Pincer: Resource Authorization for Agents using a Digital Twin
Coding agents have become increasingly long-horizon, autonomous, reliant on general-purpose shell and maintain their own persistent memory for self-improvement. While these capabilities have made the agents powerful, they have also made them harder to defend against external adversaries. Defenses that restrict this arc...
Mayank Rathee, Alexander Stepanov, Shalin Madabhavi et al.
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