Sandeep Pisharody

Backdoors in Learning-Based Industrial Robotic Arm Manipulation: An Empirical Security Study

This work investigates whether a backdoor can reliably induce semantically incorrect manipulation behaviors while remaining stealthy under nominal task execution, and develops an online defense pipeline that detects and neutralizes triggers at runtime, and compares its effectiveness against an offline fine-tuning defen...