Machine Learning Method

Cryptomining Makes Noise: a Machine Learning Approach for Cryptojacking Detection

Authors: Maurantonio Caprolu, Simone Raponi, Gabriele Oligeri, Roberto Di Pietro | Published: 2019-10-21 | Updated: 2020-01-28
Network Traffic Analysis
Performance Evaluation
Machine Learning Method

Machine Learning based IoT Edge Node Security Attack and Countermeasures

Authors: Vishalini R. Laguduva, Sheikh Ariful Islam, Sathyanarayanan Aakur, Srinivas Katkoori, Robert Karam | Published: 2019-09-17
Cyber Attack
Security Analysis
Machine Learning Method

Network entity characterization and attack prediction

Authors: Vaclav Bartos, Martin Zadnik, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis | Published: 2019-09-17
Data Selection Strategy
Attack Detection
Machine Learning Method

Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication

Authors: Linda Senigagliesi, Marco Baldi, Ennio Gambi | Published: 2019-09-16
Secure Communication Channel
Attack Detection
Machine Learning Method

A Convolutional Transformation Network for Malware Classification

Authors: Duc-Ly Vu, Trong-Kha Nguyen, Tam V. Nguyen, Tu N. Nguyen, Fabio Massacci, Phu H. Phung | Published: 2019-09-16
Security Analysis
Classification of Malicious Actors
Machine Learning Method

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service

Authors: Lingchen Zhao, Qian Wang, Cong Wang, Qi Li, Chao Shen, Xiaodong Lin, Shengshan Hu, Minxin Du | Published: 2019-09-16
Blockchain
Machine Learning Method
Computational Problem

Structural Robustness for Deep Learning Architectures

Authors: Carlos Lassance, Vincent Gripon, Jian Tang, Antonio Ortega | Published: 2019-09-11
Attack Method
Machine Learning Application
Machine Learning Method

Sparse and Imperceivable Adversarial Attacks

Authors: Francesco Croce, Matthias Hein | Published: 2019-09-11
Poisoning
Attack Method
Machine Learning Method

Identifying and Resisting Adversarial Videos Using Temporal Consistency

Authors: Xiaojun Jia, Xingxing Wei, Xiaochun Cao | Published: 2019-09-11
Adversarial Spectrum Attack Detection
Machine Learning Method

Decentralized & Collaborative AI on Blockchain

Authors: Justin D. Harris, Bo Waggoner | Published: 2019-07-16
Privacy Issues
Blockchain Economics
Machine Learning Method