G-Drift MIA: Membership Inference via Gradient-Induced Feature Drift in LLMs Book Chapter

Ranjan, Ravi, Grover, Utkarsh, Lin, Xiaomin et al. (2027). G-Drift MIA: Membership Inference via Gradient-Induced Feature Drift in LLMs . 16815 359-374. 10.1007/978-3-032-31663-9_24

cited authors

  • Ranjan, Ravi; Grover, Utkarsh; Lin, Xiaomin; Polyzou, Agoritsa

authors

publication date

  • January 1, 2027

keywords

  • Computer Science
  • Computer Science, Artificial Intelligence
  • Computer Science, Theory & Methods
  • Gradient-Induced Feature Drift
  • Large Language Models
  • Membership Inference
  • Science & Technology
  • Technology

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

publisher

  • SPRINGER INTERNATIONAL PUBLISHING AG

start page

  • 359

end page

  • 374

volume

  • 16815