Cybersecurity Deep: Approaches, Attacks Dataset, and Comparative Study

Poisoning and Evasion Attacks Against Deep Learning Algorithms in Autonomous Vehicles

(2020) Wenbo Jiang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Secure Estimation Under Causative Attacks

(2020) Saurabh Sihag et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A network intrusion detection method based on semantic Re-encoding and deep learning

(2020) Zhendong Wu et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Application of Deep Learning to Cybersecurity: A Survey

(2019) Samaneh Mahdavifar et al.   NEUROCOMPUTING

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

(2019) Kelton A.P. da Costa 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

A survey of network-based intrusion detection data sets

(2019) Markus Ring et al.   COMPUTERS & SECURITY

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

(2019) Mohamed Amine Ferrag et al.   Journal of Information Security and Applications

Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle

(2018) Rui Xiong et al.   APPLIED ENERGY

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

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

A taxonomy and survey of cyber-physical intrusion detection approaches for vehicles

(2018) George Loukas et al.   Ad Hoc Networks

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

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

Ensemble based collaborative and distributed intrusion detection systems: A survey

(2016) Gianluigi Folino et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Evaluating Computer Intrusion Detection Systems

(2015) Aleksandar Milenkoski et al.   ACM COMPUTING SURVEYS

An intrusion detection system using network traffic profiling and online sequential extreme learning machine

(2015) Raman Singh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Developing a Hybrid Intrusion Detection System Using Data Mining for Power Systems

(2015) Shengyi Pan et al.   IEEE Transactions on Smart Grid

A novel hybrid KPCA and SVM with GA model for intrusion detection

(2014) Fangjun Kuang et al.   APPLIED SOFT COMPUTING

An empirical comparison of botnet detection methods

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

Fusion of Smartphone Motion Sensors for Physical Activity Recognition

(2014) Muhammad Shoaib et al.   SENSORS

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

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

RePIDS: A multi tier Real-time Payload-based Intrusion Detection System

(2012) Aruna Jamdagni et al.   Computer Networks

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

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier

(2012) Levent Koc et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mutual information-based feature selection for intrusion detection systems

(2011) Fatemeh Amiri et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS