Intrusion detection and prevention in fog based IoT environments: A systematic literature review

Federated learning for malware detection in IoT devices

(2022) Valerian Rey et al.   Computer Networks

A Distributed Intrusion Detection System to Detect DDoS Attacks in Blockchain-enabled IoT Network

(2022) Randhir Kumar et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments

(2022) Cristiano Antonio de Souza et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey

(2021) Mahmoud Abbasi et al.   COMPUTER COMMUNICATIONS

DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networks

(2021) Nour Moustafa et al.   Future Generation Computer Systems-The International Journal of eScience

A Lightweight Intelligent Intrusion Detection Model for Wireless Sensor Networks

(2021) Jeng-Shyang Pan et al.   Security and Communication Networks

Denial of ARP spoofing in SDN and NFV enabled cloud-fog-edge platforms

(2021) Anil Kumar Rangisetti et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

IoT-based smart environment using intelligent intrusion detection system

(2021) Gauri Kalnoor et al.   SOFT COMPUTING

Classifier Performance Evaluation for Lightweight IDS Using Fog Computing in IoT Security

(2021) Belal Sudqi Khater et al.   Electronics

PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities

(2021) Prabhat Kumar et al.   IEEE Transactions on Network Science and Engineering

Application of complex systems topologies in artificial neural networks optimization: An overview

(2021) Sara Kaviani et al.   EXPERT SYSTEMS WITH APPLICATIONS

Energy-efficient and secure mobile fog-based cloud for the Internet of Things

(2021) Abdul Razaque et al.   Future Generation Computer Systems-The International Journal of eScience

Human Immune-Based Intrusion Detection and Prevention System for Fog Computing

(2021) Farouq Aliyu et al.   Journal of Network and Systems Management

Software Defined Network Enabled Fog-to-Things Hybrid Deep Learning Driven Cyber Threat Detection System

(2021) Ihtisham Ullah et al.   Security and Communication Networks

A Hybrid Lightweight System for Early Attack Detection in the IoMT Fog

(2021) Shilan S. Hameed et al.   SENSORS

A fog‐based collaborative intrusion detection framework for smart grid

(2020) Wenjuan Li et al.   International Journal of Network Management

A novel distributed training on fog node in IoT backbone networks for security

(2020) S. Shinly Swarna Sugi et al.   SOFT COMPUTING

Intelligent Control and Security of Fog Resources in Healthcare Systems via a Cognitive Fog Model

(2020) Mohammed Al-Khafajiy et al.   ACM Transactions on Internet Technology

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

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

Scalable machine learning-based intrusion detection system for IoT-enabled smart cities

(2020) Md Arafatur Rahman et al.   Sustainable Cities and Society

An Anomaly Mitigation Framework for IoT Using Fog Computing

(2020) Muhammad Aminu Lawal et al.   Electronics

An ensemble learning and fog-cloud architecture-driven cyber-attack detection framework for IoMT networks

(2020) Prabhat Kumar et al.   COMPUTER COMMUNICATIONS

Anomaly detection framework for Internet of things traffic using vector convolutional deep learning approach in fog environment

(2020) Bhuvaneswari Amma N.G. et al.   Future Generation Computer Systems-The International Journal of eScience

MQTTset, a New Dataset for Machine Learning Techniques on MQTT

(2020) Ivan Vaccari et al.   SENSORS

Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection

(2020) Azzam Mourad et al.   IEEE Internet of Things Journal

Intrusion Detection for Cyber–Physical Systems Using Generative Adversarial Networks in Fog Environment

(2020) Paulo Freitas de Araujo-Filho et al.   IEEE Internet of Things Journal

A Lightweight Perceptron-Based Intrusion Detection System for Fog Computing

(2019) Belal Sudqi Khater et al.   Applied Sciences-Basel

Implementing an intrusion detection and prevention system using software-defined networking: Defending against port-scanning and denial-of-service attacks

(2019) Celyn Birkinshaw et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

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

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

Intrusion detection systems in the Internet of things: A comprehensive investigation

(2019) Somayye Hajiheidari et al.   Computer Networks

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

Evaluation of Network Intrusion Detection Systems for RPL Based 6LoWPAN Networks in IoT

(2019) Abhishek Verma et al.   WIRELESS PERSONAL COMMUNICATIONS

Network Intrusion Detection Based on Novel Feature Selection Model and Various Recurrent Neural Networks

(2019) Thi-Thu-Huong Le et al.   Applied Sciences-Basel

Dynamic Malware Analysis in the Modern Era—A State of the Art Survey

(2019) Ori Or-Meir et al.   ACM COMPUTING SURVEYS

A fog computing based approach to DDoS mitigation in IIoT systems

(2019) Luying Zhou et al.   COMPUTERS & SECURITY

Outlier Dirichlet Mixture Mechanism: Adversarial Statistical Learning for Anomaly Detection in the Fog

(2019) Nour Moustafa et al.   IEEE Transactions on Information Forensics and Security

Deep recurrent neural network for IoT intrusion detection system

(2019) Muder Almiani et al.   SIMULATION MODELLING PRACTICE AND THEORY

SDN/NFV security framework for fog‐to‐things computing infrastructure

(2019) Prabhakar Krishnan et al.   SOFTWARE-PRACTICE & EXPERIENCE

Machine Learning and Deep Learning Methods for Intrusion Detection Systems: A Survey

