black-box-evaluation

Here are 3 public repositories matching this topic...

tumnus-lab / RT-2026-001-Comet-Perplexity-Instruction-based-Indirect-Prompt-Injection

AI red teaming case study on instruction-based indirect prompt injection in browser-AI quiz workflows.

threat-modeling ai-safety educational-technology prompt-injection llm-security ai-red-teaming prompt-injection-defense black-box-evaluation learning-management-systems indirect-prompt-injection

Updated Jul 11, 2026

oguzerkara / Blind_Confusion_Classifiers

Star

Revised implementation for the paper “Blind confusion of classification networks”, evaluating image classification models under common and structured corruptions.

image-corruptions robustness-analysis neural-network-robustness corruption-sensitivity-analysis black-box-evaluation

Updated May 7, 2026
Python

polarisxb / evidence-ladder

Star

Trustworthy attack-success measurement for LLM applications via multi-source evidence stratification (E0–E5) and conflict-driven retesting. Beyond LLM-as-a-Judge.

ai-safety kill-chain ai-red-team prompt-injection llm-security llm-evaluation llm-as-a-judge agent-evaluation black-box-evaluation evidence-stratified-asr llm-application-security quartet-control

Updated Jul 12, 2026
Python

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