deep-learning-security

Here are 7 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

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pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Updated Apr 28, 2023
Python

VinAIResearch / Warping-based_Backdoor_Attack-release

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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

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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

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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

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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

Inspired by dynamic taint tracking, PoisonSpot uses fine-grained training provenance tracker that: (1) tags & traces the impact of every single training sample on model updates, (2) probabilistically scores suspect samples based on their linage of impact on model weights, and (3) separates the clean from the poisonous before retraining a model.

adversarial-machine-learning machine-learning-security backdoor-attacks poisoning-attack aisec deep-learning-security backdoor-defense provenance-tracking backdoor-detection poisoning-defenses training-provenance-tracking

Updated Jul 14, 2025
Python

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deep-learning-security

Here are 7 public repositories matching this topic...

ebagdasa / backdoors101

jackaduma / SecBERT

VinAIResearch / Warping-based_Backdoor_Attack-release

kenny-co / sgd-uap-torch

VinAIResearch / input-aware-backdoor-attack-release

VinAIResearch / COMBAT

um-dsp / PoisonSpot

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