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BibTeX records: Susmit Jha
@inproceedings{DBLP:conf/aaai/CobbMERJ24, author = {Adam D. Cobb and Brian Matejek and Daniel Elenius and Anirban Roy and Susmit Jha}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Direct Amortized Likelihood Ratio Estimation}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {20362--20369}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i18.30018}, doi = {10.1609/AAAI.V38I18.30018}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/CobbMERJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-02047, author = {Claudio Spiess and David Gros and Kunal Suresh Pai and Michael Pradel and Md. Rafiqul Islam Rabin and Amin Alipour and Susmit Jha and Prem Devanbu and Toufique Ahmed}, title = {Calibration and Correctness of Language Models for Code}, journal = {CoRR}, volume = {abs/2402.02047}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.02047}, doi = {10.48550/ARXIV.2402.02047}, eprinttype = {arXiv}, eprint = {2402.02047}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-02047.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17155, author = {Weimin Lyu and Xiao Lin and Songzhu Zheng and Lu Pang and Haibin Ling and Susmit Jha and Chao Chen}, title = {Task-Agnostic Detector for Insertion-Based Backdoor Attacks}, journal = {CoRR}, volume = {abs/2403.17155}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17155}, doi = {10.48550/ARXIV.2403.17155}, eprinttype = {arXiv}, eprint = {2403.17155}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17155.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-19837, author = {Ravi Mangal and Nina Narodytska and Divya Gopinath and Boyue Caroline Hu and Anirban Roy and Susmit Jha and Corina S. Pasareanu}, title = {Concept-based Analysis of Neural Networks via Vision-Language Models}, journal = {CoRR}, volume = {abs/2403.19837}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.19837}, doi = {10.48550/ARXIV.2403.19837}, eprinttype = {arXiv}, eprint = {2403.19837}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-19837.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/Jha23, author = {Susmit Jha}, title = {Lightning Talk: Trinity - Assured Neuro-symbolic Model Inspired by Hierarchical Predictive Coding}, booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco, CA, USA, July 9-13, 2023}, pages = {1--2}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/DAC56929.2023.10247803}, doi = {10.1109/DAC56929.2023.10247803}, timestamp = {Sun, 24 Sep 2023 13:31:06 +0200}, biburl = {https://dblp.org/rec/conf/dac/Jha23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaa2/KaurJRSL23, author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Oleg Sokolsky and Insup Lee}, title = {Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance}, booktitle = {{IEEE} International Conference on Assured Autonomy, {ICAA} 2023, Laurel, MD, USA, June 6-8, 2023}, pages = {19--28}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICAA58325.2023.00011}, doi = {10.1109/ICAA58325.2023.00011}, timestamp = {Tue, 22 Aug 2023 14:35:54 +0200}, biburl = {https://dblp.org/rec/conf/icaa2/KaurJRSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaa2/SikkaSRDJ23, author = {Karan Sikka and Indranil Sur and Anirban Roy and Ajay Divakaran and Susmit Jha}, title = {Detecting Trojaned DNNs Using Counterfactual Attributions}, booktitle = {{IEEE} International Conference on Assured Autonomy, {ICAA} 2023, Laurel, MD, USA, June 6-8, 2023}, pages = {76--85}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICAA58325.2023.00019}, doi = {10.1109/ICAA58325.2023.00019}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icaa2/SikkaSRDJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaa2/JhaJLBVN23, author = {Susmit Jha and Sumit Kumar Jha and Patrick Lincoln and Nathaniel D. Bastian and Alvaro Velasquez and Sandeep Neema}, title = {Dehallucinating Large Language Models Using Formal Methods Guided Iterative Prompting}, booktitle = {{IEEE} International Conference on Assured Autonomy, {ICAA} 2023, Laurel, MD, USA, June 6-8, 2023}, pages = {149--152}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICAA58325.2023.00029}, doi = {10.1109/ICAA58325.2023.00029}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icaa2/JhaJLBVN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccps/KaurS0YJRS023, author = {Ramneet Kaur and Kaustubh Sridhar and Sangdon Park and Yahan Yang and Susmit Jha and Anirban Roy and Oleg Sokolsky and Insup Lee}, editor = {Sayan Mitra and Nalini Venkatasubramanian and Abhishek Dubey and Lu Feng and Mahsa Ghasemi and Jonathan Sprinkle}, title = {CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems}, booktitle = {Proceedings of the {ACM/IEEE} 14th International Conference on Cyber-Physical Systems, {ICCPS} 2023, (with CPS-IoT Week 2023), San Antonio, TX, USA, May 9-12, 2023}, pages = {120--131}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576841.3585931}, doi = {10.1145/3576841.3585931}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccps/KaurS0YJRS023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/SurSWKRLDJ23, author = {Indranil Sur and Karan Sikka and Matthew Walmer and Kaushik Koneripalli and Anirban Roy and Xiao Lin and Ajay Divakaran and Susmit Jha}, title = {{TIJO:} Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {165--175}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.00022}, doi = {10.1109/ICCV51070.2023.00022}, timestamp = {Fri, 19 Jan 2024 17:50:41 +0100}, biburl = {https://dblp.org/rec/conf/iccv/SurSWKRLDJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/MageshVRJ23, author = {Akshayaa Magesh and Venugopal V. Veeravalli and Anirban Roy and Susmit Jha}, title = {Principled {OOD} Detection via Multiple Testing}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2023, Taipei, Taiwan, June 25-30, 2023}, pages = {1026--1031}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ISIT54713.2023.10206581}, doi = {10.1109/ISIT54713.2023.10206581}, timestamp = {Mon, 28 Aug 2023 17:20:14 +0200}, biburl = {https://dblp.org/rec/conf/isit/MageshVRJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/JhaRCBB23, author = {Susmit Jha and Anirban Roy and Adam D. Cobb and Alexander M. Berenbeim and Nathaniel D. Bastian}, title = {Challenges and Opportunities in Neuro-Symbolic Composition of Foundation Models}, booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2023, Boston, MA, USA, October 30 - Nov. 3, 2023}, pages = {156--161}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/MILCOM58377.2023.10356344}, doi = {10.1109/MILCOM58377.2023.10356344}, timestamp = {Thu, 25 Jan 2024 09:55:40 +0100}, biburl = {https://dblp.org/rec/conf/milcom/JhaRCBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/JhaJEV23, author = {Sumit Kumar Jha and Susmit Jha and Rickard Ewetz and Alvaro Velasquez}, title = {Neural SDEs for Robust and Explainable Analysis of Electromagnetic Unintended Radiated Emissions}, booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2023, Boston, MA, USA, October 30 - Nov. 3, 2023}, pages = {655--660}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/MILCOM58377.2023.10356358}, doi = {10.1109/MILCOM58377.2023.10356358}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/milcom/JhaJEV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/JhaJLBVEN23, author = {Sumit Kumar Jha and Susmit Jha and Patrick Lincoln and Nathaniel D. Bastian and Alvaro Velasquez and Rickard Ewetz and Sandeep Neema}, title = {Counterexample Guided Inductive Synthesis Using Large Language Models and Satisfiability Solving}, booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2023, Boston, MA, USA, October 30 - Nov. 3, 2023}, pages = {944--949}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/MILCOM58377.2023.10356332}, doi = {10.1109/MILCOM58377.2023.10356332}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/milcom/JhaJLBVEN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CobbREHSWWBHRMJ23, author = {Adam B. Cobb and Anirban Roy and Daniel Elenius and F. Michael Heim and Brian Swenson and Sydney Whittington and James D. Walker and Theodore Bapty and Joseph Hite and Karthik Ramani and Christopher McComb and Susmit Jha}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {AircraftVerse: {A} Large-Scale Multimodal Dataset of Aerial Vehicle Designs}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8b94879b177d9780c17f5a78f62a6a8a-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CobbREHSWWBHRMJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-04093, author = {Ismail Alkhouri and Sumit Kumar Jha and Andre Beckus and George K. Atia and Alvaro Velasquez and Rickard Ewetz and Arvind Ramanathan and Susmit Jha}, title = {On the Robustness of AlphaFold: {A} {COVID-19} Case Study}, journal = {CoRR}, volume = {abs/2301.04093}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.04093}, doi = {10.48550/ARXIV.2301.04093}, eprinttype = {arXiv}, eprint = {2301.04093}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-04093.