Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Document Details

Document Type
Pub Defense Publication
Publication Date
Feb 01, 2023
Source ID
10.1109/tpami.2022.3162397

Entities

People

  • Aleksander Madry
  • Avi Schwarzschild
  • Bo Li
  • Chulin Xie
  • Dawn Song
  • Dimitris Tsipras
  • Micah Goldblum
  • Tom Goldstein
  • Xinyun Chen

Organizations

  • Alfred P. Sloan Foundation
  • Defense Advanced Research Projects Agency
  • Massachusetts Institute of Technology
  • National Science Foundation
  • University of California, Berkeley
  • University of Illinois Urbana–Champaign
  • University of Maryland

Tags

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks