de Montjoye, Yves-Alexandre

1. Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models
   2023/10/23 by Matthieu Meeus, Meeus, Matthieu, Shubham Jain +5 · 22 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It)
   2024/06/25 by Meeus, Matthieu, Shilov, Igor, Jain, Shubham +3 · 23 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Copyright Traps for Large Language Models
   2024/02/14 by Meeus, Matthieu, Igor Shilov, Manuel Faysse +4 · 13 citations
   Computer Science · #Privacy-Preserving Technologies in Data
4. D4D-Senegal: The Second Mobile Phone Data for Development Challenge
   2014/07/18 by Yves-Alexandre de Montjoye, de Montjoye, Yves-Alexandre, Zbigniew Smoreda +7 · 6 citations
   Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #ICT in Developing Communities #Opportunistic and Delay-Tolerant Networks #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
5. Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting
   2023/06/08 by Ana-Maria Creţu, Daniel N. Jones, Cretu, Ana-Maria +5 · 2 citations
   Computer Science · #Machine Learning in Healthcare #Topic Modeling #Adversarial Robustness in Machine Learning
6. The Mosaic Memory of Large Language Models
   2024/05/24 by Igor Shilov, Matthieu Meeus, Shilov, Igor +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey
   2018/07/02 by Albert Ali Salah, Alex Pentland, Salah, Albert Ali +13 · 1 citation
   Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Urban Transport and Accessibility #Urban, Neighborhood, and Segregation Studies
8. The DCR Delusion: Measuring the Privacy Risk of Synthetic Data
   2025/05/02 by Nataša Krčo, Yao, Zexi, Krčo, Nataša +4 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
9. Exploring the limits of strong membership inference attacks on large language models
   2025/05/24 by Jamie Hayes, Hayes, Jamie, Ilia Shumailov +29 · 2 voices · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CR #cs.LG
10. Lost in the Averages: A New Specific Setup to Evaluate Membership Inference Attacks Against Machine Learning Models
    2024/05/24 by Nataša Krčo, Florent Guépin, Krčo, Nataša +6 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Watermarking Training Data of Music Generation Models
    2024/12/11 by Pascal Epple, Igor Shilov, Epple, Pascal +4 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computer Graphics and Visualization Techniques
12. Free Record-Level Privacy Risk Evaluation Through Artifact-Based Methods
    2024/11/08 by J. T. Pollock, Igor Shilov, Pollock, Joseph +5 · 3 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
13. Certification for Differentially Private Prediction in Gradient-Based Training
    2024/06/19 by Wicker, Matthew, Sosnin, Philip, Shilov, Igor +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)