Mathias Lécuyer

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Differential Privacy

Differentially Private

Top Venues

IEEE Symposium on Security and Privacy

USENIX Security Symposium

Publications

Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer
DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction). AAAI (2024)
Bingshan Hu, Zhiming Huang, Tianyue H. Zhang, Mathias Lécuyer, Nidhi Hegde
Efficient and Adaptive Posterior Sampling Algorithms for Bandits. CoRR (2024)
Saiyue Lyu, Shadab Shaikh, Frederick Shpilevskiy, Evan Shelhamer, Mathias Lécuyer
Adaptive Randomized Smoothing: Certifying Multi-Step Defences against Adversarial Examples. CoRR (2024)
Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Mauricio Soroco, Qiaoyue Tang, Tao Wang, Sébastien Gambs, Mathias Lécuyer
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining. CoRR (2024)
Amir Sabzi, Rut Vora, Swati Goswami, Margo I. Seltzer, Mathias Lécuyer, Aastha Mehta
NetShaper: A Differentially Private Network Side-Channel Mitigation System. USENIX Security Symposium (2024)
Pierre Tholoniat, Kelly Kostopoulou, Peter McNeely, Prabhpreet Singh Sodhi, Anirudh Varanasi, Benjamin Case, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Alistair: Efficient On-device Budgeting for Differentially-Private Ad-Measurement Systems. CoRR (2024)
Shiqi He, Qifan Yan, Feijie Wu, Lanjun Wang, Mathias Lécuyer, Ivan Beschastnikh
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning. MLSys (2023)
Amir Sabzi, Rut Vora, Swati Goswami, Margo I. Seltzer, Mathias Lécuyer, Aastha Mehta
NetShaper: A Differentially Private Network Side-Channel Mitigation System. CoRR (2023)
Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Turbo: Effective Caching in Differentially-Private Databases. SOSP (2023)
Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer
DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction). CoRR (2023)
Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Boost: Effective Caching in Differentially-Private Databases. CoRR (2023)
Qiaoyue Tang, Mathias Lécuyer
DP-Adam: Correcting DP Bias in Adam's Second Moment Estimation. CoRR (2023)
Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. CoRR (2022)
Pierre Tholoniat, Kelly Kostopoulou, Mosharaf Chowdhury, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer, Junfeng Yang
Packing Privacy Budget Efficiently. CoRR (2022)
Ali Behrouz, Mathias Lécuyer, Cynthia Rudin, Mango I. Seltzer
Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design. CIKM Workshops (2022)
Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. ICML (2022)
Ali Behrouz, Mathias Lécuyer, Cynthia Rudin, Margo I. Seltzer
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design. CoRR (2022)
Shiqi He, Qifan Yan, Feijie Wu, Lanjun Wang, Mathias Lécuyer, Ivan Beschastnikh
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning. CoRR (2022)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Amit Sharma, Aleksandrs Slivkins
Sayer: Using Implicit Feedback to Optimize System Policies. CoRR (2021)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Aleksandrs Slivkins, Amit Sharma
Sayer: Using Implicit Feedback to Optimize System Policies. SoCC (2021)
Mathias Lécuyer
Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning. CoRR (2021)
Tao Luo, Mingen Pan, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Privacy Budget Scheduling. CoRR (2021)
Tao Luo, Mingen Pan, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Privacy Budget Scheduling. OSDI (2021)
Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu, Suman Jana
Certified Robustness to Adversarial Examples with Differential Privacy. IEEE Symposium on Security and Privacy (2019)
Mathias Lécuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu
Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform. CoRR (2019)
Mathias Lécuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu
Privacy accounting and quality control in the sage differentially private ML platform. SOSP (2019)
Mathias Lécuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu
Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform. ACM SIGOPS Oper. Syst. Rev. 53 (1) (2019)
Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu, Suman Jana
On the Connection between Differential Privacy and Adversarial Robustness in Machine Learning. CoRR (2018)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Enhancing Selectivity in Big Data. IEEE Secur. Priv. 16 (1) (2018)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization. IEEE Symposium on Security and Privacy (2017)
Mathias Lécuyer, Joshua Lockerman, Lamont Nelson, Siddhartha Sen, Amit Sharma, Aleksandrs Slivkins
Harvesting Randomness to Optimize Distributed Systems. HotNets (2017)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization. CoRR (2017)
Mathias Lécuyer, Max Tucker, Augustin Chaintreau
Improving the Transparency of the Sharing Economy. WWW (Companion Volume) (2017)
Guillaume Ducoffe, Mathias Lécuyer, Augustin Chaintreau, Roxana Geambasu
Web Transparency for Complex Targeting: Algorithms, Limits, and Tradeoffs. SIGMETRICS (2015)
Mathias Lécuyer, Riley Spahn, Yannis Spiliopolous, Augustin Chaintreau, Roxana Geambasu, Daniel J. Hsu
Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence. CCS (2015)
Nicolas Viennot, Mathias Lécuyer, Jonathan Bell, Roxana Geambasu, Jason Nieh
Synapse: a microservices architecture for heterogeneous-database web applications. EuroSys (2015)
Mathias Lécuyer, Guillaume Ducoffe, Francis Lan, Andrei Papancea, Theofilos Petsios, Riley Spahn, Augustin Chaintreau, Roxana Geambasu
XRay: Enhancing the Web's Transparency with Differential Correlation. CoRR (2014)
Mathias Lécuyer, Guillaume Ducoffe, Francis Lan, Andrei Papancea, Theofilos Petsios, Riley Spahn, Augustin Chaintreau, Roxana Geambasu
XRay: Enhancing the Web's Transparency with Differential Correlation. USENIX Security Symposium (2014)
Kanak Biscuitwala, Willem Bult, Mathias Lécuyer, T. J. Purtell, Madeline K. B. Ross, Augustin Chaintreau, Chris Haseman, Monica S. Lam, Susan E. McGregor
Weaving a safe web of news. WWW (Companion Volume) (2013)
Kanak Biscuitwala, Willem Bult, Mathias Lécuyer, T. J. Purtell, Madeline K. B. Ross, Augustin Chaintreau, Chris Haseman, Monica S. Lam, Susan E. McGregor
Dispatch: secure, resilient mobile reporting. SIGCOMM (2013)