Privacy Foundations for Multi-Institutional Scientific Artificial Intelligence
A perspective frames scientific-AI privacy as institutional assurance, flagging scheduler telemetry and instrument side channels.
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Stories tagged #assurance
Continuous Assurance of Agentic Security Auditors for Software Delivery Decision Gates
Researchers propose TAIP to continuously recompute assurance for LLM repository auditors used as CI merge gates.
Poster: Towards ProofWeave: A Privacy-Minimised, Integrity-Anchored Evidence Plane for Continuous Agentic Assurance
ProofWeave poster proposes privacy-minimised, integrity-anchored evidence for continuous assurance of agentic AI actions.
Cyber Adversary Simulation (CyAS): scheme documents now available
NCSC published adversary simulation guidance and the first Cyber Adversary Simulation (CyAS) scheme documents ahead of the scheme's November 2026 launch.
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From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good
Paper proposes a rupture test and RISE AI architecture for evidence-bounded responsible-AI claims, framed via EU AI Act and NIST AI RMF.
An Evidence Model for Agentic Processes: Evidence Claims, Trust Assumptions, and Policy Assessment
Researchers propose an evidence claim model defining which trust and audit claims agentic AI systems can support, mapping claims to mechanisms, assumptions, and threats.