ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models,” ACM CCS Workshop on AI-Security, 2017

This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abs/1708.03999)

Adversarial Attack Zoo and Victim Model Zoo for general Pixel-to-Pixel Tasks

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Adversial Attacks (FGSM, PGD, ZOO) and their performance

Implementations for several white-box and black-box attacks.

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The project contain FGSM, PDG, one pixel attack and AdvGan.

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attacker data zoom

ZOO ATTACK FOR YSP TRAFFIC SIGNAL PROJECTS

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ZOO attack on MNIST dataset using secML library

This project aims to understand classification accuracy as a function of image changes. For the image corruptions we used "Zoom in to the center of the image more and more". In this we understand how classification accuracy changes as you corrupt the images

This project aims to understand classification accuracy as a function of image changes. For the image corruptions we used "Zoom in to the center of the image more and more". In this we understand how classification accuracy changes as you corrupt the images

1- Real-Time Hacking Attacks http://map.norsecorp.com 2- Infinite Zoom http://zoomquilt.org/ 3- Pointer Pointer http://www.pointerpointer.com/

--- **Confuzz Zoo - Final Battle**: A text-based RPG class project. Navigate rooms, battle enemies, and explore. Features include Hero, Villain, Enemy, and Map classes, a game loop for player input and movement, and a battle system with commands and enemy attacks. Uses a scanner for player input.

The zoo keeper was happy with the work you did and now wants some more help, they have captured a rare specimen. Its default energy is much higher than most mammals, its energy level is 300. It also can do a lot more than climb - it can fly. Moreover, this specimen doesn't eat bananas, it eats humans... and it doesn't throw things, but attacks towns. The zoo keeper has caught a giant Bat and wants your help to track its energy levels.