Natural Trigger
"Natural triggers" encompass various phenomena where specific events or stimuli initiate a response or action, studied across diverse fields. Current research focuses on identifying and utilizing these triggers in areas like robotic control (using distributed feedback optimization and event-triggered reinforcement learning), cybersecurity (detecting malicious code injection and backdoor attacks in machine learning models), and natural language processing (analyzing presupposition projectivity and code-switching). Understanding and manipulating natural triggers has significant implications for improving the robustness and security of AI systems, enhancing human-computer interaction, and mitigating the spread of misinformation.
Papers
July 25, 2022
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December 11, 2021
November 6, 2021