Popular GitHub Repositories for Defense Methods

Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)

This is the codebase for defense framework described in USENIX '21 paper "WaveGuard: Understanding and Mitigating Audio Adversarial Examples"

ICCV 2021 papers and code focus on adversarial attacks and defense

Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"

Defense of adversarial attacks on FDD models. fdd-defense is a python library with adversarial attacks on Fault Detection and Diagnostic (FDD) models and defense methods against attacks.

A stochastic input pre-processing technique based on a process of down-sampling/up-sampling using convolution and transposed convolution layers. Defending convolutional neural network against adversarial attacks.

Defense methods that utilize randomness to mitigate adversarial attacks on NLP models