From the 1 of 3 linked papers with an AI index.
3 papers
A Measurement Study of AI-Environment Realism Gaps in Malware-Analysis Sandboxes
Zhiyong Sui, Lamine Noureddine, Mst Eshita Khatun +4
The paper measures how artifacts left by AI software (like model caches and configuration files) can be used by malware to detect whether it is running inside a sandbox, and evalua…
RECON: An LLM-Enhanced Backward Constraint Analysis Framework
Babangida Bappah, Lamine Noureddine, Umar Farooq +1
While traditional techniques, such as symbolic execution, provide a principled foundation for precise constraint reasoning in program analysis, they struggle to scale to modern sof…
Exploring Runtime Evolution in Android: A Cross-Version Analysis and Its Implications for Memory Forensics
Babangida Bappah, Lauren G Bristol, Lamine Noureddine +3
Userland memory forensics has become a critical component of smartphone investigations and incident response, enabling the recovery of volatile evidence such as deleted messages fr…