Researcher

Arvind Narayanan

Arvind Narayanan is Princeton’s Bertram and Carole Siegel Professor of Computer Science and director of the Center for Information Technology Policy. His research connects computer science with privacy and public decisions. With Vitaly Shmatikov, he showed how movie ratings in the Netflix Prize data could be linked with outside information to identify people. He joined Princeton in 2012 after doctoral study at the University of Texas at Austin and a Stanford postdoctoral position. With Sayash Kapoor, he examined data leakage in scientific machine learning and wrote AI Snake Oil. He also coauthored AI Agents That Matter, which discusses cost and reliable evaluation. His work helps readers examine the evidence behind AI claims.

Works
155
Citations
19,468
h-index
52

Publication numbers from OpenAlex, as of 14 October 2026.

Photo of Arvind Narayanan

Timeline

  1. 2006–2007

    Testing anonymity

    Coauthored the Netflix ratings study on links between data and identity.

  2. 2009–2012

    From doctorate to Princeton

    Joined Princeton in 2012 after doctoral and postdoctoral research.

  3. 2022

    Finding leakage in scientific AI

    Coauthored research on data leakage in scientific machine learning.

  4. 2023

    Leading a policy center

    Became CITP director in July 2023.

  5. 2024–2025

    Explaining AI Snake Oil

    Wrote AI Snake Oil with Sayash Kapoor.

Sources and credits

Photo: Robert Scoble, via Wikimedia Commons. License: CC BY 2.0. Source: commons.wikimedia.org. Cropped to a square and resized. Ask us to remove or replace this photo.

  1. CITP current profile citp.princeton.edu. Checked 11 October 2026.
  2. Princeton director appointment engineering.princeton.edu. Checked 11 October 2026.
  3. How to Break Anonymity of the Netflix Prize Dataset arxiv.org. Checked 11 October 2026.
  4. Leakage and the Reproducibility Crisis arxiv.org. Checked 11 October 2026.
  5. AI Agents That Matter arxiv.org. Checked 11 October 2026.
  6. Princeton AI Snake Oil interview engineering.princeton.edu. Checked 11 October 2026.