ctttt1119

ctttt1119's Stars

• mtuann/fedlearn-backdoor-attacks

  Fast integration of backdoor attacks in machine learning and federated learning.

  Language:Python441

• mtuann/federated-learning-updated-papers

  Papers related to Federated Learning in all top venues

  4

• mtuann/backdoor-ai-resources

  Backdoor Stuff in AI/ ML domain

  12

• purp1eHaze/FedIPR

  Webank AI

  Language:Python364

• Mr-Ace-1997/Backdoor-Attack-Against-Split-Neural-Network-Based-Vertical-Federated-Learning

  The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"

  Language:Python121

• DSE-MSU/DeepRobust

  A pytorch adversarial library for attack and defense methods on images and graphs

  Language:Python973190

• Trusted-AI/adversarial-robustness-toolbox

  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

  Language:Python4.8k1.2k

• cleverhans-lab/cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  Language:Jupyter Notebook6.2k1.4k

• Harry24k/adversarial-attacks-pytorch

  PyTorch implementation of adversarial attacks [torchattacks]

  Language:Python1.9k345

• THUYimingLi/BackdoorBox

  The open-sourced Python toolbox for backdoor attacks and defenses.

  Language:Python43370

• autodriving-heart/Awesome-Autonomous-Driving

  awesome-autonomous-driving

  62069

• scope-lab-vu/ANTI-CARLA

  Automated Testing Framework for CARLA Simulator [ITSC 2022]

  Language:Python173

• hfzhang31/A3FL

  Language:Python202

• ahmetbersoz/chatgpt-prompts-for-academic-writing

  This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

  2.8k233

• mattnigh/ChatGPT3-Free-Prompt-List

  A free guide for learning to create ChatGPT3 Prompts

  Language:Ruby2.1k160

• VinAIResearch/input-aware-backdoor-attack-release

  Input-aware Dynamic Backdoor Attack (NeurIPS 2020)

  Language:Python274

• yangcf10/Poisoning-attack

  Language:Python76

• bxz9200/CLPA

  Language:Python21

• ybdai7/Chameleon-durable-backdoor

  [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (https://proceedings.mlr.press/v202/dai23a)"

  Language:Python315

• yuezunli/ISSBA

  Invisible Backdoor Attack with Sample-Specific Triggers

  Language:Python8517

• SCLBD/BackdoorBench

  Language:Jupyter Notebook38159

• THUYimingLi/backdoor-learning-resources

  A list of backdoor learning resources

  1k167

• RorschachChen/entangled-watermark-torch

  Language:Python171

• cleverhans-lab/entangled-watermark

  Language:Python4410

• NVlabs/Taylor_pruning

  Pruning Neural Networks with Taylor criterion in Pytorch

  Language:Python31067

• nigo81/tools-for-auditor

  As an auditor, we often face repeated boring data processing problems. Here are some of the problems I have solved. I hope that this project will have more people to fork and help more auditors.

  Language:Python324154

• jhcknzzm/Federated-Learning-Backdoor

  ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341

  Language:Python617

• verazuo/badnets-pytorch

  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

  Language:Python14131

• ksreenivasan/OOD_Federated_Learning

  Language:Roff6315

• ebagdasa/backdoor_federated_learning

  Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

  Language:Python27062