Francesco Baccaro
Advanced Phishing Simulations using Privacy-Preserving Multi-Modal LLMs.
Rel. Antonio Jose' Di Scala. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Informatica (Computer Engineering), 2025
Abstract
Phishing is a type of cyber attack used to disguise as a reputable service provider in order to gain access to personal informations, login informations and banking details. ???? First attacks were carried during the 90s, aimed at stealing social media accounts. Since then, phishing has lead to high financial gains for attackers, and it is currently the main way that sophisticated systems are breached, as it does not exploit technical vulnerabilities but instead manipulates human behavior through techniques like social engineering. One of the most common approach applied to defend from phishing scams is awareness and user training, through guided presentations or predictable simulation templates that use old attack techniques as a reference, to test the individual's resilience to these attacks.
This is not sufficient, as attackers always evolve their techniques, by integrating generative AI tools to speed up the attack building and deployment phases
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