Host-based intrusion detection with multi-datasource and deep learning

Robust log anomaly detection based on contrastive learning and multi-scale MASS

(2022) Xuejie Wang et al.   JOURNAL OF SUPERCOMPUTING

A Payload Based Malicious HTTP Traffic Detection Method Using Transfer Semi-Supervised Learning

(2021) Tieming Chen et al.   Applied Sciences-Basel

CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection

(2021) Huu-Khoi Bui et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Building Auto-Encoder Intrusion Detection System based on random forest feature selection

(2020) XuKui Li et al.   COMPUTERS & SECURITY

DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System

(2020) Pengfei Sun et al.   Security and Communication Networks

Intrusion Detection for Cybersecurity of Smart Meters

(2020) Chih-Che Sun et al.   IEEE Transactions on Smart Grid

An Autonomous Host-Based Intrusion Detection System for Android Mobile Devices

(2019) José Ribeiro et al.   MOBILE NETWORKS & APPLICATIONS

A Novel Deep Learning Stack for APT Detection

(2019) Tero Bodström et al.   Applied Sciences-Basel

An LSTM-Based Deep Learning Approach for Classifying Malicious Traffic at the Packet Level

(2019) Ren-Hung Hwang et al.   Applied Sciences-Basel

A Survey of Intrusion Detection Systems Leveraging Host Data

(2019) Robert A. Bridges et al.   ACM COMPUTING SURVEYS

Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues

(2019) Arwa Aldweesh et al.   KNOWLEDGE-BASED SYSTEMS

Detection of advanced persistent threat using machine-learning correlation analysis

(2018) Ibrahim Ghafir et al.   Future Generation Computer Systems-The International Journal of eScience

A novel SVM-kNN-PSO ensemble method for intrusion detection system

(2016) Abdulla Amin Aburomman et al.   APPLIED SOFT COMPUTING

Linear SVM-Based Android Malware Detection for Reliable IoT Services

(2014) Hyo-Sik Ham et al.   Journal of Applied Mathematics

A novel intrusion detection system based on hierarchical clustering and support vector machines

(2010) Shi-Jinn Horng et al.   EXPERT SYSTEMS WITH APPLICATIONS