Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review

Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

(2023) Cosmas Ifeanyi Nwakanma et al.   Applied Sciences-Basel

Analysis of architectures implemented for IIoT

(2023) William Oñate et al.   Heliyon

CLDTLog: System Log Anomaly Detection Method Based on Contrastive Learning and Dual Objective Tasks

(2023) Gaoqi Tian et al.   SENSORS

Routing Attacks Detection in 6LoWPAN-Based Internet of Things

(2023) Ammar Alazab et al.   Electronics

EIFDAA: Evaluation of an IDS with function-discarding adversarial attacks in the IIoT

(2023) Shiming Li et al.   Heliyon

IoT-Enabled Precision Agriculture: Developing an Ecosystem for Optimized Crop Management

(2023) Shadi Atalla et al.   Information (Switzerland)

A review of reference architectures for digital manufacturing: Classification, applicability and open issues

(2023) Jan Kaiser et al.   COMPUTERS IN INDUSTRY

Deep transfer learning for automatic speech recognition: Towards better generalization

(2023) Hamza Kheddar et al.   KNOWLEDGE-BASED SYSTEMS

Federated Transfer Learning With Client Selection for Intrusion Detection in Mobile Edge Computing

(2022) Yanyu Cheng et al.   IEEE COMMUNICATIONS LETTERS

Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations

(2022) Muhammad Azmi Umer et al.   International Journal of Critical Infrastructure Protection

AnomalyAdapters: Parameter-Efficient Multi-Anomaly Task Detection

(2022) Ugur Unal et al.   IEEE Access

Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions

(2022) Yassine Himeur et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A Novel Two-Stage Deep Learning Structure for Network Flow Anomaly Detection

(2022) Ming-Tsung Kao et al.   Electronics

Latest trends of security and privacy in recommender systems: A comprehensive review and future perspectives

(2022) Yassine Himeur et al.   COMPUTERS & SECURITY

Transfer Learning for Wireless Networks: A Comprehensive Survey

(2022) Cong T. Nguyen et al.   PROCEEDINGS OF THE IEEE

Secure Infectious Diseases Detection System With IoT-Based e-Health Platforms

(2022) Zhen Zhao et al.   IEEE Internet of Things Journal

Dependable Intrusion Detection System for IoT: A Deep Transfer Learning Based Approach

(2022) Sk. Tanzir Mehedi et al.   IEEE Transactions on Industrial Informatics

Anomal-E: A self-supervised network intrusion detection system based on graph neural networks

(2022) Evan Caville et al.   KNOWLEDGE-BASED SYSTEMS

Modeling and Analyzing Preemption-Based Service Prioritization in 5G Networks Slicing Framework

(2022) Yves Adou et al.   Future Internet

Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization

(2022) Yassine Himeur et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A comprehensive survey and taxonomy of the SVM-based intrusion detection systems

(2021) Mokhtar Mohammadi et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Towards a deep learning-driven intrusion detection approach for Internet of Things

(2021) Mengmeng Ge et al.   Computer Networks

PF-TL: Payload Feature-Based Transfer Learning for Dealing with the Lack of Training Data

(2021) Ilok Jung et al.   Electronics

An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption

(2021) Israr Ullah et al.   COMPUTING

FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques

(2021) Hong Liu et al.   Journal of Network and Systems Management

Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks

(2021) Sk. Tanzir Mehedi et al.   SENSORS

Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems

(2021) Jianfeng Guan et al.   International Journal of Machine Learning and Cybernetics

A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique

(2021) Mahmoud Said ElSayed et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection

(2021) Xueqin Zhang et al.   IEEE Access

MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles

(2021) Li Yang et al.   IEEE Internet of Things Journal

Web intrusion detection system combined with feature analysis and SVM optimization

(2020) Chao Liu et al.   EURASIP Journal on Wireless Communications and Networking

An intrusion detection method based on active transfer learning

(2020) Jingmei Li et al.   Intelligent Data Analysis

Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

(2020) Yuan Yao et al.   PATTERN RECOGNITION

A survey and taxonomy of the fuzzy signature-based Intrusion Detection Systems

(2020) Mohammad Masdari et al.   APPLIED SOFT COMPUTING

A Network Function Virtualization System for Detecting Malware in Large IoT Based Networks

(2020) Nadra Guizani et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

(2020) Frédéric Li et al.   SENSORS

A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions

(2020) Javed Asharf et al.   Electronics

Dynamic bayesian networks based abnormal event classifier for nuclear power plants in case of cyber security threats

(2020) Pavan Kumar Vaddi et al.   PROGRESS IN NUCLEAR ENERGY

Indoor intrusion detection based on deep signal feature fusion and minimized-MKMMD transfer learning

(2020) Mu Zhou et al.   Physical Communication

A deep learning-based IoT-oriented infrastructure for secure smart City

(2020) Sushil Kumar Singh et al.   Sustainable Cities and Society

A general transfer learning-based framework for thermal load prediction in regional energy system

(2020) Yakai Lu et al.   ENERGY

Deep Subdomain Adaptation Network for Image Classification

(2020) Yongchun Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Adversarial Samples on Android Malware Detection Systems for IoT Systems

(2019) Xiaolei Liu et al.   SENSORS

Intrusion detection using deep sparse auto-encoder and self-taught learning

(2019) Aqsa Saeed Qureshi et al.   NEURAL COMPUTING & APPLICATIONS

Designing collaborative blockchained signature-based intrusion detection in IoT environments

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

Cooperative Anomaly Detection With Transfer Learning-Based Hidden Markov Model in Virtualized Network Slicing

(2019) Weili Wang et al.   IEEE COMMUNICATIONS LETTERS

Hybrid Intrusion Detection System for Edge-Based IIoT Relying on Machine-Learning-Aided Detection

(2019) Haipeng Yao et al.   IEEE NETWORK

Authentication of Wireless Devices in the Internet of Things: Learning and Environmental Effects

(2019) Yaman Sharaf Dabbagh et al.   IEEE Internet of Things Journal

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

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

SAIDuCANT: Specification-Based Automotive Intrusion Detection Using Controller Area Network (CAN) Timing

(2019) Habeeb Olufowobi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks

(2019) Marwa Keshk et al.   IEEE Transactions on Industrial Informatics

Network traffic classification based on transfer learning

(2018) Guanglu Sun et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

A survey of intrusion detection on industrial control systems

(2018) Yan Hu et al.   International Journal of Distributed Sensor Networks

Transfer learning using computational intelligence: A survey

(2015) Jie Lu et al.   KNOWLEDGE-BASED SYSTEMS

A Semantic Approach to Host-Based Intrusion Detection Systems Using Contiguousand Discontiguous System Call Patterns

(2013) Gideon Creech et al.   IEEE TRANSACTIONS ON COMPUTERS