Popular GitHub Repositories for Black Box Attacks

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

An adversarial example library for constructing attacks, building defenses, and benchmarking both

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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

Data augmentation for NLP

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

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

A library for prototyping realtime hand detection (bounding box), directly in the browser.

Deep learning software for colorizing black and white images with a few clicks.

Just draw a bounding box and you can remove the object you want to remove.

A unified evaluation framework for large language models

基于图像识别的自动化黑盒测试框架 | An automation black-box testing framework based on image recognition

PyTorch implementation of adversarial attacks [torchattacks]

?? Build Your Own chatgpt Bot|? Discord/Slack/Kook/Telegram |? ToolCall|? Plugin Support | ? out-of-box | gpt-4o

OneDiff: An out-of-the-box acceleration library for diffusion models.

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

Must-read Papers on Textual Adversarial Attack and Defense

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.