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cs.CR2026
Stemma: Induced Decision Regions Reveal LLM Provenance
Keyu Zhang, Vadim Safronov, Andrew Martin
LLM provenance testing asks whether a suspect LLM belongs to the same lineage as a source. Existing black-box methods largely infer this relationship from response-level characteri…
cs.CR2024
How Memory-Safe is IoT? Assessing the Impact of Memory-Protection Solutions for Securing Wireless Gateways
Vadim Safronov, Ionut Bostan, Nicholas Allott +1
The rapid development of the Internet of Things (IoT) has enabled novel user-centred applications, including many in safety-critical areas such as healthcare, smart environment sec…