Hybrid Optimization Enabled Robust CNN-LSTM Technique for Network Intrusion Detection

Nowadays, computer networks and the Internet are unprotected from many security threats. Introducing adaptive and flexible security-related techniques is challenging because of the new types of frequently occurring attacks. An intrusion detection system (IDS) is a security device similar to other me...

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Veröffentlicht in:	IEEE access Jg. 10; S. 65611 - 65622
Hauptverfasser:	Deore, Bhushan, Bhosale, Surendra
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Access control Anti-virus software chicken swarm optimization algorithm chimp optimization algorithm Computational modeling Computer networks convolutional neural network features Cybersecurity Deep learning deep long short-term memory Feature extraction Intrusion detection Intrusion detection systems Network intrusion detection Optimization Optimization techniques Security Training
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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