Backdoor Detection

The best defense is a good offense: Countering black box attacks by predicting slightly wrong labels

Authors: Yannic Kilcher, Thomas Hofmann | Published: 2017-11-15
Backdoor Detection
Proactive Defense
Certified Robustness

Towards Reverse-Engineering Black-Box Neural Networks

Authors: Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz | Published: 2017-11-06 | Updated: 2018-02-14
Backdoor Detection
Membership Inference
Model Extraction Attack

Neural Trojans

Authors: Yuntao Liu, Yang Xie, Ankur Srivastava | Published: 2017-10-03
Backdoor Detection
Attack Method
Deep Learning

Detection of Unauthorized IoT Devices Using Machine Learning Techniques

Authors: Yair Meidan, Michael Bohadana, Asaf Shabtai, Martin Ochoa, Nils Ole Tippenhauer, Juan Davis Guarnizo, Yuval Elovici | Published: 2017-09-14
Backdoor Detection
Model Performance Evaluation
Attack Detection