Anomaly-Based Intrusion Detection Systems in IoT Using Deep Learning: A Systematic Literature Review

Deep learning and big data technologies for IoT security

(2020) Mohamed Ahzam Amanullah et al.   COMPUTER COMMUNICATIONS

A Systematic Literature Review on Outlier Detection in Wireless Sensor Networks

(2020) Mahmood Safaei et al.   Symmetry-Basel

DeepBot: a time-based botnet detection with deep learning

(2020) Wan-Chen Shi et al.   SOFT COMPUTING

CNN-Based Network Intrusion Detection against Denial-of-Service Attacks

(2020) Jiyeon Kim et al.   Electronics

Detecting Internet of Things attacks using distributed deep learning

(2020) Gonzalo De La Torre Parra et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Anomaly Based Unknown Intrusion Detection in Endpoint Environments

(2020) Sujeong Kim et al.   Electronics

Detection of Low-Frequency and Multi-Stage Attacks in Industrial Internet of Things

(2020) Xinghua Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Security Requirements for the Internet of Things: A Systematic Approach

(2020) Shantanu Pal et al.   SENSORS

Leveraging Semisupervised Hierarchical Stacking Temporal Convolutional Network for Anomaly Detection in IoT Communication

(2020) Yongliang Cheng et al.   IEEE Internet of Things Journal

Anomaly Detection Based on Convolutional Recurrent Autoencoder for IoT Time Series

(2020) Chunyong Yin et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A Life Cycle Framework of Green IoT-Based Agriculture and Its Finance, Operation, and Management Issues

(2019) Junhu Ruan et al.   IEEE COMMUNICATIONS MAGAZINE

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

Towards Deep-Learning-Driven Intrusion Detection for the Internet of Things

(2019) Geethapriya Thamilarasu et al.   SENSORS

Improving the Classification Effectiveness of Intrusion Detection by Using Improved Conditional Variational AutoEncoder and Deep Neural Network

(2019) Yanqing Yang et al.   SENSORS

Deep recurrent neural network for IoT intrusion detection system

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

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

(2019) Yanmiao Li et al.   MEASUREMENT

Context-aware data-centric misbehaviour detection scheme for vehicular ad hoc networks using sequential analysis of the temporal and spatial correlation of the consistency between the cooperative awareness messages

(2019) Fuad A. Ghaleb et al.   Vehicular Communications

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

A deep Recurrent Neural Network based approach for Internet of Things malware threat hunting

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

A scalable distributed machine learning approach for attack detection in edge computing environments

(2018) Rafał Kozik et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IoTDeM: An IoT Big Data-oriented MapReduce performance prediction extended model in multiple edge clouds

(2018) Zhihui Lu et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

Accurate Periocular Recognition Under Less Constrained Environment Using Semantics-Assisted Convolutional Neural Network

(2017) Zijing Zhao et al.   IEEE Transactions on Information Forensics and Security

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

(2017) Manuel Lopez-Martin et al.   SENSORS

A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications

(2017) Jie Lin et al.   IEEE Internet of Things Journal

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Internet of Things in Industries: A Survey

(2014) Li Da Xu et al.   IEEE Transactions on Industrial Informatics

A systematic review of systematic review process research in software engineering

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

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT