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ORCIDIan M. Molloy
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2020 – today
- 2023
[c39]Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin:
URET: Universal Robustness Evaluation Toolkit (for Evasion). USENIX Security Symposium 2023: 3817-3833- [i13]Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin:
URET: Universal Robustness Evaluation Toolkit (for Evasion). CoRR abs/2308.01840 (2023) - 2022
- [j8]Kathrin Grosse
, Taesung Lee, Battista Biggio, Youngja Park, Michael Backes, Ian M. Molloy:
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks. Comput. Secur. 120: 102814 (2022) - 2021
- [j7]Heqing Huang, Cong Zheng, Junyuan Zeng, Wu Zhou, Sencun Zhu, Peng Liu, Ian M. Molloy, Suresh Chari, Ce Zhang, Quanlong Guan:
A Large-Scale Study of Android Malware Development Phenomenon on Public Malware Submission and Scanning Platform. IEEE Trans. Big Data 7(2): 255-270 (2021) - [c38]Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy:
Adaptive Verifiable Training Using Pairwise Class Similarity. AAAI 2021: 10201-10209 - [c37]Ian M. Molloy, Josyula R. Rao, Marc Ph. Stoecklin:
AI vs. AI: Exploring the Intersections of AI and Cybersecurity. IWSPA@CODASPY 2021: 1 - 2020
- [c36]Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong:
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. ClinicalNLP@EMNLP 2020: 259-268 - [i12]Kathrin Grosse, Taesung Lee, Youngja Park, Michael Backes, Ian M. Molloy:
A new measure for overfitting and its implications for backdooring of deep learning. CoRR abs/2006.06721 (2020) - [i11]Nico Döttling, Kathrin Grosse, Michael Backes, Ian M. Molloy:
Adversarial Examples and Metrics. CoRR abs/2007.06993 (2020) - [i10]Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy:
Adaptive Verifiable Training Using Pairwise Class Similarity. CoRR abs/2012.07887 (2020)
2010 – 2019
- 2019
- [c35]Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava:
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. SafeAI@AAAI 2019 - [c34]Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian M. Molloy:
Reaching Data Confidentiality and Model Accountability on the CalTrain. DSN 2019: 336-348 - [c33]Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards, Jinfeng Yi, Dawn Song, Mingyan Liu, Ian M. Molloy:
AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos. ICCV 2019: 3967-3976 - [c32]Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su:
Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations. IEEE Symposium on Security and Privacy Workshops 2019: 43-49 - [e2]Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva García-Martín, Ricard Gavaldà, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian M. Molloy, Maria-Irina Nicolae, Mathieu Sinn:
ECML PKDD 2018 Workshops - Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings. Lecture Notes in Computer Science 11329, Springer 2019, ISBN 978-3-030-13452-5 [contents] - 2018
- [c31]Jialong Zhang, Zhongshu Gu, Jiyong Jang, Hui Wu, Marc Ph. Stoecklin, Heqing Huang, Ian M. Molloy:
Protecting Intellectual Property of Deep Neural Networks with Watermarking. AsiaCCS 2018: 159-172 - [c30]Xuejing Yuan, Yuxuan Chen, Aohui Wang, Kai Chen, Shengzhi Zhang, Heqing Huang, Ian M. Molloy:
All Your Alexa Are Belong to Us: A Remote Voice Control Attack against Echo. GLOBECOM 2018: 1-6 - [i9]Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su:
Defending Against Model Stealing Attacks Using Deceptive Perturbations. CoRR abs/1806.00054 (2018) - [i8]Zhongshu Gu, Heqing Huang, Jialong Zhang, Dong Su, Ankita Lamba, Dimitrios Pendarakis, Ian M. Molloy:
