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Matthew Jagielski

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 7:08 PM AMS

12

papers

1,280

total citations

papers (12)

Are aligned neural networks adversarially aligned?

NEURIPS 2023arXiv

Auditing Differentially Private Machine Learning: How Private is Private SGD?

NEURIPS 2020arXiv

Counterfactual Memorization in Neural Language Models

NEURIPS 2023arXiv

Stealing part of a production language model

The Privacy Onion Effect: Memorization is Relative

NEURIPS 2022arXiv

Privacy Auditing with One (1) Training Run

NEURIPS 2023arXiv

Students Parrot Their Teachers: Membership Inference on Model Distillation

NEURIPS 2023arXiv

Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards

Exploring the limits of strong membership inference attacks on large language models

NEURIPS 2025arXiv

Auditing Private Prediction

Differentially Private Prototypes for Imbalanced Transfer Learning

Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research

NEURIPS 2025arXiv