Attack Type

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering

Authors: Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-05-14
Secure Aggregation
Performance Evaluation
Attack Type

Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation

Authors: Andrew Norton, Yanjun Qi | Published: 2017-06-06 | Updated: 2017-06-16
Certified Robustness
Attack Type
Adversarial Learning

MagNet: a Two-Pronged Defense against Adversarial Examples

Authors: Dongyu Meng, Hao Chen | Published: 2017-05-25 | Updated: 2017-09-11
Attack Type
Adversarial Example Detection
Effectiveness Analysis of Defense Methods

Black-Box Attacks against RNN based Malware Detection Algorithms

Authors: Weiwei Hu, Ying Tan | Published: 2017-05-23
Certified Robustness
Attack Type
Adversarial Learning