05 / 06 · 2026
Multi-Modal Binary Malware Analysis
Implemented opcode Transformer, control-flow graph GIN, and system-call BiLSTM encoders with contrastive alignment and attention-weighted fusion.
Added two-stage static and dynamic triage, missing-modality gating, FAISS similarity search, experiment-backed metrics, and a Streamlit research dashboard.
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