SEMPRE infers protocol layouts with LLM search and traces
Semantic-field inference scored 0.72, against 0.13 for BinPRE, on a corpus of mainstream protocols.
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Stories tagged #dynamic-analysis
AVP-Inspect: Coordinated Cyber-Physical Testing for Privacy Analysis of COTS Apple Vision Pro Applications
AVP-Inspect automated testing finds 58% of 324 Apple Vision Pro apps show privacy violations, with over 60% of network traffic flows undisclosed.
Cost-Aware Hierarchical Multi-Agent Ransomware Detection and Family Attribution
Researchers propose a hierarchical multi-agent system that cuts ransomware analysis cost by 44% while reaching 96.57% detection accuracy.