Papers Traditional Spam Detection

“Traditional Spam Detection” 태그가 달린 논문 3편 · 필터 해제

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

2025-09-25 · Wei Huang, De-Tian Chu, Lin-Yuan Bai, Wei Kang 외 arxiv

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,…

Traditional Spam Detection Graph Neural Network

Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models

2025-05-05 · Ghazaleh Shirvani, Saeid Ghasemshirazi

Email spam detection is a critical task in modern communication systems, essential for maintaining productivity, security, and user experience. Traditional machine learning and deep learning approaches, while effective i…

Spam detection Traditional Spam Detection Zero-Shot Learning

Traditional and context-specific spam detection in low resource settings

2022-06-09 · Machine Learning 2022 6 · Kornraphop Kawintiranon, Lisa Singh

Social media data has a mix of high and low-quality content. One form of commonly studied low-quality content is spam. Most studies assume that spam is context-neutral. We show on different Twitter data sets that context…

Context-specific Spam Detection Language Modelling Spam detection Traditional Spam Detection