SewoongLab

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6 repositories

FLIP
Public
Official implementation of "Label Poisoning is All You Need".
Python
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MIT License
•1•6•0•0•Updated Jan 4, 2024Jan 4, 2024
ntk-backdoor
Public
Python
•0•2•0•0•Updated Sep 20, 2023Sep 20, 2023
backdoor-suite
Public
A module-based repository for testing and evaluating backdoor attacks and defenses.
machine-learning backdoor-attacks
Python
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MIT License
•1•7•4•0•Updated Jan 10, 2023Jan 10, 2023
spectre-defense
Public
Defending Against Backdoor Attacks Using Robust Covariance Estimation
machine-learning backdoor-attacks robust-statistics icml-2021
Python
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MIT License
•5•21•4•0•Updated Jul 12, 2021Jul 12, 2021
robust_dp
Public
Robust and differentially private mean estimation
Python
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MIT License
•0•5•0•0•Updated Feb 22, 2021Feb 22, 2021
RobustMetaLearningMLR
Public
This project contains the code for the paper accepted at NeurIPS 2020 - Robust Meta-learning for Mixed Linear Regression with Small Batches.
icml metalearning robust-statistics neurips mixture-models icml-2020 neurips-2020 icml2020 neurips2020
Python
•3•8•0•0•Updated Oct 21, 2020Oct 21, 2020