MFFusion: A Multi-level Features Fusion Model for Malicious Traffic Detection based on Deep Learning

Deep learning methods in network intrusion detection: A survey and an objective comparison

(2020) Sunanda Gamage et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Passban IDS: An Intelligent Anomaly-Based Intrusion Detection System for IoT Edge Devices

(2020) Mojtaba Eskandari et al.   IEEE Internet of Things Journal

An Edge IDS Based on Biological Immune Principles for Dynamic Threat Detection

(2020) Yajing Zhang et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Internet of Things: A survey on machine learning-based intrusion detection approaches

(2019) Kelton A.P. da Costa et al.   Computer Networks

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

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

Intrusion detection in Edge-of-Things computing

(2019) Ahmad S. Almogren   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory

(2019) Haipeng Yao et al.   IEEE Transactions on Big Data

Network intrusion detection system based on recursive feature addition and bigram technique

(2018) Tarfa Hamed et al.   COMPUTERS & SECURITY

TR-IDS: Anomaly-Based Intrusion Detection through Text-Convolutional Neural Network and Random Forest

(2018) Erxue Min et al.   Security and Communication Networks

HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection

(2018) Wei Wang et al.   IEEE Access

An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection

(2018) Tamer Aldwairi et al.   Computer Networks

A deep learning method to detect network intrusion through flow-based features

(2018) Abdurrahman Pektaş et al.   International Journal of Network Management

Firefly algorithm based feature selection for network intrusion detection

(2018) Selvakumar B et al.   COMPUTERS & SECURITY

DistBlockNet: A Distributed Blockchains-Based Secure SDN Architecture for IoT Networks

(2017) Pradip Kumar Sharma et al.   IEEE COMMUNICATIONS MAGAZINE

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

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

ProTru: a provenance-based trust architecture for wireless sensor networks

(2016) Gulustan Dogan   International Journal of Network Management

Detection of Denial-of-Service Attacks Based on Computer Vision Techniques

(2015) Zhiyuan Tan et al.   IEEE TRANSACTIONS ON COMPUTERS

Digital signature to help network management using flow analysis

(2015) Mario Lemes Proença et al.   International Journal of Network Management

A hybrid method consisting of GA and SVM for intrusion detection system

(2015) B. M. Aslahi-Shahri et al.   NEURAL COMPUTING & APPLICATIONS

Mining network data for intrusion detection through combining SVMs with ant colony networks

(2013) Wenying Feng et al.   Future Generation Computer Systems-The International Journal of eScience

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY