The trustworthy machine learning lab at PSU is led by Prof. Jinghui Chen in the College of Information Science and Technology.
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BackwardSmoothing
BackwardSmoothing PublicGithub Repo for AAAI'22 Paper: Efficient Robust Training via Backward Smoothing
Python 2
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CD-Adam
CD-Adam PublicCommunication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization (AISTATS 2022).
Python
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Focused-Flip-Federated-Backdoor-Attack
Focused-Flip-Federated-Backdoor-Attack PublicGithub Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
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uclaml/RayS
uclaml/RayS PublicRayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
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