A Mean Convolutional Layer for Intrusion Detection System

A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks

(2019) Sahil Garg et al.   IEEE Transactions on Network and Service Management

Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection

(2018) Belhassen Bayar et al.   IEEE Transactions on Information Forensics and Security

Recent Advances in Convolutional Neural Network Acceleration

(2018) Qianru Zhang et al.   NEUROCOMPUTING

Enhanced Network Anomaly Detection Based on Deep Neural Networks

(2018) Sheraz Naseer et al.   IEEE Access

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization

(2016) Gilberto Fernandes et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

(2016) Sarah M. Erfani et al.   PATTERN RECOGNITION

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks

(2016) Tao Ma et al.   SENSORS

Detecting anomalies from big network traffic data using an adaptive detection approach

(2015) Ji Zhang et al.   INFORMATION SCIENCES

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

Intrusion detection by machine learning: A review

(2009) Chih-Fong Tsai et al.   EXPERT SYSTEMS WITH APPLICATIONS