sectum-ai-probes

The multi-tenant leakage attack catalog and leak-detection pipeline for Sectum AI.

This distribution implements the Class 1–11 and 13 probes — direct tenant-boundary fetch, the flagship organic entity-bleed RAG (the 95.4% Retrieval-Pivot finding), adversarial RAG poisoning, semantic-cache contamination, KV-cache timing, embedding inversion, agent / MCP tool-call hijacking, persistent-memory contamination, LoRA cross-tenant influence, IKEA-style benign extraction, the GDPR Article 17 erasure-verification wedge, and multi-modal RAG entity-bleed — behind a single pluggable Probe interface, plus the exact → semantic → calibrated-judge detection pipeline that turns observations into manifest-grounded Findings.

pip install sectum-ai-probes

Most users install the umbrella package sectum-ai instead, which pulls this in automatically.

Apache-2.0.

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Credits

Author: Sectum AI

GitHub Statistics

Data verified by PyPI on Aug 14, 2026
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Apache-2.0
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Requires

Python >=3.12

Tags

ai-security multi-tenant red-team verification

Classifiers

Report project as malware

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