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2026
Benabderrahmane, S., Valtchev, P., Cheney, J., Rahwan, T. (2026) Refining Decision Boundaries In Anomaly Detection Using Similarity Search Within the Feature Space. Open MIND.
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2025
Benabderrahmane, S., Valtchev, P., Cheney, J., Rahwan, T. (2025) APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models.
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2024
Benabderrahmane, S., Hoang, N. T., Valtchev, P., Cheney, J., Rahwan, T. (2024) Hack me if you can: Aggregating autoencoders for countering persistent access threats within highly imbalanced data. Future Generation Computer Systems, 926-941. Elsevier BV.
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2021
Benabderrahmane, S., Berrada, G., Cheney, J., Valtchev, P. (2021) A Rule Mining-based Advanced Persistent Threats Detection System.