Logan Engstrom
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Advanced Malware Detection Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Synthesizing Robust Adversarial Examples(2017)684 cited
- → Adversarial Examples Are Not Bugs, They Are Features(2019)395 cited
- → Robustness May Be at Odds with Accuracy(2018)371 cited
- → Black-box Adversarial Attacks with Limited Queries and Information(2018)326 cited
- A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations(2017)
- → Exploring the Landscape of Spatial Robustness(2017)253 cited
- → Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors(2018)199 cited
- → Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO(2020)137 cited
- Implementation Matters in Deep RL: A Case Study on PPO and TRPO(2020)