Research
Open research.
Reports, advisories, and reference implementations. Published under CC BY 4.0 unless otherwise noted.
governance · policy · disclosure · incident-response · ai-safety
AI Incident Disclosure Baseline (AIDB) v1.0
A rigorous, implementable baseline for identifying, classifying, investigating, and disclosing AI incidents across technical, legal, and societal risk domains.
7 September 2026 · Reseni Governance Team
privacy · llm · differential-privacy
Differential privacy budgets in LLM fine-tuning: a practitioner's guide
A reproducible study of ε–δ budgets, gradient clipping, and per-sample noise on three open-weight models, with concrete production trade-offs.
14 March 2026 · Reseni Privacy Team
security · rag · attacks
Membership inference attacks on retrieval-augmented generation
We show that RAG pipelines leak the presence of specific documents in the index under realistic prompting conditions, and propose two practical mitigations.
22 January 2026 · Reseni Security Team