An Intrusion Detection Model for CICIDS-2017 Dataset Using Machine Learning Algorithms
Author:
Affiliation:
1. H.N.B. Garhwal University,Dept. of Computer Science and Engg.,Srinagar Garhwal,Uttarakhand,India
2. Graphic Era University,Dept. of Electronics and Comm. Engg.,Dehradun,Uttarakhand,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10009018/10009023/10009400.pdf?arnumber=10009400
Reference25 articles.
1. Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using Spark
2. A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks
3. Deep Recurrent Neural Network for Intrusion Detection in SDN-based Networks
4. A Model Based on Convolutional Neural Network for Online Transaction Fraud Detection
5. Deep Learning Approach for Network Intrusion Detection System;niyaz;Endorsed Trans Ambient Syst,2016
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