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-14568, author = {Alexander M. Berenbeim and Iain J. Cruickshank and Susmit Jha and Robert H. Thomson and Nathaniel D. Bastian}, title = {Measuring Classification Decision Certainty and Doubt}, journal = {CoRR}, volume = {abs/2303.14568}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.14568}, doi = {10.48550/ARXIV.2303.14568}, eprinttype = {arXiv}, eprint = {2303.14568}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-14568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-05562, author = {Adam D. Cobb and Anirban Roy and Daniel Elenius and F. Michael Heim and Brian Swenson and Sydney Whittington and James D. Walker and Theodore Bapty and Joseph Hite and Karthik Ramani and Christopher McComb and Susmit Jha}, title = {AircraftVerse: {A} Large-Scale Multimodal Dataset of Aerial Vehicle Designs}, journal = {CoRR}, volume = {abs/2306.05562}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.05562}, doi = {10.48550/ARXIV.2306.05562}, eprinttype = {arXiv}, eprint = {2306.05562}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-05562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-03906, author = {Indranil Sur and Karan Sikka and Matthew Walmer and Kaushik Koneripalli and Anirban Roy and Xiao Lin and Ajay Divakaran and Susmit Jha}, title = {{TIJO:} Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models}, journal = {CoRR}, volume = {abs/2308.03906}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.03906}, doi = {10.48550/ARXIV.2308.03906}, eprinttype = {arXiv}, eprint = {2308.03906}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-03906.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-15386, author = {Sumit Kumar Jha and Susmit Jha and Rickard Ewetz and Alvaro Velasquez}, title = {Neural Stochastic Differential Equations for Robust and Explainable Analysis of Electromagnetic Unintended Radiated Emissions}, journal = {CoRR}, volume = {abs/2309.15386}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.15386}, doi = {10.48550/ARXIV.2309.15386}, eprinttype = {arXiv}, eprint = {2309.15386}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-15386.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-16436, author = {Sumit Kumar Jha and Susmit Jha and Patrick Lincoln and Nathaniel D. Bastian and Alvaro Velasquez and Rickard Ewetz and Sandeep Neema}, title = {Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving}, journal = {CoRR}, volume = {abs/2309.16436}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.16436}, doi = {10.48550/ARXIV.2309.16436}, eprinttype = {arXiv}, eprint = {2309.16436}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-16436.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-17064, author = {Hassen Sa{\"{\i}}di and Susmit Jha and Tuhin Sahai}, title = {math-PVS: {A} Large Language Model Framework to Map Scientific Publications to {PVS} Theories}, journal = {CoRR}, volume = {abs/2310.17064}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.17064}, doi = {10.48550/ARXIV.2310.17064}, eprinttype = {arXiv}, eprint = {2310.17064}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-17064.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-10571, author = {Adam D. Cobb and Brian Matejek and Daniel Elenius and Anirban Roy and Susmit Jha}, title = {Direct Amortized Likelihood Ratio Estimation}, journal = {CoRR}, volume = {abs/2311.10571}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.10571}, doi = {10.48550/ARXIV.2311.10571}, eprinttype = {arXiv}, eprint = {2311.10571}, timestamp = {Thu, 23 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-10571.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcps/HuZJ22, author = {Jingtong Hu and Qi Zhu and Susmit Jha}, title = {Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems - Part 2}, journal = {{ACM} Trans. Cyber Phys. Syst.}, volume = {6}, number = {2}, pages = {10:1--10:3}, year = {2022}, url = {https://doi.org/10.1145/3517045}, doi = {10.1145/3517045}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcps/HuZJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KaurJRPDSL22, author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Sangdon Park and Edgar Dobriban and Oleg Sokolsky and Insup Lee}, title = {iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {7104--7114}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i7.20670}, doi = {10.1609/AAAI.V36I7.20670}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KaurJRPDSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0001EVRJ22, author = {Sumit Kumar Jha and Rickard Ewetz and Alvaro Velasquez and Arvind Ramanathan and Susmit Jha}, title = {Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {9567--9574}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i9.21190}, doi = {10.1609/AAAI.V36I9.21190}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0001EVRJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WalmerSSSJ22, author = {Matthew Walmer and Karan Sikka and Indranil Sur and Abhinav Shrivastava and Susmit Jha}, title = {Dual-Key Multimodal Backdoors for Visual Question Answering}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {15354--15364}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01494}, doi = {10.1109/CVPR52688.2022.01494}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/WalmerSSSJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0002LCYJ022, author = {Xiaoling Hu and Xiao Lin and Michael Cogswell and Yi Yao and Susmit Jha and Chao Chen}, title = {Trigger Hunting with a Topological Prior for Trojan Detection}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=TXsjU8BaibT}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0002LCYJ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CunninghamCJ22, author = {Edmond Cunningham and Adam D. Cobb and Susmit Jha}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Principal Component Flows}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {4492--4519}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/cunningham22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/CunninghamCJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AcharyaRKJKD22, author = {Manoj Acharya and Anirban Roy and Kaushik Koneripalli and Susmit Jha and Christopher Kanan and Ajay Divakaran}, editor = {Luc De Raedt}, title = {Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {629--635}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/89}, doi = {10.24963/IJCAI.2022/89}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AcharyaRKJKD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0001VEPJ22, author = {Sumit Kumar Jha and Alvaro Velasquez and Rickard Ewetz and Laura Pullum and Susmit Jha}, editor = {Luc De Raedt}, title = {ExplainIt!: {A} Tool for Computing Robust Attributions of DNNs}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {5916--5919}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/853}, doi = {10.24963/IJCAI.2022/853}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/0001VEPJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/AbdelzaherBJKSV22, author = {Tarek F. Abdelzaher and Nathaniel D. Bastian and Susmit Jha and Lance M. Kaplan and Mani B. Srivastava and Venugopal V. Veeravalli}, title = {Context-aware Collaborative Neuro-Symbolic Inference in IoBTs}, booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2022, Rockville, MD, USA, November 28 - December 2, 2022}, pages = {1053--1058}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/MILCOM55135.2022.10017607}, doi = {10.1109/MILCOM55135.2022.10017607}, timestamp = {Wed, 08 Feb 2023 17:46:14 +0100}, biburl = {https://dblp.org/rec/conf/milcom/AbdelzaherBJKSV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-02331, author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Sangdon Park and Edgar Dobriban and Oleg Sokolsky and Insup Lee}, title = {iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection}, journal = {CoRR}, volume = {abs/2201.02331}, year = {2022}, url = {https://arxiv.org/abs/2201.02331}, eprinttype = {arXiv}, eprint = {2201.02331}, timestamp = {Wed, 22 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-02331.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-05930, author = {Manoj Acharya and Anirban Roy and Kaushik Koneripalli and Susmit Jha and Christopher Kanan and Ajay Divakaran}, title = {Detecting out-of-context objects using contextual cues}, journal = {CoRR}, volume = {abs/2202.05930}, year = {2022}, url = {https://arxiv.org/abs/2202.05930}, eprinttype = {arXiv}, eprint = {2202.05930}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-05930.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-07037, author = {Edmond Cunningham and Adam D. Cobb and Susmit Jha}, title = {Principal Manifold Flows}, journal = {CoRR}, volume = {abs/2202.07037}, year = {2022}, url = {https://arxiv.org/abs/2202.07037}, eprinttype = {arXiv}, eprint = {2202.07037}, timestamp = {Thu, 07 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-07037.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09522, author = {Akshayaa Magesh and Venugopal V. Veeravalli and Anirban Roy and Susmit Jha}, title = {Multiple Testing Framework for Out-of-Distribution Detection}, journal = {CoRR}, volume = {abs/2206.09522}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09522}, doi = {10.48550/ARXIV.2206.09522}, eprinttype = {arXiv}, eprint = {2206.09522}, timestamp = {Tue, 28 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-05058, author = {Susmit Jha and John Rushby}, title = {Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions}, journal = {CoRR}, volume = {abs/2207.05058}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.05058}, doi = {10.48550/ARXIV.2207.05058}, eprinttype = {arXiv}, eprint = {2207.05058}, timestamp = {Wed, 13 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-05058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-11769, author = {Ramneet Kaur and Kaustubh Sridhar and Sangdon Park and Susmit Jha and Anirban Roy and Oleg Sokolsky and Insup Lee}, title = {CODiT: Conformal Out-of-Distribution Detection in Time-Series Data}, journal = {CoRR}, volume = {abs/2207.11769}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.11769}, doi = {10.48550/ARXIV.2207.11769}, eprinttype = {arXiv}, eprint = {2207.11769}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-11769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08138, author = {Adam D. Cobb and Anirban Roy and Daniel Elenius and Susmit Jha}, title = {Design of Unmanned Air Vehicles Using Transformer Surrogate Models}, journal = {CoRR}, volume = {abs/2211.08138}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08138}, doi = {10.48550/ARXIV.2211.08138}, eprinttype = {arXiv}, eprint = {2211.08138}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08138.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcps/HuZJ21, author = {Jingtong Hu and Qi Zhu and Susmit Jha}, title = {Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems: Part 1}, journal = {{ACM} Trans. Cyber Phys. Syst.}, volume = {5}, number = {4}, pages = {33:1--33:3}, year = {2021}, url = {https://doi.org/10.1145/3471164}, doi = {10.1145/3471164}, timestamp = {Mon, 18 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcps/HuZJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acsac/KiourtiLRSJ21, author = {Panagiota Kiourti and Wenchao Li and Anirban Roy and Karan Sikka and Susmit Jha}, title = {{MISA:} Online Defense of Trojaned Models using Misattributions}, booktitle = {{ACSAC} '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6 - 10, 2021}, pages = {570--585}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3485832.3485908}, doi = {10.1145/3485832.3485908}, timestamp = {Mon, 05 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acsac/KiourtiLRSJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogmi/JhaR21, author = {Susmit Jha and Anirban Roy}, title = {On Detection of Out of Distribution Inputs in Deep Neural Networks}, booktitle = {Third {IEEE} International Conference on Cognitive Machine Intelligence, CogMI 2021, Atlanta, GA, USA, December 13-15, 2021}, pages = {282--288}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/CogMI52975.2021.00044}, doi = {10.1109/COGMI52975.2021.00044}, timestamp = {Wed, 20 Apr 2022 16:01:05 +0200}, biburl = {https://dblp.org/rec/conf/cogmi/JhaR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/JhaEVJ21, author = {Sumit Kumar Jha and Rickard Ewetz and Alvaro Velasquez and Susmit Jha}, editor = {Zhi{-}Hua Zhou}, title = {On Smoother Attributions using Neural Stochastic Differential Equations}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {522--528}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/73}, doi = {10.24963/IJCAI.2021/73}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/JhaEVJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/Velasquez0EJ21, author = {Alvaro Velasquez and Sumit Kumar Jha and Rickard Ewetz and Susmit Jha}, title = {Automated Synthesis of Quantum Circuits Using Symbolic Abstractions and Decision Procedures}, booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2021, Daegu, South Korea, May 22-28, 2021}, pages = {1--5}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ISCAS51556.2021.9401587}, doi = {10.1109/ISCAS51556.2021.9401587}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iscas/Velasquez0EJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-12628, author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Oleg Sokolsky and Insup Lee}, title = {Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs}, journal = {CoRR}, volume = {abs/2103.12628}, year = {2021}, url = {https://arxiv.org/abs/2103.12628}, eprinttype = {arXiv}, eprint = {2103.12628}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-12628.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-15918, author = {Panagiota Kiourti and Wenchao Li and Anirban Roy and Karan Sikka and Susmit Jha}, title = {Online Defense of Trojaned Models using Misattributions}, journal = {CoRR}, volume = {abs/2103.15918}, year = {2021}, url = {https://arxiv.org/abs/2103.15918}, eprinttype = {arXiv}, eprint = {2103.15918}, timestamp = {Wed, 07 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-15918.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-06380, author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Sangdon Park and Oleg Sokolsky and Insup Lee}, title = {Detecting OODs as datapoints with High Uncertainty}, journal = {CoRR}, volume = {abs/2108.06380}, year = {2021}, url = {https://arxiv.org/abs/2108.06380}, eprinttype = {arXiv}, eprint = {2108.06380}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-06380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04460, author = {Sumit Kumar Jha and Arvind Ramanathan and Rickard Ewetz and Alvaro Velasquez and Susmit Jha}, title = {Protein Folding Neural Networks Are Not Robust}, journal = {CoRR}, volume = {abs/2109.04460}, year = {2021}, url = {https://arxiv.org/abs/2109.04460}, eprinttype = {arXiv}, eprint = {2109.04460}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04460.