Machine Learning Technology

A4 : Evading Learning-based Adblockers

Authors: Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq | Published: 2020-01-29
Adversarial Perturbation Techniques
Adversarial Transferability
Machine Learning Technology

Privacy-Preserving Gaussian Process Regression — A Modular Approach to the Application of Homomorphic Encryption

Authors: Peter Fenner, Edward O. Pyzer-Knapp | Published: 2020-01-28
Privacy Protection
Cryptography
Machine Learning Technology

Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis

Authors: William Briguglio, Sherif Saad | Published: 2020-01-27
Robustness Improvement Method
Machine Learning Technology
Feature Extraction Method

Detecting Network Anomalies using Rule-based machine learning within SNMP-MIB dataset

Authors: Abdalrahman Hwoij, Mouhammd Al-kasassbeh, Mustafa Al-Fayoumi | Published: 2020-01-18
DDoS Attack Detection
Security Analysis
Machine Learning Technology

Artificial Intelligence Techniques for Security Vulnerability Prevention

Authors: Steve Kommrusch | Published: 2019-12-14
Machine Learning Technology
Vulnerability Assessment Method
Automated Vulnerability Remediation

Private Federated Learning with Domain Adaptation

Authors: Daniel Peterson, Pallika Kanani, Virendra J. Marathe | Published: 2019-12-13
Privacy Protection
Performance Evaluation Metrics
Machine Learning Technology

Expansion of Cyber Attack Data From Unbalanced Datasets Using Generative Techniques

Authors: Ibrahim Yilmaz, Rahat Masum | Published: 2019-12-10
Data Generation
Performance Evaluation Metrics
Machine Learning Technology

Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms

Authors: Guangxia Lia, Yulong Shena, Peilin Zhaob, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi | Published: 2019-12-08
Attack Detection
Machine Learning Technology
Industrial Control System

Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning

Authors: Maede Zolanvari, Marcio A. Teixeira, Raj Jain | Published: 2019-12-02
Imbalanced Dataset
Performance Evaluation Metrics
Machine Learning Technology

Cognitive Internet of Vehicles: Motivation, Layered Architecture and Security Issues

Authors: Khondokar Fida Hasan, Tarandeep Kaur, Md. Mhedi Hasan, Yanming Feng | Published: 2019-11-20
Cloud Computing
Privacy Protection
Machine Learning Technology