Inference Attacks and Defenses on LLM-Powered Phishing Email Detection Systems

Frederik Sherman and Yoni Birman study inference attacks and defenses for LLM-powered phishing email detection. The paper is available through the HumSec 2026 workshop.

Frederik Sherman, Dr. Yoni Birman

HumSec 2026 · ESORICS workshop

Publication

Presented at the Workshop on Human-Targeted Cyber Threats and Defenses (HumSec), an ESORICS 2026 workshop held in Rome on 18 September 2026.

The paper examines inference attacks and defenses in LLM-powered phishing email detection.

Read the paper (PDF) · Workshop programme

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