adversarial-attack-and-defense 开源项目推荐（13 个）

chaoyanghe /Awesome-Federated-Learning

FedML -研究和生产集成联邦学习库：https://fedml.ai

ryderling /adversarial-attacks-and-defenses-for-windows-pe-malware-detection

A curated resource list of adversarial attacks and defenses for Windows PE malware detection.

zjysteven /DVERGE

[NeurIPS'20 Oral] DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

YichuXu /S3ANet

[IEEE TGRS 2024] S3ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification

ZIYU-DEEP /Awesome-Autoencoders-for-Representation-Learning

A curated list on the literature of autoencoders for representation learning.

loopleap-lab /RedPhys

An Extensible Red-Teaming & Pressure-Testing Platform for Physical-World Models and Agents

fanghenshaometeor /DIversity-via-Orthogonality

[Pattern Recognition 2024] Towards Robust Neural Networks via Orthogonal Diversity"

mebikarbonat /SHeRAA-FL

This is a code repository for a paper with title "Mitigating Adversarial Attacks in Federated Learning Based Network Traffic Classification Applications using Secure Hierarchical Remote Attestation and Adaptive Aggregation Framework"

MoonTea0416 /WebMirage

Adversarial image attacks on vision-language web agents, from visual grounding to browser execution

Pierre605 /Morpion

Jeu du morpion en Python avec simulation d'un joueur adverse

um-csnet /SHeRAA-FL

Secure Hierarchical Remote Attestation and Adaptive Aggregation Federated Learning

tqch /adversarial-soft-knn

This repo contains the implementation of ASK attack/defense proposed by us

blindconf /PVP_Precision_varying_prediction

[Paper Under Revision] Precision-Varying Prediction (PVP): Robustifying ASR systems against adversarial attacks.