PhishLumos

PhishLumos: An Adaptive Multi-Agent System for Proactive Phishing Campaign Mitigation

arXiv:2509.21772v3 Announce Type: replace Abstract: Phishing attacks are a significant societal threat, disproportionately harming vulnerable populations and eroding trust in essential digital services. Current defenses are often reactive, failing against modern evasive tactics like cloaking that conceal malicious content. To address this, we introduce PhishLumos, an adaptive multi-agent system that proactively mitigates entire attack campaigns.