EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense

Modern email spam and phishing attacks have evolved far beyond keyword blacklists or simple heuristics. Adversaries now craft multi-modal campaigns that combine natural-language text with obfuscated URLs, forged headers, and malicious attachments, ada

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Publication Details

Published
2025-10-15
DOI
https://doi.org/10.22541/au.176050645.55413642/v1
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense

Hai-Feng Ling, Linyuan Bai, Wei Huang, De-Tian Chu
Spam and Phishing Detection
article

EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense

Hai-Feng Ling, Linyuan Bai, Wei Huang, De-Tian Chu
article en

Abstract

Modern email spam and phishing attacks have evolved far beyond keyword blacklists or simple heuristics. Adversaries now craft multi-modal campaigns that combine natural-language text with obfuscated URLs, forged headers, and malicious attachments, ada

Hospital 463 People's Liberation Army (CN), PLA Army Engineering University (CN)
Openalex Percentile: Top 57%
Spam and Phishing Detection
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EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense — Hai-Feng Ling, Linyuan Bai, et al. · (2025) | TGRS Research Map | TGRS