Mathias Lécuyer

1. Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning
   2021/03/02 by Mathias Lécuyer, Lécuyer, Mathias · 6 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
2. PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
   2024/02/12 by Mishaal Kazmi, Hadrien Lautraite, Kazmi, Mishaal +13 · 5 citations
   Computer Science · Business, Management and Accounting · #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI) #Big Data and Business Intelligence
3. Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments
   2022/06/20 by Jinkun Lin, Anqi Zhang, Lin, Jinkun +9 · 3 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
4. XRay: Enhancing the Web's Transparency with Differential Correlation
   2014/07/08 by Mathias Lécuyer, Lecuyer, Mathias, Guillaume Ducoffe +14 · 2 citations
   Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies #Personal Information Management and User Behavior #Recommender Systems and Techniques
5. NetShaper: A Differentially Private Network Side-Channel Mitigation System
   2023/10/10 by Amir Sabzi, Sabzi, Amir, R. Vora +9 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Security and Verification in Computing #Software-Defined Networks and 5G
6. Privacy Budget Scheduling
   2021/06/29 by Tao Luo, Luo, Tao, Mingen Pan +9 · 1 citation
   Computer Science · #Age of Information Optimization #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)