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cs.CR2026
Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis
Adel ElZemity, Shujun Li, Budi Arief
Malware analysis demands rapid interpretation of complex detonation reports spanning filesystem, network, and process behaviours. While large language models (LLMs) demonstrate imp…
cs.CR2026
APIOT: Autonomous Vulnerability Management Across Bare-Metal Industrial OT Networks
Adel ElZemity, Budi Arief, Shujun Li +6
Operational technology (OT) devices run safety-critical physical processes, yet their security testing remains manual and expert-intensive. Autonomous security agents could ease th…
cs.CR2026
Agentic Knowledge Distillation: Autonomous Training of Small Language Models for SMS Threat Detection
Adel ElZemity, Joshua Sylvester, Budi Arief +1
SMS-based phishing (smishing) attacks have surged, yet training effective on-device detectors requires labelled threat data that quickly becomes outdated. To deal with this issue,…