ebagdasa / backdoors101 Star 317 Code Issues Pull requests Discussions Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors. security machine-learning research pytorch adversarial backdoors adversarial-machine-learning federated-learning backdoor-attacks neural-trojan deep-learning-security ml-backdoors deep-learning-backdoors Updated Feb 5, 2023 Python
jackaduma / SecBERT Star 135 Code Issues Pull requests pretrained BERT model for cyber security text, learned CyberSecurity Knowledge nlp security apt transformers cybersecurity attention threat-hunting deeplearning cyber-security nlp-machine-learning bert threat-analysis security-automation threat-intelligence machine-learning-security cyber-threat-intelligence threat-detection transformer-encoder bert-embeddings deep-learning-security Updated Apr 28, 2023 Python
VinAIResearch / Warping-based_Backdoor_Attack-release Star 105 Code Issues Pull requests WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021) security machine-learning computer-vision deep-learning backdoor-attacks deep-learning-security iclr2021 Updated May 26, 2022 Python
kenny-co / sgd-uap-torch Star 39 Code Issues Pull requests Universal Adversarial Perturbations (UAPs) for PyTorch deep-neural-networks pytorch image-classification adversarial-machine-learning adversarial-examples universal-adversarial-perturbations adversarial-attacks deep-learning-security universal-attacks Updated Aug 28, 2021 Jupyter Notebook
VinAIResearch / input-aware-backdoor-attack-release Star 26 Code Issues Pull requests Input-aware Dynamic Backdoor Attack (NeurIPS 2020) security deep-learning attack neurips-2020 backdoor-attack deep-learning-security Updated Jun 22, 2022 Python