defense-methods
There are 13 repositories under defense-methods topic.
softsys4ai/athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
itailang/geometric_adv
Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)
shehzeen/waveguard_defense
This is the codebase for defense framework described in USENIX '21 paper "WaveGuard: Understanding and Mitigating Audio Adversarial Examples"
torrvision/whoneedsadversaries
Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".
cuge1995/ICCV-2021-adversarial-attacks-and-defense
ICCV 2021 papers and code focus on adversarial attacks and defense
AmiraGuesmi-mls/Defensive-Approximation
Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"
vrikodar/DiaLog
DiaLog is a powerful Log File Analyzer that can also do passive analysis of malicious IP's Found in web-server Traffic
AIRI-Institute/fdd-defense
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.
AmiraGuesmi-mls/Stochastic-Input-Transformation
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.
aswenor/rand-perturbations-defense
Defense methods that utilize randomness to mitigate adversarial attacks on NLP models
Sitaras/eClass-Penetration-Testing
🔒| Evaluating the security (exploiting and fixing vulnerabilities) of Open eClass 2.3 (University of Athens) platform.
Viniddev/Formacao_Completa_Alura_Typescript
Este projeto foi desenvolvido durante a formação em Typescript da Alura no qual fomos instruídos sobre como criar regras de negócios, como desenvolver aplicações seguras com a "programação defensiva" e também desenvolvemos e aprofundamos os conhecimentos em POO com o TS.