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deep learning for image processing including classification and object-detection etc.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
The open-sourced Python toolbox for backdoor attacks and defenses.
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
本项目致力于收集网上公开来源的威胁情报，主要关注信誉类威胁情报（如IP/域名等），以及事件类威胁情报。
Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023
Semantic Feature Augmentation in Few-shot Learning
Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.
Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"
Input-aware Dynamic Backdoor Attack (NeurIPS 2020)
This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."
A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...