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-08335, author = {Xiaoling Hu and Xiao Lin and Michael Cogswell and Yi Yao and Susmit Jha and Chao Chen}, title = {Trigger Hunting with a Topological Prior for Trojan Detection}, journal = {CoRR}, volume = {abs/2110.08335}, year = {2021}, url = {https://arxiv.org/abs/2110.08335}, eprinttype = {arXiv}, eprint = {2110.08335}, timestamp = {Thu, 27 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-08335.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-07668, author = {Matthew Walmer and Karan Sikka and Indranil Sur and Abhinav Shrivastava and Susmit Jha}, title = {Dual-Key Multimodal Backdoors for Visual Question Answering}, journal = {CoRR}, volume = {abs/2112.07668}, year = {2021}, url = {https://arxiv.org/abs/2112.07668}, eprinttype = {arXiv}, eprint = {2112.07668}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-07668.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SahaiMPJ20, author = {Tuhin Sahai and Anurag Mishra and Jose Miguel Pasini and Susmit Jha}, title = {Estimating the Density of States of Boolean Satisfiability Problems on Classical and Quantum Computing Platforms}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {1627--1635}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i02.5524}, doi = {10.1609/AAAI.V34I02.5524}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SahaiMPJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/corl/SunJF20, author = {Dawei Sun and Susmit Jha and Chuchu Fan}, editor = {Jens Kober and Fabio Ramos and Claire J. Tomlin}, title = {Learning Certified Control Using Contraction Metric}, booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020, Virtual Event / Cambridge, MA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {155}, pages = {1519--1539}, publisher = {{PMLR}}, year = {2020}, url = {https://proceedings.mlr.press/v155/sun21b.html}, timestamp = {Tue, 18 Oct 2022 08:35:37 +0200}, biburl = {https://dblp.org/rec/conf/corl/SunJF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/KiourtiWJL20, author = {Panagiota Kiourti and Kacper Wardega and Susmit Jha and Wenchao Li}, title = {TrojDRL: Evaluation of Backdoor Attacks on Deep Reinforcement Learning}, booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco, CA, USA, July 20-24, 2020}, pages = {1--6}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/DAC18072.2020.9218663}, doi = {10.1109/DAC18072.2020.9218663}, timestamp = {Mon, 05 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dac/KiourtiWJL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JangJJ20, author = {Uyeong Jang and Susmit Jha and Somesh Jha}, title = {On the Need for Topology-Aware Generative Models for Manifold-Based Defenses}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=r1lF\_CEYwS}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JangJJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/safecomp/JhaRS20, author = {Susmit Jha and John Rushby and Natarajan Shankar}, editor = {Ant{\'{o}}nio Casimiro and Frank Ortmeier and Friedemann Bitsch and Pedro Ferreira}, title = {Model-Centered Assurance for Autonomous Systems}, booktitle = {Computer Safety, Reliability, and Security - 39th International Conference, {SAFECOMP} 2020, Lisbon, Portugal, September 16-18, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12234}, pages = {228--243}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-54549-9\_15}, doi = {10.1007/978-3-030-54549-9\_15}, timestamp = {Thu, 20 Aug 2020 14:33:29 +0200}, biburl = {https://dblp.org/rec/conf/safecomp/JhaRS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nfm/2020, editor = {Ritchie Lee and Susmit Jha and Anastasia Mavridou}, title = {{NASA} Formal Methods - 12th International Symposium, {NFM} 2020, Moffett Field, CA, USA, May 11-15, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12229}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-55754-6}, doi = {10.1007/978-3-030-55754-6}, isbn = {978-3-030-55753-9}, timestamp = {Mon, 10 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nfm/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-08097, author = {Sumit Kumar Jha and Susmit Jha and Rickard Ewetz and Sunny Raj and Alvaro Velasquez and Laura L. Pullum and Ananthram Swami}, title = {An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks}, journal = {CoRR}, volume = {abs/2009.08097}, year = {2020}, url = {https://arxiv.org/abs/2009.08097}, eprinttype = {arXiv}, eprint = {2009.08097}, timestamp = {Wed, 23 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-08097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-12569, author = {Dawei Sun and Susmit Jha and Chuchu Fan}, title = {Learning Certified Control using Contraction Metric}, journal = {CoRR}, volume = {abs/2011.12569}, year = {2020}, url = {https://arxiv.org/abs/2011.12569}, eprinttype = {arXiv}, eprint = {2011.12569}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-12569.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-02275, author = {Karan Sikka and Indranil Sur and Susmit Jha and Anirban Roy and Ajay Divakaran}, title = {Detecting Trojaned DNNs Using Counterfactual Attributions}, journal = {CoRR}, volume = {abs/2012.02275}, year = {2020}, url = {https://arxiv.org/abs/2012.02275}, eprinttype = {arXiv}, eprint = {2012.02275}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-02275.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fmsd/JhaTSSS19, author = {Susmit Jha and Ashish Tiwari and Sanjit A. Seshia and Tuhin Sahai and Natarajan Shankar}, title = {TeLEx: learning signal temporal logic from positive examples using tightness metric}, journal = {Formal Methods Syst. Des.}, volume = {54}, number = {3}, pages = {364--387}, year = {2019}, url = {https://doi.org/10.1007/s10703-019-00332-1}, doi = {10.1007/S10703-019-00332-1}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fmsd/JhaTSSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jar/JhaSRPF19, author = {Susmit Jha and Tuhin Sahai and Vasumathi Raman and Alessandro Pinto and Michael Francis}, title = {Explaining {AI} Decisions Using Efficient Methods for Learning Sparse Boolean Formulae}, journal = {J. Autom. Reason.}, volume = {63}, number = {4}, pages = {1055--1075}, year = {2019}, url = {https://doi.org/10.1007/s10817-018-9499-8}, doi = {10.1007/S10817-018-9499-8}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jar/JhaSRPF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/JhaR19, author = {Susmit Jha and John Rushby}, editor = {Antonio Chella and David Gamez and Patrick Lincoln and Riccardo Manzotti and Jonathan D. Pfautz}, title = {Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions}, booktitle = {Papers of the 2019 Towards Conscious {AI} Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series {(AAAI} SSS-19), Stanford, CA, March 25-27, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2287}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2287/paper30.