Zero-Day Insider Threat Detection via Attention-Based Neural Networks on Synthetic Access Logs

Bolukonda, Deepthi; Mishra, Rupesh Kumar; Gupta, Indrajeet

Zero-Day Insider Threat Detection via Attention-Based Neural Networks on Synthetic Access Logs

Bolukonda, Deepthi and Mishra, Rupesh Kumar and Gupta, Indrajeet (2025) Zero-Day Insider Threat Detection via Attention-Based Neural Networks on Synthetic Access Logs. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part I.

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Abstract

Insider threats especially zero-day threats by privileged users are hard to defend in cybersecurity because it is hard to adjust attack rules for them, the lack of signature is not disturbing and it is kind of a rare data to be marked. Current detection methods, such as rule-based systems, statistic

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 20:18
Last Modified:	16 Apr 2026 15:55
URI:	http://eprints.eai.eu/id/eprint/60139

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