Curriculum Vitae

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Career & Education

  • 2026/07 – present

    Member, 10th Cohort

    Masason Foundation

  • 2025/04 – present

    Organizing Committee

    SECCON Beginners

  • 2024/07 – present

    Part-time Security Researcher

    Ricerca Security, Inc.

  • 2024/04 – present

    Rikkyo Niiza Senior High School

  • 2024/03

    Rikkyo Niiza Junior High School

    Graduated — Honors Award

Publications

Peer-reviewed

  1. DeMeSSAI@ EuroS&P '26July 2026

    How Far Can LLM Agents Go in Binary Exploitation? A CTF-Based Evaluation

    Ryutaro Nishizaka, Yudai Fujiwara, Yuichi Sugiyama

    5th International Workshop on Designing and Measuring Security in Systems with AI, co-located with EuroS&P 2026

  2. IEEE S&P '26Poster SessionMay 2026

    Poster: Where Do LLM Agents Fail in Binary Exploitation?

    Yudai Fujiwara, Ryutaro Nishizaka, Yuichi Sugiyama

    47th IEEE Symposium on Security and Privacy

    PDF

  3. SBFT@ ICSE '26April 2026

    IPSM-Based Test Case Minimization for Network Protocol Implementations

    Ryutaro Nishizaka, Kazushi Kato, Yuichi Sugiyama

    19th International Workshop on Search-Based and Fuzz Testing (SBFT), co-located with ICSE 2026

    doi:10.1145/3786155.3788580

  4. BAR@ NDSS '26February 2026

    Towards LLM-Resistant Software Protection: Agent Failure Patterns in CTF Reverse Engineering

    Ryutaro Nishizaka, Yudai Fujiwara, Takuya Shimizu, Kazushi Kato, Yuichi Sugiyama

    Workshop on Binary Analysis Research (BAR) 2026, co-located with NDSS Symposium 2026

Domestic conferences

  1. CSS 2025October 2025

    Privilege Escalation Attack to RISC-V Keystone TEE via RowHammer

    Ryutaro Nishizaka, Hidemasa Kawasaki, Shinya Takamaeda, Soramichi Akiyama

    Computer Security Symposium 2025 (CSS)pp. 1875-1882

    CSS Outstanding Paper AwardIPSJ LibraryCiNii

  2. CSS 2025October 2025

    State-Aware Test Case Minimization for Network Protocol Implementations

    Ryutaro Nishizaka, Kazushi Kato, Yuichi Sugiyama

    Computer Security Symposium 2025 (CSS)pp. 937-944

    IPSJ LibraryCiNii

Activities & Awards

2026

  • Masason Foundation33 selected nationwide

    Selected for the 10th cohort, open to ages 10 to 20.

  • IPSJ 88th National Convention

    Received the Best Poster Presentation Award.

  • BAR 2026

    Presented a first-author paper at the Workshop on Binary Analysis Research, co-located with NDSS 2026.

    • Towards LLM-Resistant Software Protection: Agent Failure Patterns in CTF Reverse Engineering
  • SBFT 2026

    Presented a first-author paper at the International Workshop on Search-Based and Fuzz Testing, co-located with ICSE 2026.

    • IPSM-Based Test Case Minimization for Network Protocol Implementations
  • DeMeSSAI 2026

    Presented a first-author paper at the International Workshop on Designing and Measuring Security in Systems with AI, co-located with EuroS&P 2026.

    • How Far Can LLM Agents Go in Binary Exploitation? A CTF-Based Evaluation

2025

2024

  • CognitiveHack Japan 2024

    Champion in both the Junior Division and the Junior School Division.

  • JST GSC Experts in Information Science~40 selected nationwide

    Selected for the 5th cohort; completed the first stage.

  • Japanese Olympiad in Informatics

    Qualified for the final round.

  • Machine Learning Specialization

    Completed.

  • UK-Japan Young Scientists Workshop

    Completed.

2023

Certifications

  • Registered Information Security SpecialistRegistration No. 026794
  • Applied Information Technology Engineer