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[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

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DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

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This repo contains the code for CVPR submission "Big but Invisible Adversarial Attack"

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This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.

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CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

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[CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long*, Luka Rimanic, Ce Zhang, Bo Li

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Federated Learning Framework Benchmark (UniFed)

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Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"

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[IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, Bo Li

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