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Phishing Detection on Large URL corpus (PhishHaven)

99.35AccuracyCNN + Random Forest
96.90697.540598.17598.8095May 30, 2026

Evaluation results

MethodLinks
CNN + Random ForestTechnique=CNN + Random Forest, Key Limitation=Complex architecture, higher inference cost2026.0599.35
CNN (PhishHaven)Technique=CNN (PhishHaven), Key Limitation=High data dependency, limited adaptability2026.0597