Mohamed Mahmoud
3 papers · Latest:
Cryptography & Security
RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs
RAVEN is an LLM-powered framework using RAG to automate comprehensive vulnerability analysis and report generation for memory corruption in code.
2604.17948
Information RetrievalHIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval
HIVE is an LLM framework that injects explicit visual-text reasoning into multimodal retrieval, achieving SOTA on reasoning-intensive queries.
2604.07220
Information RetrievalBRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment
BRIDGE improves multimodal-to-text retrieval by using a reinforcement-learned query aligner (FORGE) and a reasoning-enhanced retriever (LENS).
2604.07201
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