3 papers
cs.CR2025
Mind the Web: The Security of Web Use Agents
Avishag Shapira, Parth Atulbhai Gandhi, Edan Habler +1
Web-use agents are rapidly being deployed to automate complex web tasks with extensive browser capabilities. However, these capabilities create a critical and previously unexplored…
cs.LG2025
FRAME : Comprehensive Risk Assessment Framework for Adversarial Machine Learning Threats
Avishag Shapira, Simon Shigol, Asaf Shabtai
The widespread adoption of machine learning (ML) systems increased attention to their security and emergence of adversarial machine learning (AML) techniques that exploit fundament…
cs.CR2024
CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants
Amit Finkman Noah, Avishag Shapira, Eden Bar Kochva +4
LLM-based code assistants are becoming increasingly popular among developers. These tools help developers improve their coding efficiency and reduce errors by providing real-time s…