deep-learning-security

There are 1 repository under deep-learning-security topic.

ebagdasa / backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
backdoors machine-learning research security pytorch adversarial-machine-learning adversarial deep-learning-security neural-trojan ml-backdoors backdoor-attacks deep-learning-backdoors federated-learning
Language:Python 320
jackaduma / SecBERT
pretrained BERT model for cyber security text, learned CyberSecurity Knowledge
cybersecurity security nlp bert bert-embeddings nlp-machine-learning deeplearning attention transformers transformer-encoder cyber-security security-automation apt machine-learning-security deep-learning-security cyber-threat-intelligence threat-intelligence threat-hunting threat-detection threat-analysis
Language:Python 138
VinAIResearch / Warping-based_Backdoor_Attack-release
WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
backdoor-attacks security deep-learning machine-learning computer-vision iclr2021 deep-learning-security
Language:Python 106
kenny-co / sgd-uap-torch
Universal Adversarial Perturbations (UAPs) for PyTorch
adversarial-attacks adversarial-examples adversarial-machine-learning deep-learning-security deep-neural-networks image-classification pytorch universal-adversarial-perturbations universal-attacks
Language:Jupyter Notebook 40
VinAIResearch / input-aware-backdoor-attack-release
Input-aware Dynamic Backdoor Attack (NeurIPS 2020)
backdoor-attack security deep-learning neurips-2020 attack deep-learning-security
Language:Python 26