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@inproceedings{DBLP:conf/ccs/0002KF23, author = {Tobias Lorenz and Marta Kwiatkowska and Mario Fritz}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Certifiers Make Neural Networks Vulnerable to Availability Attacks}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {67--78}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623917}, doi = {10.1145/3605764.3623917}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/0002KF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/AbdelnabiGMEHF23, author = {Sahar Abdelnabi and Kai Greshake and Shailesh Mishra and Christoph Endres and Thorsten Holz and Mario Fritz}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Not What You've Signed Up For: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {79--90}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623985}, doi = {10.1145/3605764.3623985}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/AbdelnabiGMEHF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/BatesMH23, author = {Elizabeth Bates and Vasilios Mavroudis and Chris Hicks}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Reward Shaping for Happier Autonomous Cyber Security Agents}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {221--232}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623916}, doi = {10.1145/3605764.3623916}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/BatesMH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/BitonMLKBSPEN23, author = {Dudi Biton and Aditi Misra and Efrat Levy and Jaidip Kotak and Ron Bitton and Roei Schuster and Nicolas Papernot and Yuval Elovici and Ben Nassi}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {The Adversarial Implications of Variable-Time Inference}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {103--114}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623912}, doi = {10.1145/3605764.3623912}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/BitonMLKBSPEN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/ChobolaUK23, author = {Tom{\'{a}}s Chobola and Dmitrii Usynin and Georgios Kaissis}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Membership Inference Attacks Against Semantic Segmentation Models}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {43--53}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623906}, doi = {10.1145/3605764.3623906}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/ChobolaUK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/ChowKLCAP23, author = {Theo Chow and Zeliang Kan and Lorenz Linhardt and Lorenzo Cavallaro and Daniel Arp and Fabio Pierazzi}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Drift Forensics of Malware Classifiers}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {197--207}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623918}, doi = {10.1145/3605764.3623918}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/ChowKLCAP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/CoqueretCSZ23, author = {Beno{\^{\i}}t Coqueret and Mathieu Carbone and Olivier Sentieys and Gabriel Zaid}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {127--138}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623903}, doi = {10.1145/3605764.3623903}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/CoqueretCSZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/DOnghiaCGCPZ23, author = {Mario D'Onghia and Federico Di Cesare and Luigi Gallo and Michele Carminati and Mario Polino and Stefano Zanero}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Lookin' Out My Backdoor! Investigating Backdooring Attacks Against DL-driven Malware Detectors}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {209--220}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623919}, doi = {10.1145/3605764.3623919}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/DOnghiaCGCPZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/GibertZL23, author = {Daniel Gibert and Giulio Zizzo and Quan Le}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {173--184}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623914}, doi = {10.1145/3605764.3623914}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/GibertZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/HicksMFDHW23, author = {Chris Hicks and Vasilios Mavroudis and Myles Foley and Thomas Davies and Kate Highnam and Tim Watson}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {91--101}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623986}, doi = {10.1145/3605764.3623986}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/HicksMFDHW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/HolzlRK23, author = {Florian A. H{\"{o}}lzl and Daniel Rueckert and Georgios Kaissis}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Equivariant Differentially Private Deep Learning: Why {DP-SGD} Needs Sparser Models}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {11--22}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623902}, doi = {10.1145/3605764.3623902}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/HolzlRK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/HuiFO23, author = {Tian Hui and Farhad Farokhi and Olga Ohrimenko}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Information Leakage from Data Updates in Machine Learning Models}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {35--41}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623905}, doi = {10.1145/3605764.3623905}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/HuiFO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/ImgrundGHPRR23, author = {Erik Imgrund and Tom Ganz and Martin H{\"{a}}rterich and Lukas Pirch and Niklas Risse and Konrad Rieck}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {149--160}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623915}, doi = {10.1145/3605764.3623915}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/ImgrundGHPRR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/JoycePNR23, author = {Robert J. Joyce and Tirth Patel and Charles Nicholas and Edward Raff}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {185--196}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623907}, doi = {10.1145/3605764.3623907}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/JoycePNR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/KhannaLRT23, author = {Amol Khanna and Fred Lu and Edward Raff and Brian Testa}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Differentially Private Logistic Regression with Sparse Solutions}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {1--9}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623910}, doi = {10.1145/3605764.3623910}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/KhannaLRT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/KumarIM23, author = {Rajesh Kumar and Can Isik and Chilukuri Krishna Mohan}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Dictionary Attack on IMU-based Gait Authentication}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {115--126}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623909}, doi = {10.1145/3605764.3623909}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/KumarIM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LeBlondMLFZRT23, author = {Tyler LeBlond and Joseph Munoz and Fred Lu and Maya Fuchs and Elliott Zaresky{-}Williams and Edward Raff and Brian Testa}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Probing the Transition to Dataset-Level Privacy in {ML} Models Using an Output-Specific and Data-Resolved Privacy Profile}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {23--33}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623904}, doi = {10.1145/3605764.3623904}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/LeBlondMLFZRT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/MontaruliDPCBB23, author = {Biagio Montaruli and Luca Demetrio and Maura Pintor and Luca Compagna and Davide Balzarotti and Battista Biggio}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Raze to the Ground: Query-Efficient Adversarial {HTML} Attacks on Machine-Learning Phishing Webpage Detectors}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {233--244}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623920}, doi = {10.1145/3605764.3623920}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/MontaruliDPCBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/NasirigerdehRK23, author = {Reza Nasirigerdeh and Daniel Rueckert and Georgios Kaissis}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Utility-preserving Federated Learning}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {55--65}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623908}, doi = {10.1145/3605764.3623908}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/NasirigerdehRK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/RahmanA23, author = {Md Asifur Rahman and Sarra M. Alqahtani}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Task-Agnostic Safety for Reinforcement Learning}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {139--148}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623913}, doi = {10.1145/3605764.3623913}, timestamp = {Sat, 23 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/RahmanA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/RichardsRM23, author = {Luke E. Richards and Edward Raff and Cynthia Matuszek}, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Measuring Equality in Machine Learning Security Defenses: {A} Case Study in Speech Recognition}, booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, pages = {161--171}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764.3623911}, doi = {10.1145/3605764.3623911}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/RichardsRM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ccs/2023aisec, editor = {Maura Pintor and Xinyun Chen and Florian Tram{\`{e}}r}, title = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3605764}, doi = {10.1145/3605764}, timestamp = {Thu, 23 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/2023aisec.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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