Casey Meehan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Privacy Preserving

Generative Model

Top Venues

USENIX Security Symposium

Publications

Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD. USENIX Security Symposium (2024)
Tatsuki Koga, Casey Meehan, Kamalika Chaudhuri
Measuring Privacy Loss in Distributed Spatio-Temporal Data. CoRR (2024)
Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning. CoRR (2023)
Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning. NeurIPS (2023)
Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD. CoRR (2023)
Casey Meehan, Khalil Mrini, Kamalika Chaudhuri
Sentence-level Privacy for Document Embeddings. ACL (1) (2022)
Casey Meehan, Khalil Mrini, Kamalika Chaudhuri
Sentence-level Privacy for Document Embeddings. CoRR (2022)
Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
Privacy Implications of Shuffling. ICLR (2022)
Tatsuki Koga, Casey Meehan, Kamalika Chaudhuri
Privacy Amplification by Subsampling in Time Domain. AISTATS (2022)
Tatsuki Koga, Casey Meehan, Kamalika Chaudhuri
Privacy Amplification by Subsampling in Time Domain. CoRR (2022)
Casey Meehan, Kamalika Chaudhuri
Location Trace Privacy Under Conditional Priors. AISTATS (2021)
Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
A Shuffling Framework for Local Differential Privacy. CoRR (2021)
Casey Meehan, Kamalika Chaudhuri
Location Trace Privacy Under Conditional Priors. CoRR (2021)
Casey Meehan, Kamalika Chaudhuri, Sanjoy Dasgupta
A Non-Parametric Test to Detect Data-Copying in Generative Models. CoRR (2020)
Casey Meehan, Kamalika Chaudhuri, Sanjoy Dasgupta
A Three Sample Hypothesis Test for Evaluating Generative Models. AISTATS (2020)
Casey Meehan, Kamalika Chaudhuri
Location Trace Privacy Under Conditional Priors. CoRR (2019)