Securing Input Data of Deep Learning Inference Systems via Partitioned Enclave Execution. CoRR abs/1807.00969 (2018) - [i7]Maria-Irina Nicolae, Mathieu Sinn, Tran Ngoc Minh, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Ian M. Molloy, Benjamin Edwards:
Adversarial Robustness Toolbox v0.2.2. CoRR abs/1807.01069 (2018) - [i6]Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava:
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. CoRR abs/1811.03728 (2018) - [i5]Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian M. Molloy:
Reaching Data Confidentiality and Model Accountability on the CalTrain. CoRR abs/1812.03230 (2018) - 2017
- [i4]David Barrera, Ian M. Molloy, Heqing Huang:
IDIoT: Securing the Internet of Things like it's 1994. CoRR abs/1712.03623 (2017) - 2016
- [j6]Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Josyula R. Rao, Wilfried Teiken:
A platform and analytics for usage and entitlement analytics. IBM J. Res. Dev. 60(4): 7 (2016) - [c29]Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian M. Molloy, Suresh Chari:
DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays. AAAI 2016: 2386-2392 - [c28]Weining Yang, Ninghui Li, Ian M. Molloy, Youngja Park, Suresh N. Chari:
Comparing Password Ranking Algorithms on Real-World Password Datasets. ESORICS (1) 2016: 69-90 - [c27]Ian M. Molloy, Suresh Chari, Ulrich Finkler, Mark Wiggerman, Coen Jonker, Ted Habeck, Youngja Park, Frank Jordens, Ron van Schaik:
Graph Analytics for Real-Time Scoring of Cross-Channel Transactional Fraud. Financial Cryptography 2016: 22-40 - [c26]Haining Chen, Omar Chowdhury, Ninghui Li, Warut Khern-am-nuai, Suresh Chari, Ian M. Molloy, Youngja Park:
Tri-Modularization of Firewall Policies. SACMAT 2016: 37-48 - 2015
- [c25]Youngja Park, Ian M. Molloy, Suresh N. Chari, Zenglin Xu, Christopher S. Gates, Ninghui Li:
Learning from Others: User Anomaly Detection Using Anomalous Samples from Other Users. ESORICS (2) 2015: 396-414 - 2014
- [j5]Youngja Park, Zijie Qi, Suresh N. Chari, Ian M. Molloy:
PAKDD'12 best paper: generating balanced classifier-independent training samples from unlabeled data. Knowl. Inf. Syst. 41(3): 871-892 (2014) - [j4]Christopher S. Gates, Ninghui Li, Hao Peng, Bhaskar Pratim Sarma, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy:
Generating Summary Risk Scores for Mobile Applications. IEEE Trans. Dependable Secur. Comput. 11(3): 238-251 (2014) - [c24]Christopher S. Gates, Ninghui Li, Zenglin Xu, Suresh N. Chari, Ian M. Molloy, Youngja Park:
Detecting Insider Information Theft Using Features from File Access Logs. ESORICS (2) 2014: 383-400 - [e1]Sylvia L. Osborn, Mahesh V. Tripunitara, Ian M. Molloy:
19th ACM Symposium on Access Control Models and Technologies, SACMAT '14, London, ON, Canada - June 25 - 27, 2014. ACM 2014, ISBN 978-1-4503-2939-2 [contents] - 2013
- [c23]Suresh Chari, Ian M. Molloy, Youngja Park, Wilfried Teiken:
Ensuring continuous compliance through reconciling policy with usage. SACMAT 2013: 49-60 - [c22]Ian M. Molloy, Mahesh V. Tripunitara, Volkmar Lotz, Martin Kuhlmann, Casey Schaufler, Vijay Atluri:
Panel on granularity in access control. SACMAT 2013: 85-86 - [c21]Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Wilfried Teiken:
A bigData platform for analytics on access control policies and logs. SACMAT 2013: 185-188 - [i3]Shandian Zhe, Yuan Qi, Youngja Park, Ian M. Molloy, Suresh Chari:
DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements. CoRR abs/1311.2663 (2013) - 2012
- [j3]Tiancheng Li, Ninghui Li, Jian Zhang, Ian M. Molloy:
Slicing: A New Approach for Privacy Preserving Data Publishing. IEEE Trans. Knowl. Data Eng. 24(3): 561-574 (2012) - [c20]Hao Peng, Christopher S. Gates, Bhaskar Pratim Sarma, Ninghui Li, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy:
