:sparkles: feat: Add data poisoning to exploit toolkit + update docs by LauraRandl · Pull Request #168 · dynatrace-oss/unguard

LauraRandl · 2026-02-24T15:41:07Z

This PR:

adds the new data poisoning exploits to the exploit-toolkit
updates the docs, architecture image and screenshots
introduces small improvements, such as logging-only mode for data poisoning detection, adding data poisoning detection to the other ingestion routes and an option to combine different data poisoning detection strategies for better attack coverage.

…olkit

…n routes

…on strategies

src/rag-service/README.md

exploit-toolkit/exploit.py

exploit-toolkit/exploits/README.md

docs/images/unguard-architecture.svg

exploit-toolkit/exploits/README.md

README.md

...toolkit/exploits/data-poisoning/keyword-injection-attack/DATA_POISONING_KEYWORD_INJECTION.md

exploit-toolkit/exploits/data-poisoning/label-flipping-attack/DATA_POISONING_LABEL_FLIPPING.md

exploit-toolkit/exploit.py

LauraRandl added 9 commits February 24, 2026 16:31

✨ feat(exploit-toolkit): Add new data poisoning attacks to exploit to…

2f28da4

…olkit

✨ docs(exploit-toolkit): Add READMEs for new exploits

08b524b

✨ feat(rag-service): Add logging-only mode for data poisoning detection

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✨ feat(rag-service): Add data poisoning detection to further ingestio…

8df104a

…n routes

✨ feat(rag-service): Add option to combine all data poisoning detecti…

7abf276

…on strategies

📝 docs: Update architecture image

083490b

📝 docs: Update app screenshots

147f5eb

📝 docs: Update main docs with new services

5cc6682

🩹 fix: Fix misleading error message

cbccda1

LauraRandl requested a review from a team as a code owner February 24, 2026 15:41

📝 docs(rag-service): Add missing dp attack in docs

ed86e63

LauraRandl force-pushed the add-data-poisoning-to-exploit-toolkit branch from 151d779 to ed86e63 Compare February 26, 2026 10:00

valentynkuznietsovdt self-assigned this Feb 26, 2026

LauraRandl force-pushed the add-data-poisoning-to-exploit-toolkit branch from 1d33236 to ed86e63 Compare February 26, 2026 12:22

W3D3 self-requested a review February 27, 2026 08:39

W3D3 requested changes Feb 27, 2026

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🩹 docs(exploit-toolkit): Improvements from review

5c044e4

LauraRandl force-pushed the add-data-poisoning-to-exploit-toolkit branch from a343064 to 5c044e4 Compare February 27, 2026 11:00

W3D3 reviewed Feb 27, 2026

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