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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  • Released:
Newer release available (0.8.4)

1 maintainer

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Avatar for dmitrymaranik from gravatar.com dmitrymaranik

Credits

Author: Sectum AI

GitHub Statistics

Data verified by PyPI on Jul 25, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

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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