From the 1 of 3 linked papers with an AI index.
3 papers
cs.CR2026
Stemma: Induced Decision Regions Reveal LLM Provenance
Keyu Zhang, Vadim Safronov, Andrew Martin
The paper introduces induced decision regions to abstract LLM outputs and proposes Stemma, a black‑box fingerprinting method that reliably detects whether a suspect model shares li…
cs.SE2025
UniBOM -- A Unified SBOM Analysis and Visualisation Tool for IoT Systems and Beyond
Vadim Safronov, Ionut Bostan, Nicholas Allott +1
Modern networked systems rely on complex software stacks, which often conceal vulnerabilities arising from intricate interdependencies. A Software Bill of Materials (SBOM) is effec…
cs.SE2025
TAIBOM: Bringing Trustworthiness to AI-Enabled Systems
Vadim Safronov, Anthony McCaigue, Nicholas Allott +1
The growing integration of open-source software and AI-driven technologies has introduced new layers of complexity into the software supply chain, challenging existing methods for…