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:39 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/JhaR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/ChapmanLTLSCFJP19, author = {Margaret P. Chapman and Jonathan Lacotte and Aviv Tamar and Donggun Lee and Kevin M. Smith and Victoria Cheng and Jaime F. Fisac and Susmit Jha and Marco Pavone and Claire J. Tomlin}, title = {A Risk-Sensitive Finite-Time Reachability Approach for Safety of Stochastic Dynamic Systems}, booktitle = {2019 American Control Conference, {ACC} 2019, Philadelphia, PA, USA, July 10-12, 2019}, pages = {2958--2963}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/ACC.2019.8815169}, doi = {10.23919/ACC.2019.8815169}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amcc/ChapmanLTLSCFJP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cav/Jha19, author = {Susmit Jha}, editor = {Majid Zamani and Damien Zufferey}, title = {Trust, Resilience and Interpretability of {AI} Models}, booktitle = {Numerical Software Verification - 12th International Workshop, NSV@CAV 2019, New York City, NY, USA, July 13-14, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11652}, pages = {3--25}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28423-7\_1}, doi = {10.1007/978-3-030-28423-7\_1}, timestamp = {Mon, 05 Aug 2019 12:50:53 +0200}, biburl = {https://dblp.org/rec/conf/cav/Jha19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hybrid/DuttaCJST19, author = {Souradeep Dutta and Xin Chen and Susmit Jha and Sriram Sankaranarayanan and Ashish Tiwari}, editor = {Necmiye Ozay and Pavithra Prabhakar}, title = {Sherlock - {A} tool for verification of neural network feedback systems: demo abstract}, booktitle = {Proceedings of the 22nd {ACM} International Conference on Hybrid Systems: Computation and Control, {HSCC} 2019, Montreal, QC, Canada, April 16-18, 2019}, pages = {262--263}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3302504.3313351}, doi = {10.1145/3302504.3313351}, timestamp = {Mon, 30 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hybrid/DuttaCJST19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JhaRFJJJVS19, author = {Susmit Jha and Sunny Raj and Steven Lawrence Fernandes and Sumit Kumar Jha and Somesh Jha and Brian Jalaian and Gunjan Verma and Ananthram Swami}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Attribution-Based Confidence Metric For Deep Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {11826--11837}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/bc1ad6e8f86c42a371aff945535baebb-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/JhaRFJJJVS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11277, author = {Margaret P. Chapman and Jonathan Lacotte and Aviv Tamar and Donggun Lee and Kevin M. Smith and Victoria Cheng and Jaime F. Fisac and Susmit Jha and Marco Pavone and Claire J. Tomlin}, title = {A Risk-Sensitive Finite-Time Reachability Approach for Safety of Stochastic Dynamic Systems}, journal = {CoRR}, volume = {abs/1902.11277}, year = {2019}, url = {http://arxiv.org/abs/1902.11277}, eprinttype = {arXiv}, eprint = {1902.11277}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11277.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-05821, author = {Susmit Jha and Sunny Raj and Steven Lawrence Fernandes and Sumit Kumar Jha and Somesh Jha and Gunjan Verma and Brian Jalaian and Ananthram Swami}, title = {Attribution-driven Causal Analysis for Detection of Adversarial Examples}, journal = {CoRR}, volume = {abs/1903.05821}, year = {2019}, url = {http://arxiv.org/abs/1903.05821}, eprinttype = {arXiv}, eprint = {1903.05821}, timestamp = {Sun, 31 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-05821.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-06638, author = {Panagiota Kiourti and Kacper Wardega and Susmit Jha and Wenchao Li}, title = {TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents}, journal = {CoRR}, volume = {abs/1903.06638}, year = {2019}, url = {http://arxiv.org/abs/1903.06638}, eprinttype = {arXiv}, eprint = {1903.06638}, timestamp = {Wed, 07 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-06638.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03334, author = {Uyeong Jang and Susmit Jha and Somesh Jha}, title = {On Need for Topology Awareness of Generative Models}, journal = {CoRR}, volume = {abs/1909.03334}, year = {2019}, url = {http://arxiv.org/abs/1909.03334}, eprinttype = {arXiv}, eprint = {1909.03334}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03334.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-13088, author = {Tuhin Sahai and Anurag Mishra and Jose Miguel Pasini and Susmit Jha}, title = {Estimating the Density of States of Boolean Satisfiability Problems on Classical and Quantum Computing Platforms}, journal = {CoRR}, volume = {abs/1910.13088}, year = {2019}, url = {http://arxiv.org/abs/1910.13088}, eprinttype = {arXiv}, eprint = {1910.13088}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-13088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/computer/AbdelzaherABDDG18, author = {Tarek F. Abdelzaher and Nora Ayanian and Tamer Basar and Suhas N. Diggavi and Jana Diesner and Deepak Ganesan and Ramesh Govindan and Susmit Jha and Tancr{\`{e}}de Lepoint and Benjamin M. Marlin and Klara Nahrstedt and David M. Nicol and Raj Rajkumar and Stephen Russell and Sanjit A. Seshia and Fei Sha and Prashant J. Shenoy and Mani B. Srivastava and Gaurav S. Sukhatme and Ananthram Swami and Paulo Tabuada and Don Towsley and Nitin H. Vaidya and Venugopal V. Veeravalli}, title = {Toward an Internet of Battlefield Things: {A} Resilience Perspective}, journal = {Computer}, volume = {51}, number = {11}, pages = {24--36}, year = {2018}, url = {https://doi.org/10.1109/MC.2018.2876048}, doi = {10.1109/MC.2018.2876048}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/computer/AbdelzaherABDDG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jar/JhaRSS18, author = {Susmit Jha and Vasumathi Raman and Dorsa Sadigh and Sanjit A. Seshia}, title = {Safe Autonomy Under Perception Uncertainty Using Chance-Constrained Temporal Logic}, journal = {J. Autom. Reason.}, volume = {60}, number = {1}, pages = {43--62}, year = {2018}, url = {https://doi.org/10.1007/s10817-017-9413-9}, doi = {10.1007/S10817-017-9413-9}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jar/JhaRSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adhs/DuttaJST18, author = {Souradeep Dutta and Susmit Jha and Sriram Sankaranarayanan and Ashish Tiwari}, editor = {Alessandro Abate and Antoine Girard and Maurice Heemels}, title = {Learning and Verification of Feedback Control Systems using Feedforward Neural Networks}, booktitle = {6th {IFAC} Conference on Analysis and Design of Hybrid Systems, {ADHS} 2018, Oxford, UK, July 11-13, 2018}, series = {IFAC-PapersOnLine}, volume = {51}, number = {16}, pages = {151--156}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.ifacol.2018.08.026}, doi = {10.1016/J.IFACOL.2018.08.026}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adhs/DuttaJST18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/JhaL18, author = {Susmit Jha and Patrick Lincoln}, title = {Data Efficient Learning of Robust Control Policies}, booktitle = {56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018, Monticello, IL, USA, October 2-5, 2018}, pages = {856--861}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ALLERTON.2018.8636072}, doi = {10.1109/ALLERTON.2018.8636072}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/allerton/JhaL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsn/GhoshJTL018, author = {Shalini Ghosh and Susmit Jha and Ashish Tiwari and Patrick Lincoln and Xiaojin Zhu}, title = {Model, Data and Reward Repair: Trusted Machine Learning for Markov Decision Processes}, booktitle = {48th Annual {IEEE/IFIP} International Conference on Dependable Systems and Networks Workshops, {DSN} Workshops 2018, Luxembourg, June 25-28, 2018}, pages = {194--199}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.ieeecomputersociety.org/10.1109/DSN-W.2018.00064}, doi = {10.1109/DSN-W.2018.00064}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsn/GhoshJTL018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/formats/JhaR0S18, author = {Susmit Jha and Sunny Raj and Sumit Kumar Jha and Natarajan Shankar}, editor = {David N. Jansen and Pavithra Prabhakar}, title = {Duality-Based Nested Controller Synthesis from {STL} Specifications for Stochastic Linear Systems}, booktitle = {Formal Modeling and Analysis of Timed Systems - 16th International Conference, {FORMATS} 2018, Beijing, China, September 4-6, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11022}, pages = {235--251}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-00151-3\_14}, doi = {10.1007/978-3-030-00151-3\_14}, timestamp = {Sat, 09 Apr 2022 12:48:56 +0200}, biburl = {https://dblp.org/rec/conf/formats/JhaR0S18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/AbdelzaherABDDG18, author = {Tarek F. Abdelzaher and Nora Ayanian and Tamer Basar and Suhas N. Diggavi and Jana Diesner and Deepak Ganesan and Ramesh Govindan and Susmit Jha and Tancr{\`{e}}de Lepoint and Benjamin M. Marlin and Klara Nahrstedt and David M. Nicol and Raj Rajkumar and Stephen Russell and Sanjit A. Seshia and Fei Sha and Prashant J. Shenoy and Mani B. Srivastava and Gaurav S. Sukhatme and Ananthram Swami and Paulo Tabuada and Don Towsley and Nitin H. Vaidya and Venugopal V. Veeravalli}, title = {Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT}, booktitle = {38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018}, pages = {1129--1138}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDCS.2018.00112}, doi = {10.1109/ICDCS.2018.00112}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/AbdelzaherABDDG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/JhaJJJ18, author = {Susmit Jha and Uyeong Jang and Somesh Jha and Brian Jalaian}, title = {Detecting Adversarial Examples Using Data Manifolds}, booktitle = {2018 {IEEE} Military Communications Conference, {MILCOM} 2018, Los Angeles, CA, USA, October 29-31, 2018}, pages = {547--552}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/MILCOM.2018.8599691}, doi = {10.1109/MILCOM.2018.8599691}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/milcom/JhaJJJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nfm/DuttaJST18, author = {Souradeep Dutta and Susmit Jha and Sriram Sankaranarayanan and Ashish Tiwari}, editor = {Aaron Dutle and C{\'{e}}sar A. Mu{\~{n}}oz and Anthony Narkawicz}, title = {Output Range Analysis for Deep Feedforward Neural Networks}, booktitle = {{NASA} Formal Methods - 10th International Symposium, {NFM} 2018, Newport News, VA, USA, April 17-19, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10811}, pages = {121--138}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-77935-5\_9}, doi = {10.1007/978-3-319-77935-5\_9}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nfm/DuttaJST18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Vazquez-Chanlatte18, author = {Marcell Vazquez{-}Chanlatte and Susmit Jha and Ashish Tiwari and Mark K. Ho and Sanjit A. Seshia}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Learning Task Specifications from Demonstrations}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {5372--5382}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/74934548253bcab8490ebd74afed7031-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Vazquez-Chanlatte18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07075, author = {Shalini Ghosh and Amaury Mercier and Dheeraj Pichapati and Susmit Jha and Vinod Yegneswaran and Patrick Lincoln}, title = {Trusted Neural Networks for Safety-Constrained Autonomous Control}, journal = {CoRR}, volume = {abs/1805.07075}, year = {2018}, url = {http://arxiv.org/abs/1805.07075}, eprinttype = {arXiv}, eprint = {1805.07075}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07075.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/acta/JhaS17, author = {Susmit Jha and Sanjit A. Seshia}, title = {A theory of formal synthesis via inductive learning}, journal = {Acta Informatica}, volume = {54}, number = {7}, pages = {693--726}, year = {2017}, url = {https://doi.org/10.1007/s00236-017-0294-5}, doi = {10.1007/S00236-017-0294-5}, timestamp = {Sun, 21 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/acta/JhaS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nfm/JhaRPSF17, author = {Susmit Jha and Vasumathi Raman and Alessandro Pinto and Tuhin Sahai and Michael Francis}, editor = {Clark W. Barrett and Misty D. Davies and Temesghen Kahsai}, title = {On Learning Sparse Boolean Formulae for Explaining {AI} Decisions}, booktitle = {{NASA} Formal Methods - 9th International Symposium, {NFM} 2017, Moffett Field, CA, USA, May 16-18, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10227}, pages = {99--114}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-57288-8\_7}, doi = {10.1007/978-3-319-57288-8\_7}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nfm/JhaRPSF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rv/JhaTSSS17, author = {Susmit Jha and Ashish Tiwari and Sanjit A. Seshia and Tuhin Sahai and Natarajan Shankar}, editor = {Shuvendu K. Lahiri and Giles Reger}, title = {TeLEx: Passive {STL} Learning Using Only Positive Examples}, booktitle = {Runtime Verification - 17th International Conference, {RV} 2017, Seattle, WA, USA, September 13-16, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10548}, pages = {208--224}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-67531-2\_13}, doi = {10.1007/978-3-319-67531-2\_13}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rv/JhaTSSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-09130, author = {Souradeep Dutta and Susmit Jha and Sriram Sankaranarayanan and Ashish Tiwari}, title = {Output Range Analysis for Deep Neural Networks}, journal = {CoRR}, volume = {abs/1709.09130}, year = {2017}, url = {http://arxiv.org/abs/1709.09130}, eprinttype = {arXiv}, eprint = {1709.09130}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-09130.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-03875, author = {Marcell Vazquez{-}Chanlatte and Susmit Jha and Ashish Tiwari and Sanjit A. Seshia}, title = {Specification Inference from Demonstrations}, journal = {CoRR}, volume = {abs/1710.03875}, year = {2017}, url = {http://arxiv.org/abs/1710.03875}, eprinttype = {arXiv}, eprint = {1710.03875}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-03875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dagstuhl-reports/SeshiaZKJ17, author = {Sanjit A. Seshia and Xiaojin (Jerry) Zhu and Andreas Krause and Susmit Jha}, title = {Machine Learning and Formal Method (Dagstuhl Seminar 17351)}, journal = {Dagstuhl Reports}, volume = {7}, number = {8}, pages = {55--73}, year = {2017}, url = {https://doi.org/10.4230/DagRep.7.8.55}, doi = {10.4230/DAGREP.7.8.55}, timestamp = {Sun, 11 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dagstuhl-reports/SeshiaZKJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fmcad/JhaRS16, author = {Susmit Jha and Vasumathi Raman and Sanjit A. Seshia}, editor = {Ruzica Piskac and Muralidhar Talupur}, title = {On {\(\exists\)} {\(\forall\)} {\(\exists\)}! solving: {A} case study on automated synthesis of magic card tricks}, booktitle = {2016 Formal Methods in Computer-Aided Design, {FMCAD} 2016, Mountain View, CA, USA, October 3-6, 2016}, pages = {81--84}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/FMCAD.2016.7886664}, doi = {10.1109/FMCAD.2016.7886664}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/fmcad/JhaRS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/formats/JhaR16, author = {Susmit Jha and Vasumathi Raman}, editor = {Martin Fr{\"{a}}nzle and Nicolas Markey}, title = {On Optimal Control of Stochastic Linear Hybrid Systems}, booktitle = {Formal Modeling and Analysis of Timed Systems - 14th International Conference, {FORMATS} 2016, Quebec, QC, Canada, August 24-26, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9884}, pages = {69--84}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-44878-7\_5}, doi = {10.1007/978-3-319-44878-7\_5}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/formats/JhaR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nfm/JhaR16, author = {Susmit Jha and Vasumathi Raman}, editor = {Sanjai Rayadurgam and Oksana Tkachuk}, title = {Automated Synthesis of Safe Autonomous Vehicle Control Under Perception Uncertainty}, booktitle = {{NASA} Formal Methods - 8th International Symposium, {NFM} 2016, Minneapolis, MN, USA, June 7-9, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9690}, pages = {117--132}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-40648-0\_10}, doi = {10.1007/978-3-319-40648-0\_10}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/nfm/JhaR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cases/SchuchhardtJAKM15, author = {Matthew Schuchhardt and Susmit Jha and Raid Ayoub and Michael Kishinevsky and Gokhan Memik}, editor = {Ravi Iyer and Siddharth Garg}, title = {Optimizing mobile display brightness by leveraging human visual perception}, booktitle = {2015 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, {CASES} 2015, Amsterdam, The Netherlands, October 4-9, 2015}, pages = {11--20}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CASES.2015.7324538}, doi = {10.1109/CASES.2015.7324538}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/cases/SchuchhardtJAKM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JhaS15, author = {Susmit Jha and Sanjit A. Seshia}, title = {A Theory of Formal Synthesis via Inductive Learning}, journal = {CoRR}, volume = {abs/1505.03953}, year = {2015}, url = {http://arxiv.org/abs/1505.03953}, eprinttype = {arXiv}, eprint = {1505.03953}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JhaS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbra/HussainJJL14, author = {Faraz Hussain and Sumit Kumar Jha and Susmit Jha and Christopher James Langmead}, title = {Parameter discovery in stochastic biological models using simulated annealing and statistical model checking}, journal = {Int. J. Bioinform. Res. Appl.}, volume = {10}, number = {4/5}, pages = {519--539}, year = {2014}, url = {https://doi.org/10.1504/IJBRA.2014.062998}, doi = {10.1504/IJBRA.2014.062998}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbra/HussainJJL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbra/GhoshHJLJ14, author = {Arup Kumar Ghosh and Faraz Hussain and Susmit Jha and Christopher James Langmead and Sumit Kumar Jha}, title = {Discovering rare behaviours in stochastic differential equations using decision procedures: applications to a minimal cell cycle model}, journal = {Int. J. Bioinform. Res. Appl.}, volume = {10}, number = {4/5}, pages = {540--558}, year = {2014}, url = {https://doi.org/10.1504/IJBRA.2014.062999}, doi = {10.1504/IJBRA.2014.062999}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbra/GhoshHJLJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cases/SchuchhardtJAKM14, author = {Matthew Schuchhardt and Susmit Jha and Raid Ayoub and Michael Kishinevsky and Gokhan Memik}, editor = {Karam S. Chatha and Rolf Ernst and Anand Raghunathan and Ravishankar R. Iyer}, title = {{CAPED:} Context-aware personalized display brightness for mobile devices}, booktitle = {2014 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, {CASES} 2014, Uttar Pradesh, India, October 12-17, 2014}, pages = {19:1--19:10}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2656106.2656116}, doi = {10.1145/2656106.2656116}, timestamp = {Mon, 15 May 2023 22:11:16 +0200}, biburl = {https://dblp.org/rec/conf/cases/SchuchhardtJAKM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iot/JhaTSC14, author = {Susmit Jha and Stavros Tripakis and Sanjit A. Seshia and Krishnendu Chatterjee}, title = {Game theoretic secure localization in wireless sensor networks}, booktitle = {4th International Conference on the Internet of Things, {IOT} 2014, Cambridge, MA, USA, October 6-8, 2014}, pages = {85--90}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/IOT.2014.7030120}, doi = {10.1109/IOT.2014.7030120}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/iot/JhaTSC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/JhaS14a, author = {Susmit Jha and Sanjit A. Seshia}, editor = {Krishnendu Chatterjee and R{\"{u}}diger Ehlers and Susmit Jha}, title = {Are There Good Mistakes? {A} Theoretical Analysis of {CEGIS}}, booktitle = {Proceedings 3rd Workshop on Synthesis, {SYNT} 2014, Vienna, Austria, July 23-24, 2014}, series = {{EPTCS}}, volume = {157}, pages = {84--99}, year = {2014}, url = {https://doi.org/10.4204/EPTCS.157.10}, doi = {10.4204/EPTCS.157.10}, timestamp = {Wed, 12 Sep 2018 01:05:15 +0200}, biburl = {https://dblp.org/rec/journals/corr/JhaS14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:journals/corr/ChatterjeeEJ14, editor = {Krishnendu Chatterjee and R{\"{u}}diger Ehlers and Susmit Jha}, title = {Proceedings 3rd Workshop on Synthesis, {SYNT} 2014, Vienna, Austria, July 23-24, 2014}, series = {{EPTCS}}, volume = {157}, year = {2014}, url = {https://doi.org/10.4204/EPTCS.157}, doi = {10.4204/EPTCS.157}, timestamp = {Wed, 12 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChatterjeeEJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-1920, author = {Susmit Jha and Sanjit A. Seshia}, title = {{SWATI:} Synthesizing Wordlengths Automatically Using Testing and Induction}, journal = {CoRR}, volume = {abs/1302.1920}, year = {2013}, url = {http://arxiv.org/abs/1302.1920}, eprinttype = {arXiv}, eprint = {1302.1920}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-1920.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbra/JhaDLJS12, author = {Sumit Kumar Jha and Raj Gautam Dutta and Christopher James Langmead and Susmit Jha and Emily Sassano}, title = {Synthesis of insulin pump controllers from safety specifications using Bayesian model validation}, journal = {Int. J. Bioinform. Res. Appl.}, volume = {8}, number = {3/4}, pages = {263--285}, year = {2012}, url = {https://doi.org/10.1504/IJBRA.2012.048964}, doi = {10.1504/IJBRA.2012.048964}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbra/JhaDLJS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccabs/GhoshHJLJ12, author = {Arup K. Ghosh and Faraz Hussain and Sumit Kumar Jha and Christopher James Langmead and Susmit Jha}, editor = {Sorin Istrail and Ion I. Mandoiu and Mihai Pop and Sanguthevar Rajasekaran and John L. Spouge}, title = {Decision procedure based discovery of rare behaviors in Stochastic Differential Equation models of biological systems}, booktitle = {{IEEE} 2nd International Conference on Computational Advances in Bio and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February 23-25, 2012}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICCABS.2012.6182635}, doi = {10.1109/ICCABS.2012.6182635}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccabs/GhoshHJLJ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccabs/HussainDJLJ12, author = {Faraz Hussain and Raj Gautam Dutta and Sumit Kumar Jha and Christopher James Langmead and Susmit Jha}, editor = {Sorin Istrail and Ion I. Mandoiu and Mihai Pop and Sanguthevar Rajasekaran and John L. Spouge}, title = {Parameter discovery for stochastic biological models against temporal behavioral specifications using an {SPRT} based Metric for simulated annealing}, booktitle = {{IEEE} 2nd International Conference on Computational Advances in Bio and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February 23-25, 2012}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICCABS.2012.6182640}, doi = {10.1109/ICCABS.2012.6182640}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccabs/HussainDJLJ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Jha11, author = {Susmit Jha}, title = {Towards Automated System Synthesis Using {SCIDUCTION}}, school = {University of California, Berkeley, {USA}}, year = {2011}, url = {http://www.escholarship.org/uc/item/7c48g766}, timestamp = {Tue, 18 Apr 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Jha11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emsoft/JhaST11, author = {Susmit Jha and Sanjit A. Seshia and Ashish Tiwari}, editor = {Samarjit Chakraborty and Ahmed Jerraya and Sanjoy K. Baruah and Sebastian Fischmeister}, title = {Synthesis of optimal switching logic for hybrid systems}, booktitle = {Proceedings of the 11th International Conference on Embedded Software, {EMSOFT} 2011, part of the Seventh Embedded Systems Week, ESWeek 2011, Taipei, Taiwan, October 9-14, 2011}, pages = {107--116}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2038642.2038660}, doi = {10.1145/2038642.2038660}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emsoft/JhaST11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pldi/GulwaniJTV11, author = {Sumit Gulwani and Susmit Jha and Ashish Tiwari and Ramarathnam Venkatesan}, editor = {Mary W. Hall and David A. Padua}, title = {Synthesis of loop-free programs}, booktitle = {Proceedings of the 32nd {ACM} {SIGPLAN} Conference on Programming Language Design and Implementation, {PLDI} 2011, San Jose, CA, USA, June 4-8, 2011}, pages = {62--73}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/1993498.1993506}, doi = {10.1145/1993498.1993506}, timestamp = {Thu, 24 Jun 2021 16:19:30 +0200}, biburl = {https://dblp.org/rec/conf/pldi/GulwaniJTV11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1103-0800, author = {Susmit Jha and Sanjit A. Seshia and Ashish Tiwari}, title = {Synthesizing Switching Logic to Minimize Long-Run Cost}, journal = {CoRR}, volume = {abs/1103.0800}, year = {2011}, url = {http://arxiv.org/abs/1103.0800}, eprinttype = {arXiv}, eprint = {1103.0800}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1103-0800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esop/KingJMJJS10, author = {Dave King and Susmit Jha and Divya Muthukumaran and Trent Jaeger and Somesh Jha and Sanjit A. Seshia}, editor = {Andrew D. Gordon}, title = {Automating Security Mediation Placement}, booktitle = {Programming Languages and Systems, 19th European Symposium on Programming, {ESOP} 2010, Held as Part of the Joint European Conferences on Theory and Practice of Software, {ETAPS} 2010, Paphos, Cyprus, March 20-28, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6012}, pages = {327--344}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-11957-6\_18}, doi = {10.1007/978-3-642-11957-6\_18}, timestamp = {Mon, 14 Feb 2022 09:20:30 +0100}, biburl = {https://dblp.org/rec/conf/esop/KingJMJJS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccps/JhaGST10, author = {Susmit Jha and Sumit Gulwani and Sanjit A. Seshia and Ashish Tiwari}, editor = {Janos Sztipanovits and Raj Rajkumar}, title = {Synthesizing switching logic for safety and dwell-time requirements}, booktitle = {{ACM/IEEE} 1st International Conference on Cyber-Physical Systems, {ICCPS} '10, Stockholm, Sweden, April 12-15, 2010}, pages = {22--31}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1795194.1795198}, doi = {10.1145/1795194.1795198}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccps/JhaGST10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/JhaGST10, author = {Susmit Jha and Sumit Gulwani and Sanjit A. Seshia and Ashish Tiwari}, editor = {Jeff Kramer and Judith Bishop and Premkumar T. Devanbu and Sebasti{\'{a}}n Uchitel}, title = {Oracle-guided component-based program synthesis}, booktitle = {Proceedings of the 32nd {ACM/IEEE} International Conference on Software Engineering - Volume 1, {ICSE} 2010, Cape Town, South Africa, 1-8 May 2010}, pages = {215--224}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1806799.1806833}, doi = {10.1145/1806799.1806833}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icse/JhaGST10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cav/JhaLS09, author = {Susmit Jha and Rhishikesh Limaye and Sanjit A. Seshia}, editor = {Ahmed Bouajjani and Oded Maler}, title = {Beaver: Engineering an Efficient {SMT} Solver for Bit-Vector Arithmetic}, booktitle = {Computer Aided Verification, 21st International Conference, {CAV} 2009, Grenoble, France, June 26 - July 2, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5643}, pages = {668--674}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02658-4\_53}, doi = {10.1007/978-3-642-02658-4\_53}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cav/JhaLS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/SturtonJSW09, author = {Cynthia Sturton and Susmit Jha and Sanjit A. Seshia and David A. Wagner}, editor = {Ehab Al{-}Shaer and Somesh Jha and Angelos D. Keromytis}, title = {On voting machine design for verification and testability}, booktitle = {Proceedings of the 2009 {ACM} Conference on Computer and Communications Security, {CCS} 2009, Chicago, Illinois, USA, November 9-13, 2009}, pages = {463--476}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1653662.1653719}, doi = {10.1145/1653662.1653719}, timestamp = {Tue, 10 Nov 2020 19:58:07 +0100}, biburl = {https://dblp.org/rec/conf/ccs/SturtonJSW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hldvt/JhaLS09, author = {Susmit Jha and Wenchao Li and Sanjit A. Seshia}, title = {Localizing transient faults using dynamic bayesian networks}, booktitle = {{IEEE} International High Level Design Validation and Test Workshop, {HLDVT} 2009, San Francisco, CA, USA, 4-6 November 2009}, pages = {82--87}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/HLDVT.2009.5340170}, doi = {10.1109/HLDVT.2009.5340170}, timestamp = {Mon, 05 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hldvt/JhaLS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0903-2825, author = {Susmit Jha and Sanjit A. Seshia and Rhishikesh Limaye}, title = {On the Computational Complexity of Satisfiability Solving for String Theories}, journal = {CoRR}, volume = {abs/0903.2825}, year = {2009}, url = {http://arxiv.org/abs/0903.2825}, eprinttype = {arXiv}, eprint = {0903.2825}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0903-2825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0906-5110, author = {Susmit Jha}, title = {Statistical Analysis of Privacy and Anonymity Guarantees in Randomized Security Protocol Implementations}, journal = {CoRR}, volume = {abs/0906.5110}, year = {2009}, url = {http://arxiv.org/abs/0906.5110}, eprinttype = {arXiv}, eprint = {0906.5110}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0906-5110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hase/JhaJ08, author = {Susmit Jha and Sumit Kumar Jha}, title = {Randomization Based Probabilistic Approach to Detect Trojan Circuits}, booktitle = {11th {IEEE} High Assurance Systems Engineering Symposium, {HASE} 2008, Nanjing, China, December 3 - 5, 2008}, pages = {117--124}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/HASE.2008.37}, doi = {10.1109/HASE.2008.37}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hase/JhaJ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hase/JhaJ08a, author = {Sumit Kumar Jha and Susmit Jha}, title = {Random Relaxation Abstractions for Bounded Reachability Analysis of Linear Hybrid Automata: Distributed Randomized Abstractions in Model Checking}, booktitle = {11th {IEEE} High Assurance Systems Engineering Symposium, {HASE} 2008, Nanjing, China, December 3 - 5, 2008}, pages = {147--153}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/HASE.2008.38}, doi = {10.1109/HASE.2008.38}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hase/JhaJ08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/formats/JhaBS07, author = {Susmit Jha and Bryan A. Brady and Sanjit A. Seshia}, editor = {Jean{-}Fran{\c{c}}ois Raskin and P. S. Thiagarajan}, title = {Symbolic Reachability Analysis of Lazy Linear Hybrid Automata}, booktitle = {Formal Modeling and Analysis of Timed Systems, 5th International Conference, {FORMATS} 2007, Salzburg, Austria, October 3-5, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4763}, pages = {241--256}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-75454-1\_18}, doi = {10.1007/978-3-540-75454-1\_18}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/formats/JhaBS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcsb/JhaS06, author = {Susmit Jha and R. K. Shyamasundar}, title = {Adapting Biochemical Kripke Structures for Distributed Model Checking}, journal = {Trans. Comp. Sys. Biology}, volume = {7}, pages = {107--122}, year = {2006}, url = {https://doi.org/10.1007/11905455\_6}, doi = {10.1007/11905455\_6}, timestamp = {Wed, 06 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcsb/JhaS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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