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The Reinforcement Learning Trojan Horse: Data Poisoning in Autonomous Driving Simulations

The objective of this research is to identify the presence of a specific, but potentially catastrophic, mathematical characteristic within a key machine learning aspect of the control system of autonomous vehicles. The conclusions of the study point to the presence of a mechanism in which a malicious adversary could include a seemingly undetectable backdoor into

Energy-Free Personal Security Wristband

The project aims to solve the shortage of current emergency calls through mobile devices. The stretchable wristband is designed to enhance the efficiency of responding to the emergency. GPS location is included in the feedback of scanning the matched BLE advertising packets. The sender will broadcast the BLE signal only if the embedded circuit of