The Naked Sun: Malicious Cooperation Between Benign-Looking Processes
Authors: Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini | Published: 2019-11-06
Attack Detection
Network entity characterization and attack prediction
Authors: Vaclav Bartos, Martin Zadnik, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis | Published: 2019-09-17
Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication
Authors: Linda Senigagliesi, Marco Baldi, Ennio Gambi | Published: 2019-09-16
Inspecting adversarial examples using the Fisher information
Authors: Jörg Martin, Clemens Elster | Published: 2019-09-12
Stateful Detection of Black-Box Adversarial Attacks
Authors: Steven Chen, Nicholas Carlini, David Wagner | Published: 2019-07-12
On Designing Machine Learning Models for Malicious Network Traffic Classification
Authors: Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad | Published: 2019-07-10
Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection
Authors: Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha | Published: 2019-07-07
Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models
Authors: Soham Deshmukh, Rahul Rade, Faruk Kazi | Published: 2019-05-28 | Updated: 2021-06-06
Thwarting finite difference adversarial attacks with output randomization
Authors: Haidar Khan, Daniel Park, Azer Khan, Bülent Yener | Published: 2019-05-23
Adversarially Robust Distillation
Authors: Micah Goldblum, Liam Fowl, Soheil Feizi, Tom Goldstein | Published: 2019-05-23 | Updated: 2019-12-02