shashankkotyan/RobustArchitectureSearch

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Python
License
MIT License
Created over 5 years ago
Updated 11 months ago

shashankkotyan/RobustArchitectureSearch

shashankkotyan

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This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

RepresentationMetrics

This github repository contains the official code for the paper, "Representation Quality Explains Adversarial Attacks"

Tutorials

Some Random Tutorials

Jupyter Notebook

shashankkotyan.github.io

Personal Website of Shashank Kotyan

EvoSeed

Source code for the article, "Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!"

Jupyter Notebook

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"

k-Distribution

Source for the article: k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis

Jupyter Notebook