Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"

A challenge to explore adversarial robustness of neural networks on CIFAR10.

A challenge to explore adversarial robustness of neural networks on MNIST.

Evaluate adversarial attack and defense methods on SAR and optical Images.

NYU Deep Learning Spring 2021

Mamba SSM architecture

[IEEE TIP 2021] Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification

Robust evasion attacks against neural network to find adversarial examples

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Can audio-visual integration strengthen robustness under multimodal attacks?

This folder of code contains code and notebooks to supplement the "Vision Transformers Explained" series published on Towards Data Science written by Skylar Callis.

A simple and accurate method to fool deep neural networks

Official implementation of paper "Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images".

Anchor-free Oriented Proposal Generator for Object Detection

The repository contains the implementations for Coupled Adversarial Learning for Fusion Classification of Hyperspectral and LiDAR Data

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

PyTorch implementation of adversarial attacks [torchattacks]

(ICME2021) RPATTACK: REFINED PATCH ATTACK ON GENERAL OBJECT DETECTORS

Soft-threshold Defensive Method for Ad of RSI: Inspired by the Evidences via Throughout Experiments

[IEEE TGRS 2022] Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.