Selected Publications
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Academic Article
- Adaptive Symbolic Execution with LLMs for Evasive Malware Analysis -- The 56th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Charlotte, USA, June 22-25, 2026. . 2026-12-01
- Detecting Fileless Malware through Memory Forensics with Recurrent Neural Networks -- 14th International Symposium on Digital Forensics and Security (ISDFS 2026) Boston, Massachusetts, USA, on March 19-20, 2026. IEEE Xplore Digital Library. 2026-12-01
- Living-off-the-Land Attacks: Exploiting Windows Defensive Blind Spots in Memory-Based Threats -- IEEE SoutheastCon 2026 (virtual). . 2026-10-01
- A Resilient Federated Learning Framework for LLM Security in Healthcare -- 11th IEEE International Symposium on Smart Electronic Systems (IEEE – iSES). IEEE Xplore Digital Library. 2026-05-01
- Securing Federated Learning: A Hybrid Defense Against Poison Injection Attacks in LLM -- 16th EAI International Conference on Digital Forensics & Cyber Crime, ICDF2C 2025, Miami, FL, USA, November 17–19, 2025.. Part of the book series: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST, volume 685). The paper is pending inclusion in the conference proceedings.. 2026-05-01
- Characterizing Symbolic Execution Behavior on Evasive Malware -- 2026 IEEE 16th Annual Computing and Communication Workshop and Conference (CCWC) 5-7 Jan. 2026 Las Vegas, NV, USA. . 2026-02-01
- Exploring the Capabilities of LLMs in Binary Decompilation and Deobfuscation -- 2026 IEEE 5th International Conference on AI in Cybersecurity (ICAIC) 18-20 Feb. 2026, Houston, TX. . 2026-02-01
- Efficient Handling of Concept Drift in Neural Networks: A Framework for Model Growth and Pruning -- Procedia Computer Science journal publication, published by Elsevier.. Procedia Computer Science journal publication, published by Elsevier. 2025-11-01
- Learning from Change: Resilient Drift Detection and Adaptation in Process Mining -- Procedia Computer Science journal publication, published by Elsevier.. Procedia Computer Science journal publication, published by Elsevier. 2025-11-01