A multi-task based deep learning approach for intrusion detection

Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses

(2021) Manuel Lopez-Martin et al.   KNOWLEDGE-BASED SYSTEMS

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

(2020) Jiyeon Kim et al.   Electronics

Building an efficient intrusion detection system based on feature selection and ensemble classifier

(2020) Yuyang Zhou et al.   Computer Networks

Unsupervised feature selection and cluster center initialization based arbitrary shaped clusters for intrusion detection

(2020) Mahendra Prasad et al.   COMPUTERS & SECURITY

A3D: Attention-based auto-encoder anomaly detector for false data injection attacks

(2020) Arnav Kundu et al.   ELECTRIC POWER SYSTEMS RESEARCH

Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

(2019) Razan Abdulhammed et al.   Electronics

A deep learning approach for proactive multi-cloud cooperative intrusion detection system

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

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

Application of deep reinforcement learning to intrusion detection for supervised problems

(2019) Manuel Lopez-Martin et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid deep learning model for efficient intrusion detection in big data environment

(2019) Mohammad Mehedi Hassan et al.   INFORMATION SCIENCES

Deep Abstraction and Weighted Feature Selection for Wi-Fi Impersonation Detection

(2018) Muhamad Erza Aminanto et al.   IEEE Transactions on Information Forensics and Security

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

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

Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security

(2016) Min-Joo Kang et al.   PLoS One

A survey of intrusion detection techniques in Cloud

(2012) Chirag Modi et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS