LITNET-2020: An Annotated Real-World Network Flow Dataset for Network Intrusion Detection

Real time dataset generation framework for intrusion detection systems in IoT

(2020) Yahya Al-Hadhrami et al.   Future Generation Computer Systems-The International Journal of eScience

A Stacking Ensemble for Network Intrusion Detection Using Heterogeneous Datasets

(2020) Smitha Rajagopal et al.   Security and Communication Networks

Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches

(2020) Roberto Magán-Carrión et al.   Applied Sciences-Basel

IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge

(2020) Ibbad Hafeez et al.   IEEE Transactions on Network and Service Management

KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

(2019) Kamran Siddique et al.   COMPUTER

Towards the development of realistic botnet dataset in the internet of things for network forensic analytics: Bot-IoT dataset

(2019) Nickolaos Koroniotis et al.   Future Generation Computer Systems-The International Journal of eScience

MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System

(2019) Haipeng Yao et al.   IEEE Internet of Things Journal

A cyber network attack detection based on GM Median Nearest Neighbors LDA

(2019) Zyad Elkhadir et al.   COMPUTERS & SECURITY

A survey of network-based intrusion detection data sets

(2019) Markus Ring et al.   COMPUTERS & SECURITY

An Edge-Fog Secure Self-Authenticable Data Transfer Protocol

(2019) Algimantas Venčkauskas et al.   SENSORS

Performance evaluation of unsupervised techniques in cyber-attack anomaly detection

(2019) Jorge Meira et al.   Journal of Ambient Intelligence and Humanized Computing

A Survey of Intrusion Detection for In-Vehicle Networks

(2019) Wufei Wu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

LAM-CIoT: Lightweight authentication mechanism in cloud-based IoT environment

(2019) Mohammad Wazid et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Robust detection for network intrusion of industrial IoT based on multi-CNN fusion

(2019) Yanmiao Li et al.   MEASUREMENT

Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT

(2019) Faezeh Farivar et al.   IEEE Transactions on Industrial Informatics

A survey on intrusion detection and prevention in wireless ad-hoc networks

(2019) Khalid Khan et al.   JOURNAL OF SYSTEMS ARCHITECTURE

An efficient ECC-based provably secure three-factor user authentication and key agreement protocol for wireless healthcare sensor networks

(2018) Sravani Challa et al.   COMPUTERS & ELECTRICAL ENGINEERING

UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs

(2018) Gabriel Maciá-Fernández et al.   COMPUTERS & SECURITY

From Intrusion Detection to Attacker Attribution: A Comprehensive Survey of Unsupervised Methods

(2018) Antonia Nisioti et al.   IEEE Communications Surveys and Tutorials

BSeIn: A blockchain-based secure mutual authentication with fine-grained access control system for industry 4.0

(2018) Chao Lin et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A two-stage flow-based intrusion detection model for next-generation networks

(2018) Muhammad Fahad Umer et al.   PLoS One

A Novel Authentication and Key Agreement Scheme for Implantable Medical Devices Deployment

(2018) Mohammad Wazid et al.   IEEE Journal of Biomedical and Health Informatics

Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review

(2018) Fadi Salo et al.   IEEE Access

A holistic review of Network Anomaly Detection Systems: A comprehensive survey

(2018) Nour Moustafa et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Design of secure key management and user authentication scheme for fog computing services

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

Design and Analysis of Secure Lightweight Remote User Authentication and Key Agreement Scheme in Internet of Drones Deployment

(2018) Mohammad Wazid et al.   IEEE Internet of Things Journal

Security and Privacy for Cloud-Based IoT: Challenges

(2017) Jun Zhou et al.   IEEE COMMUNICATIONS MAGAZINE

Preventing Distributed Denial-of-Service Flooding Attacks With Dynamic Path Identifiers

(2017) Hongbin Luo et al.   IEEE Transactions on Information Forensics and Security

An Intrusion Detection Framework Based on Hybrid Multi-Level Data Mining

(2017) Haipeng Yao et al.   INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING

Cloud data integrity checking with an identity-based auditing mechanism from RSA

(2016) Yong Yu et al.   Future Generation Computer Systems-The International Journal of eScience

A survey of network anomaly detection techniques

(2016) Mohiuddin Ahmed et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Security in Software-Defined Networking: Threats and Countermeasures

(2016) Zhaogang Shu et al.   MOBILE NETWORKS & APPLICATIONS

A survey of IT early warning systems: architectures, challenges, and solutions

(2016) Ali Ahmadian Ramaki et al.   Security and Communication Networks

WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks

(2016) Iman Almomani et al.   Journal of Sensors

Feature Selection Using Information Gain for Improved Structural-Based Alert Correlation

(2016) Taqwa Ahmed Alhaj et al.   PLoS One

Secure and Privacy Preserving Protocol for Cloud-Based Vehicular DTNs

(2015) Jun Zhou et al.   IEEE Transactions on Information Forensics and Security

Passive IP Traceback: Disclosing the Locations of IP Spoofers From Path Backscatter

(2015) Guang Yao et al.   IEEE Transactions on Information Forensics and Security

A Reference Dataset for Network Traffic Activity Based Intrusion Detection System

(2015) Raman Singh et al.   International Journal of Computers Communications & Control

A security and trust framework for virtualized networks and software-defined networking

(2015) Zheng Yan et al.   Security and Communication Networks

Toward Incentivizing Anti-Spoofing Deployment

(2014) Bingyang Liu et al.   IEEE Transactions on Information Forensics and Security

A survey of emerging threats in cybersecurity

(2014) Julian Jang-Jaccard et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Security of the Internet of Things: perspectives and challenges

(2014) Qi Jing et al.   WIRELESS NETWORKS

Network Anomaly Detection: Methods, Systems and Tools

(2013) Monowar H. Bhuyan et al.   IEEE Communications Surveys and Tutorials

Estimating the number of hosts corresponding to an intrusion alert while preserving privacy

(2013) Alif Wahid et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

An Effective Network Traffic Classification Method with Unknown Flow Detection

(2013) Jun Zhang et al.   IEEE Transactions on Network and Service Management

Unsupervised Network Intrusion Detection Systems: Detecting the Unknown without Knowledge

(2012) Pedro Casas et al.   COMPUTER COMMUNICATIONS

ADMIRE: Anomaly detection method using entropy-based PCA with three-step sketches

(2012) Yoshiki Kanda et al.   COMPUTER COMMUNICATIONS

Intrusion detection system: A comprehensive review

(2012) Hung-Jen Liao et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

DTRAB: Combating Against Attacks on Encrypted Protocols Through Traffic-Feature Analysis

(2010) Zubair M Fadlullah et al.   IEEE-ACM TRANSACTIONS ON NETWORKING