Model Extraction Attack

Ensemble Adversarial Training: Attacks and Defenses

Authors: Florian Tramèr, Alexey Kurakin, Nicolas Papernot, Ian Goodfellow, Dan Boneh, Patrick McDaniel | Published: 2017-05-19 | Updated: 2020-04-26
Certified Robustness
Model Extraction Attack
Deep Learning
2017.05.19 2025.05.28
Literature Database

Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection

Authors: Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli | Published: 2017-04-28
Poisoning
Malware Detection Scenario
Model Extraction Attack
2017.04.28 2025.05.28
Literature Database

Enhancing Robustness of Machine Learning Systems via Data Transformations

Authors: Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin, Prateek Mittal | Published: 2017-04-09 | Updated: 2017-11-29
Certified Robustness
Model Extraction Attack
Defense Effectiveness Analysis
2017.04.09 2025.05.28
Literature Database