Reza Shokri
Orcid: 0000-0001-9816-0173Affiliations:
- National University of Singapore
According to our database1,
Reza Shokri
authored at least 79 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
2023
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory.
CoRR, 2023
CoRR, 2023
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE European Symposium on Security and Privacy, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021
2020
Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising.
CoRR, 2020
ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning.
CoRR, 2020
Proceedings of the IEEE European Symposium on Security and Privacy, 2020
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020
2019
Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer.
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning.
Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019
2018
A Predictive Model for User Motivation and Utility Implications of Privacy-Protection Mechanisms in Location Check-Ins.
IEEE Trans. Mob. Comput., 2018
Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks.
CoRR, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018
2017
IEEE Trans. Mob. Comput., 2017
Privacy Games Along Location Traces: A Game-Theoretic Framework for Optimizing Location Privacy.
ACM Trans. Priv. Secur., 2017
Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017
2016
Proceedings of the IEEE Symposium on Security and Privacy, 2016
2015
Proc. Priv. Enhancing Technol., 2015
Predicting Users' Motivations behind Location Check-Ins and Utility Implications of Privacy Protection Mechanisms.
Proceedings of the 22nd Annual Network and Distributed System Security Symposium, 2015
Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015
2014
IEEE Trans. Dependable Secur. Comput., 2014
Privacy Games: Optimal Protection Mechanism Design for Bayesian and Differential Privacy.
CoRR, 2014
Prolonging the Hide-and-Seek Game: Optimal Trajectory Privacy for Location-Based Services.
Proceedings of the 13th Workshop on Privacy in the Electronic Society, 2014
Proceedings of the Privacy Enhancing Technologies - 14th International Symposium, 2014
Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014
2013
Proceedings of the Ausgezeichnete Informatikdissertationen 2013, 2013
2012
Proceedings of the ACM Conference on Computer and Communications Security, 2012
2011
Proceedings of the 32nd IEEE Symposium on Security and Privacy, 2011
Proceedings of the Privacy Enhancing Technologies - 11th International Symposium, 2011
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011
Proceedings of the Decision and Game Theory for Security - Second International Conference, 2011
Proceedings of the Financial Cryptography and Data Security, 2011
2010
Proceedings of the 2010 ACM Workshop on Privacy in the Electronic Society, 2010
Proceedings of the Third ACM Conference on Wireless Network Security, 2010
2009
Proceedings of the 2009 ACM Workshop on Privacy in the Electronic Society, 2009
Proceedings of the Second ACM Conference on Wireless Network Security, 2009
Preserving privacy in collaborative filtering through distributed aggregation of offline profiles.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the Privacy Enhancing Technologies, 9th International Symposium, 2009
2008
AntMig: A Novel Code Migration Method to Conserve Energy in Wireless Sensor Networks.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008
2007
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007
Proceedings of the Sixth International Conference on Networking (ICN 2007), 2007
Proceedings of the 4th IEEE Consumer Communications and Networking Conference, 2007
2006
Proceedings of the 14th IEEE International Conference on Networks, 2006