Casey Meehan

According to our database, Casey Meehan authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Measuring Privacy Loss in Distributed Spatio-Temporal Data.

Tatsuki Koga, Casey Meehan, Kamalika Chaudhuri

CoRR, 2024

Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD.

Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

The Primacy of Applied Privacy: Different Approaches to Data Privacy Needed for Different Machine Learning Tasks

Casey Meehan

PhD thesis, 2023

Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning.

Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Privacy Implications of Shuffling.

Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha

Proceedings of the Tenth International Conference on Learning Representations, 2022

Privacy Amplification by Subsampling in Time Domain.

Tatsuki Koga, Casey Meehan, Kamalika Chaudhuri

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Sentence-level Privacy for Document Embeddings.

Casey Meehan, Khalil Mrini, Kamalika Chaudhuri

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

A Shuffling Framework for Local Differential Privacy.

Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha

CoRR, 2021

Location Trace Privacy Under Conditional Priors.

Casey Meehan, Kamalika Chaudhuri

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

A Non-Parametric Test to Detect Data-Copying in Generative Models.

Casey Meehan, Kamalika Chaudhuri, Sanjoy Dasgupta

CoRR, 2020

A Three Sample Hypothesis Test for Evaluating Generative Models.

Casey Meehan, Kamalika Chaudhuri, Sanjoy Dasgupta

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020