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dba icon dba

DBA: Distributed Backdoor Attacks against Federated Learning

federated-correlation-test icon federated-correlation-test

This repository contains the evaluation code for the ICML'23 paper: Secure Federated Correlation Test and Entropy Estimation.

fedlearner icon fedlearner

A multi-party collaborative machine learning framework

manifold-sca icon manifold-sca

Research Artifact of USENIX Security 2022 Paper: Automated Side Channel Analysis of Media Software with Manifold Learning

mdpfuzz icon mdpfuzz

Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.

mpcdiff icon mpcdiff

This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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