Improving Spam Detection in Email with Transfer Learning and Deep Learning

Dudla, Dasaradha Rami Reddy and Varanasi, N.V. Siva Lakshmi Narayana and Dendukuri, Yugandhar Varma and Kumar, Kalagadda Kiran and Kusuma, Rambabu (2025) Improving Spam Detection in Email with Transfer Learning and Deep Learning. 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

Detecting spam emails is still a major cybersecurity challenge that impacts both individuals and organizations. This problem has been tackled using both deep learning and traditional machine learning techniques, with BERT-based models demonstrating positive results. However, the efficacy of current

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:18
Last Modified: 16 Apr 2026 15:57
URI: http://eprints.eai.eu/id/eprint/60091

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