Machine Learning Technology

Malware Detection at the Microarchitecture Level using Machine Learning Techniques

Authors: Abigail Kwan | Published: 2020-05-25
Machine Learning
Machine Learning Technology
Feature Extraction Method

High Accuracy Phishing Detection Based on Convolutional Neural Networks

Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
URL-based Detection
Training Method
Machine Learning Technology

Robust binary classification with the 01 loss

Authors: Yunzhe Xue, Meiyan Xie, Usman Roshan | Published: 2020-02-09
Robustness Improvement Method
Convergence Property
Machine Learning Technology

MDEA: Malware Detection with Evolutionary Adversarial Learning

Authors: Xiruo Wang, Risto Miikkulainen | Published: 2020-02-09 | Updated: 2020-04-17
Malicious Package Detection
Machine Learning Technology
Evolutionary Algorithm

An Autonomous Intrusion Detection System Using an Ensemble of Advanced Learners

Authors: Amir Andalib, Vahid Tabataba Vakili | Published: 2020-01-31 | Updated: 2020-12-29
Security Analysis
Machine Learning Technology
Feature Extraction Method

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