Aleksander Mądry
Moscow Institute of Thermal Technology(RU)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Complexity and Algorithms in Graphs, Optimization and Search Problems, Anomaly Detection Techniques and Applications, Advanced Graph Theory Research
Most-Cited Works
- → Towards Deep Learning Models Resistant to Adversarial Attacks(2017)1,538 cited
- → On Evaluating Adversarial Robustness(2019)580 cited
- → Adversarial Examples Are Not Bugs, They Are Features(2019)395 cited
- → Robustness May Be at Odds with Accuracy(2018)371 cited
- → Adversarially Robust Generalization Requires More Data(2018)359 cited
- → Electrical flows, laplacian systems, and faster approximation of maximum flow in undirected graphs(2011)286 cited
- → Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses(2022)281 cited
- A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations(2017)
- → Exploring the Landscape of Spatial Robustness(2017)253 cited