Publications
  1. Mind the Gap: Evaluating LLMs for High-Level Malicious Package Detection vs. Fine-Grained Indicator Identification
    A Ryan, I Khalil, AA Jahid, M Erfan, S Park, AAU Rahman, MR Rahman
    arXiv preprint arXiv:2602.16304 2026 Cited by 1
  2. Evaluating Open-Source LLMs for Multi-Label ATT&CK Technique Classification on CTI Reports
    A Ryan, SS Noor, M Erfan, S Mitra, S Mittal, MR Rahman
    arXiv preprint arXiv:2606.18166 2026
  3. Unveiling Malicious Logic: Towards a Statement-Level Taxonomy and Dataset for Securing Python Packages
    A Ryan, JM Ifti, M Erfan, AAU Rahman, MR Rahman
    arXiv preprint arXiv:2512.12559 2025 Cited by 2
  4. What Are Adversaries Doing? Automating Tactics, Techniques, and Procedures Extraction: A Systematic Review
    M Tamanna, S Mitra, M Erfan, A Ryan, S Mittal, L Williams, MR Rahman
    arXiv preprint arXiv:2604.02377 2026 Cited by 1
  5. Multi-Source Cybersecurity Logs: An ATT&CK-Labeled Dataset and SLM Evaluation
    AA Niloy, A Ryan, IH Rafi, M Erfan, MR Rahman
    arXiv preprint arXiv:2606.18190 2026
  6. From Natural Language to Verified Code: Toward AI Assisted Problem-to-Code Generation with Dafny-Based Formal Verification
    M Erfan, MKH Chowdhury, A Ryan, MR Rahman
    arXiv preprint arXiv:2604.22601 2026