selected publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2021
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Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning In 2021 IEEE symposium on security and privacy (SP) 2021
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Defeating DNN-Based Traffic Analysis Systems in Real-Time With Blind Adversarial Perturbations In 30th {USENIX} Security Symposium ({USENIX} Security 21) 2021
2020
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Massbrowser: Unblocking the censored web for the masses, by the masses In NDSS 2020
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Bidding strategies with gender nondiscrimination constraints for online ad auctions In Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency 2020
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Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising TPDP 2020
2019
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Enemy At the Gateways: Censorship-Resilient Proxy Distribution Using Game Theory. In NDSS 2019
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Comprehensive privacy analysis of deep learning: Passive and active white-box inference attacks against centralized and federated learning In 2019 IEEE symposium on security and privacy (SP) 2019
2018
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DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security 2018
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Machine Learning with Membership Privacy using Adversarial Regularization In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security 2018
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Poster: Introducing MassBrowser: A Censorship Circumvention System Run by the Masses 2018
2017
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The waterfall of liberty: Decoy routing circumvention that resists routing attacks In Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security 2017
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Compressive Traffic Analysis: A New Paradigm for Scalable Traffic Analysis In Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security 2017
2016
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GAME OF DECOYS: Optimal decoy routing through game theory In Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security 2016
2015
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Daemo: A self-governed crowdsourcing marketplace In Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology 2015
2014
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A dynamic Bayesian security game framework for strategic defense mechanism design In International conference on decision and game theory for security 2014