Using probabilistic generative models for ranking risks of Android apps. CCS 2012: 241-252 - [c19]Ian M. Molloy, Luke Dickens, Charles Morisset, Pau-Chen Cheng, Jorge Lobo, Alessandra Russo:
Risk-based security decisions under uncertainty. CODASPY 2012: 157-168 - [c18]Luke Dickens, Ian M. Molloy, Jorge Lobo, Pau-Chen Cheng, Alessandra Russo:
Learning Stochastic Models of Information Flow. ICDE 2012: 570-581 - [c17]Youngja Park, Zijie Qi, Suresh Chari, Ian M. Molloy:
Generating Balanced Classifier-Independent Training Samples from Unlabeled Data. PAKDD (1) 2012: 266-281 - [c16]Bhaskar Pratim Sarma, Ninghui Li, Christopher S. Gates, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy:
Android permissions: a perspective combining risks and benefits. SACMAT 2012: 13-22 - [c15]Ian M. Molloy, Youngja Park, Suresh Chari:
Generative models for access control policies: applications to role mining over logs with attribution. SACMAT 2012: 45-56 - [c14]Suresh Chari, Jorge Lobo, Ian M. Molloy:
Practical risk aggregation in RBAC models. SACMAT 2012: 117-118 - 2011
- [c13]Ian M. Molloy, Jorge Lobo, Suresh Chari:
Adversaries' Holy Grail: access control analytics. BADGERS@EuroSys 2011: 54-61 - [c12]Ian M. Molloy, Ninghui Li:
Attack on the GridCode one-time password. AsiaCCS 2011: 306-315 - 2010
- [b1]Ian M. Molloy:
Automatic migration to role based access control. Purdue University, USA, 2010 - [j2]Ian M. Molloy, Hong Chen, Tiancheng Li, Qihua Wang, Ninghui Li, Elisa Bertino, Seraphin B. Calo, Jorge Lobo:
Mining Roles with Multiple Objectives. ACM Trans. Inf. Syst. Secur. 13(4): 36:1-36:35 (2010) - [c11]Ian M. Molloy, Ninghui Li, Yuan (Alan) Qi, Jorge Lobo, Luke Dickens:
Mining roles with noisy data. SACMAT 2010: 45-54 - [c10]Chris Giblin, Marcel Graf, Günter Karjoth, Andreas Wespi, Ian M. Molloy, Jorge Lobo, Seraphin B. Calo:
Towards an integrated approach to role engineering. SafeConfig 2010: 63-70 - [c9]Nan Ding, Yuan (Alan) Qi, Rongjing Xiang, Ian M. Molloy, Ninghui Li:
Nonparametric Bayesian Matrix Factorization by Power-EP. AISTATS 2010: 169-176
2000 – 2009
- 2009
- [c8]Ziqing Mao, Ninghui Li, Ian M. Molloy:
Defeating Cross-Site Request Forgery Attacks with Browser-Enforced Authenticity Protection. Financial Cryptography 2009: 238-255 - [c7]Ian M. Molloy, Ninghui Li, Tiancheng Li:
On the (In)Security and (Im)Practicality of Outsourcing Precise Association Rule Mining. ICDM 2009: 872-877 - [c6]Ian M. Molloy, Ninghui Li, Tiancheng Li, Ziqing Mao, Qihua Wang, Jorge Lobo:
Evaluating role mining algorithms. SACMAT 2009: 95-104 - [i2]Tiancheng Li, Ninghui Li, Jian Zhang, Ian M. Molloy:
Slicing: A New Approach to Privacy Preserving Data Publishing. CoRR abs/0909.2290 (2009) - 2008
- [c5]Ian M. Molloy, Pau-Chen Cheng, Pankaj Rohatgi:
Trading in risk: using markets to improve access control. NSPW 2008: 107-125 - [c4]Ian M. Molloy, Hong Chen, Tiancheng Li, Qihua Wang, Ninghui Li, Elisa Bertino, Seraphin B. Calo, Jorge Lobo:
Mining roles with semantic meanings. SACMAT 2008: 21-30 - 2007
- [j1]Ian M. Molloy, Tomasz F. Stepinski:
Automatic mapping of valley networks on Mars. Comput. Geosci. 33(6): 728-738 (2007) - [c3]Ian M. Molloy, Jiangtao Li, Ninghui Li:
Dynamic Virtual Credit Card Numbers. Financial Cryptography 2007: 208-223 - [c2]Ian M. Molloy:
Environmental Management Systems and Information Management - Strategic-Systematical Integration of Green Value Added. ITEE 2007: 251-260 - [i1]William R. Speirs II, Ian M. Molloy:
Making Large Hash Functions From Small Compression Functions. IACR Cryptol. ePrint Arch. 2007: 239 (2007) - 2005
- [c1]Ian M. Molloy:
Supply Chain Management goes RoHS - The Need to Include Compliance Related Information in the Supply Chain Information Flow. ITEE 2005: 12-22
Coauthor Index
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