adversarial-defence

There are 0 repository under adversarial-defence topic.

sarathknv / adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
adversarial-examples adversarial-attacks adversarial-perturbations adversarial-defence adversarial-learning generative-adversarial-networks fgsm deep-neural-networks deep-learning pytorch python3 opencv visualization perturbations random-perturbations adversarial-networks adversarial-images semantic-adversarial-examples
Language:Python 374
anirudh9784 / Adversarial-Attacks-and-Defences
A defense algorithm which utilizes the combination of an auto- encoder and block-switching architecture. Auto-coder is intended to remove any perturbations found in input images whereas block switching method is used to make it more robust against White-box attack. Attack is planned using FGSM model, and the subsequent counter-attack by the proposed architecture will take place thereby demonstrating the feasibility and security delivered by the algorithm.
adversarial-attacks adversarial-learning adversarial-defence adversarial-training
Language:Jupyter Notebook 17
HondamunigePrasannaSilva / DiffDefence
Official implementation of the paper DiffDefence: defending against adversarial attacks via diffusion models. ICIAP 2023.
adversarial-attacks adversarial-defence diffusion-models
Language:Python 3
iamgroot42 / audio_defense
Proposed defenses against several adversarial attacks for speech to text systems
adversarial-machine-learning adversarial-audio adversarial-defence
Language:Python 3
BardOfCodes / defence_against_the_dark_arts
Evaluation of various defence mechanisms and various UAPs. Done as a part of GD-UAP.
deep-learning adversarial-machine-learning defense universal-adversarial-perturbations adversarial-defence
Language:Python 2
shashankkotyan / DualQualityAssessment
This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"
paper adversarial-machine-learning adversarial-search neural-network robustness robustness-experiments robustness-verification deep-learning deep-neural-networks differential-evolution cmaes pixel-attack threshold-attack dual-quality-assessment robustness-assessment adversarial-attack adversarial-defence evolutionary-algorithm danilo-vasconcellos-vargas shashank-kotyan
Language:Python 1

adversarial-defence

sarathknv / adversarial-examples-pytorch

anirudh9784 / Adversarial-Attacks-and-Defences

HondamunigePrasannaSilva / DiffDefence

iamgroot42 / audio_defense

BardOfCodes / defence_against_the_dark_arts

shashankkotyan / DualQualityAssessment