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deep-learning-security

Here are 6 public repositories matching this topic...

ebagdasa / backdoors101

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

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Updated Apr 28, 2023
Python

VinAIResearch / Warping-based_Backdoor_Attack-release

WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)

security machine-learning computer-vision deep-learning backdoor-attacks deep-learning-security iclr2021

Updated Nov 11, 2024
Python

kenny-co / sgd-uap-torch

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

Input-aware Dynamic Backdoor Attack (NeurIPS 2020)

security deep-learning attack neurips-2020 backdoor-attack deep-learning-security

Updated Jul 22, 2024
Python

VinAIResearch / COMBAT

COMBAT: Alternated Training for Effective Clean-Label Backdoor Attack (AAAI 2024)

machine-learning computer-vision backdoor-attacks deep-learning-security trustworthy-ai aaai2024

Updated Aug 26, 2024
Python

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