(2019) Hongyu Liu et al.   Applied Sciences-Basel

Semi-supervised learning based distributed attack detection framework for IoT

(2018) Shailendra Rathore et al.   APPLIED SOFT COMPUTING

A cybersecurity framework to identify malicious edge device in fog computing and cloud-of-things environments

(2018) Amandeep Singh Sohal et al.   COMPUTERS & SECURITY

Distributed attack detection scheme using deep learning approach for Internet of Things

(2018) Abebe Abeshu Diro et al.   Future Generation Computer Systems-The International Journal of eScience

Deep Learning: The Frontier for Distributed Attack Detection in Fog-to-Things Computing

(2018) Abebe Abeshu et al.   IEEE COMMUNICATIONS MAGAZINE

Securing Fog Computing for Internet of Things Applications: Challenges and Solutions

(2018) Jianbing Ni et al.   IEEE Communications Surveys and Tutorials

Optimal Countermeasures Selection Against Cyber Attacks: A Comprehensive Survey on Reaction Frameworks

(2018) Pantaleone Nespoli et al.   IEEE Communications Surveys and Tutorials

A fog-based privacy-preserving approach for distributed signature-based intrusion detection

(2018) Yu Wang et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Intrusion Detection System Based on Decision Tree over Big Data in Fog Environment

(2018) Kai Peng et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Sample Selected Extreme Learning Machine Based Intrusion Detection in Fog Computing and MEC

(2018) Xingshuo An et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Multistage Signaling Game-Based Optimal Detection Strategies for Suppressing Malware Diffusion in Fog-Cloud-Based IoT Networks

(2018) Shigen Shen et al.   IEEE Internet of Things Journal

Leveraging LSTM Networks for Attack Detection in Fog-to-Things Communications

(2018) Abebe Diro et al.   IEEE COMMUNICATIONS MAGAZINE

Blind Multiclass Ensemble Classification

(2018) Panagiotis A. Traganitis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Design of cognitive fog computing for intrusion detection in Internet of Things

(2018) S. Prabavathy et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing

(2018) Xingshuo An et al.   Security and Communication Networks

Hypergraph clustering model-based association analysis of DDOS attacks in fog computing intrusion detection system

(2018) Xingshuo An et al.   EURASIP Journal on Wireless Communications and Networking

A survey of intrusion detection in Internet of Things

(2017) Bruno Bogaz Zarpelão et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Collusion attacks mitigation in internet of things: a fog based model

(2017) Qussai Yaseen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Intrusion Detection in 802.11 Networks: Empirical Evaluation of Threats and a Public Dataset

(2016) Constantinos Kolias et al.   IEEE Communications Surveys and Tutorials

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

(2016) Anna L. Buczak et al.   IEEE Communications Surveys and Tutorials

Learning Internet-of-Things Security "Hands-On"

(2016) Constantinos Kolias et al.   IEEE SECURITY & PRIVACY

Decision forest: Twenty years of research

(2016) Lior Rokach   Information Fusion

Security, privacy and trust in Internet of Things: The road ahead

(2015) S. Sicari et al.   Computer Networks

Guidelines for conducting systematic mapping studies in software engineering: An update

(2015) Kai Petersen et al.   INFORMATION AND SOFTWARE TECHNOLOGY

ORCEF: Online response cost evaluation framework for intrusion response system

(2015) Alireza Shameli-Sendi et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A survey of intrusion detection techniques for cyber-physical systems

(2014) Robert Mitchell et al.   ACM COMPUTING SURVEYS

An empirical comparison of botnet detection methods

(2014) S. García et al.   COMPUTERS & SECURITY

$\rm E}^{2{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

(2014) Alim Samat et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Quality models for web services: A systematic mapping

(2014) Marc Oriol et al.   INFORMATION AND SOFTWARE TECHNOLOGY

CloudExp: A comprehensive cloud computing experimental framework

(2014) Yaser Jararweh et al.   SIMULATION MODELLING PRACTICE AND THEORY

SVELTE: Real-time intrusion detection in the Internet of Things

(2013) Shahid Raza et al.   Ad Hoc Networks

Cyber-physical security metric inference in smart grid critical infrastructures based on system administrators' responsive behavior

(2013) Saman Zonouz et al.   COMPUTERS & SECURITY

NICE: Network Intrusion Detection and Countermeasure Selection in Virtual Network Systems

(2013) Chun-Jen Chung et al.   IEEE Transactions on Dependable and Secure Computing

A systematic review of systematic review process research in software engineering

(2013) Barbara Kitchenham et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Internet of things: Vision, applications and research challenges

(2012) Daniele Miorandi et al.   Ad Hoc Networks

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

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

The Internet of Things: A survey

(2010) Luigi Atzori et al.   Computer Networks

OpenFlow

(2008) Nick McKeown et al.   ACM SIGCOMM Computer Communication Review

Systematic literature reviews in software engineering – A systematic literature review

(2008) Barbara Kitchenham et al.   INFORMATION AND SOFTWARE TECHNOLOGY