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ryuryukke/README.md

Hello 👋

Hello! I am a postdoctoral researcher at the Institute of Science Tokyo, under Prof. Naoaki Okazaki. My research aims to develop principles and methods for building and ensuring Trustworthy AI systems, with a particular focus on safety and privacy. My current work focuses on membership inference attacks, AI-generated text detection, jailbreak defense, and reliable LLM-as-a-judge. My work has been published in top-tier conferences such as ACL, EMNLP, and AAAI, and I have led multiple collaborative projects with Prof. Chris Callison-Burch (UPenn) and Prof. Preslav Nakov (MBZUAI).

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  1. OUTFOX OUTFOX Public

    [AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

    Python 55 5

  2. HowYouPromptMatters HowYouPromptMatters Public

    [EMNLP 2024] The official repository for our paper, "How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection"

    6

  3. MINT MINT Public

    A unified evaluation suite for membership inference and machine text detection.

    Python 5 1