Concepedia

Dimitris Tsipras

DT

Statistics

Publications

31

Citations

5.9K

H-Index

27

Active since

2017

Affiliations

Massachusetts Institute of Technology(Current)

Moscow Institute of Thermal Technology

University of California, Berkeley

Google (United States)

Dimitris Tsipras is an author at Massachusetts Institute of Technology specializing in computer science, computing, and machine learning.

Publications per year

2017–2024

31

Publications

31

Towards Deep Learning Models Resistant to Adversarial Attacks

Aleksander Mądry, Aleksandar Makelov, Ludwig Schmidt et al. · arXiv (Cornell University) · 2017 · 1.5K citations · Full text

Computing, Computer Science, Computer Security +10

On Evaluating Adversarial Robustness

Nicholas Carlini, Anish Athalye, Nicolas Papernot et al. · arXiv (Cornell University) · 2019 · 583 citations · Full text

Computing, Computer Science, Cybersecurity +7

Adversarial Examples Are Not Bugs, They Are Features

Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2019 · 395 citations · Full text

Computing, Computer Science, Feature Engineering +12

Robustness May Be at Odds with Accuracy

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al. · arXiv (Cornell University) · 2018 · 373 citations · Full text

Computing, Computer Science, Computer Vision +12

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2018 · 361 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

1–5 of 31