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El-Mahdi El-Mhamdi

Inverting Gradient Attacks Naturally Makes Data Poisons: An Availability Attack on Neural Networks

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Oct 28, 2024
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On Goodhart's law, with an application to value alignment

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Oct 12, 2024
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Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning

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Oct 09, 2024
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SoK: On the Impossible Security of Very Large Foundation Models

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Sep 30, 2022
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Garfield: System Support for Byzantine Machine Learning

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Oct 12, 2020
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Collaborative Learning as an Agreement Problem

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Aug 04, 2020
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Distributed Momentum for Byzantine-resilient Learning

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Mar 09, 2020
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Fast and Secure Distributed Learning in High Dimension

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May 05, 2019
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SGD: Decentralized Byzantine Resilience

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May 05, 2019
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