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Popular GitHub Repositories for Ml Safety

Discover the most popular open-source projects and tools related to Ml Safety, and stay updated with the latest development trends and innovations.

Robustness

computer-vision

Corruption and Perturbation Robustness (ICLR 2019)

1068

1个月前

Outlier Exposure

anomaly

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

557

1个月前

PromptInject

adversarial-attacks

PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. ? Best Paper Awards @ NeurIPS ML Safety Workshop 2022

362

1个月前

Anomaly Seg

anomaly-detection

The Combined Anomalous Object Segmentation (CAOS) Benchmark

157

1个月前

ME Net

adversarial-attacks

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

3个月前

Moonwatcher

ai-safety

Evaluation & testing framework for computer vision models

8个月前