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Nicolas Papernot

LLM Dataset Inference: Did you train on my dataset?

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Jun 10, 2024
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Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model

May 23, 2024
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Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias

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Mar 12, 2024
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Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Mar 02, 2024
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Architectural Neural Backdoors from First Principles

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Feb 10, 2024
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Regulation Games for Trustworthy Machine Learning

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Feb 05, 2024
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Unlearnable Algorithms for In-context Learning

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Feb 01, 2024
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Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data

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Jan 31, 2024
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Memorization in Self-Supervised Learning Improves Downstream Generalization

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Jan 24, 2024
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Robust and Actively Secure Serverless Collaborative Learning

Oct 25, 2023
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