Exploiting Unintended Feature Leakage in Collaborative Learning
Authors: Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov | Published: 2018-05-10 | Updated: 2018-11-01
Secure Mobile Edge Computing in IoT via Collaborative Online Learning
Authors: Bingcong Li, Tianyi Chen, Georgios B. Giannakis | Published: 2018-05-09
Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices
Authors: Daniel Hahn, Noah Apthorpe, Nick Feamster | Published: 2018-05-07
Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach
Authors: Ivan Homoliak, Martin Teknos, Martín Ochoa, Dominik Breitenbacher, Saeid Hosseini, Petr Hanacek | Published: 2018-05-07 | Updated: 2018-12-12
PRADA: Protecting against DNN Model Stealing Attacks
Authors: Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan | Published: 2018-05-07 | Updated: 2019-03-31
Automatic Classification of Object Code Using Machine Learning
Authors: John Clemens | Published: 2018-05-06
Classification of Epileptic EEG Signals by Wavelet based CFC
Authors: Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri | Published: 2018-05-04
RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning
Authors: Baibhab Chatterjee, Debayan Das, Shovan Maity, Shreyas Sen | Published: 2018-05-03 | Updated: 2018-06-19
What we learn from learning – Understanding capabilities and limitations of machine learning in botnet attacks
Authors: David Santana, Shan Suthaharan, Somya Mohanty | Published: 2018-05-03
How Robust are Deep Neural Networks?
Authors: Biswa Sengupta, Karl J. Friston | Published: 2018-04-30