AWARD    MERL Wins Awards at NeurIPS LLM Privacy Challenge

Date:

December 15, 2024

Awarded to:

Jing Liu, Ye Wang, Toshiaki Koike-Akino, Tsunato Nakai, Kento Oonishi, Takuya Higashi

Description:

The Mitsubishi Electric Privacy Enhancing Technologies (MEL-PETs) team, consisting of a collaboration of MERL and Mitsubishi Electric researchers, won awards at the NeurIPS 2024 Large Language Model (LLM) Privacy Challenge. In the Blue Team track of the challenge, we won the 3rd Place Award, and in the Red Team track, we won the Special Award for Practical Attack.

External Link:

https://llm-pc.github.io/

Research Areas:

Artificial Intelligence, Machine Learning, Information Security

• Related Publications

   Liu, J., Wang, Y., Koike-Akino, T., Nakai, T., Oonishi, K., Higashi, T., "MEL-PETs Defense for the NeurIPS 2024 LLM Privacy Challenge Blue Team Track", LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS) 2024, December 2024.

  BibTeX TR2024-166 PDF Video Presentation

  • @inproceedings{Liu2024dec,
  • author = {{Liu, Jing and Wang, Ye and Koike-Akino, Toshiaki and Nakai, Tsunato and Oonishi, Kento and Higashi, Takuya}},
  • title = {MEL-PETs Defense for the NeurIPS 2024 LLM Privacy Challenge Blue Team Track},
  • booktitle = {LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS) 2024},
  • year = 2024,
  • month = dec,
  • url = {https://www.merl.com/publications/TR2024-166}
  • }

   Wang, Y., Nakai, T., Liu, J., Koike-Akino, T., Oonishi, K., Higashi, T., "MEL-PETs Joint-Context Attack for the NeurIPS 2024 LLM Privacy Challenge Red Team Track", LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS), December 2024.

  BibTeX TR2024-165 PDF Video Presentation

  • @inproceedings{Wang2024dec2,
  • author = {{Wang, Ye and Nakai, Tsunato and Liu, Jing and Koike-Akino, Toshiaki and Oonishi, Kento and Higashi, Takuya}},
  • title = {MEL-PETs Joint-Context Attack for the NeurIPS 2024 LLM Privacy Challenge Red Team Track},
  • booktitle = {LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS)},
  • year = 2024,
  • month = dec,
  • url = {https://www.merl.com/publications/TR2024-165}
  • }