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Shashank Kotyan's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

dualqualityassessment icon 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"

evoseed icon evoseed

Source code for the article, "EvoSeed: Unveiling the Threat on Deep Neural Networks with Real-World Illusions"

fork-diffusers icon fork-diffusers

[Fork] 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

fork-nanogpt icon fork-nanogpt

[Fork] The simplest, fastest repository for training/finetuning medium-sized GPTs.

fork-slimevolleygym icon fork-slimevolleygym

[Fork] A simple OpenAI Gym environment for single and multi-agent reinforcement learning

k-distribution icon k-distribution

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

representationmetrics icon representationmetrics

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

robustarchitecturesearch icon robustarchitecturesearch

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

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