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NETWORK INTRUSION DETECTION Machine learning Algorithm

Abstract
NIDS are critical component in protecting the networks of an organization since they can detect various invasions. The constant emergence of complex threats and the traffic load in computer networks are growing exponentially, and traditional security solutions are not enough in this case. This paper focuses on the differential use of machine learning to improve the performance of NIDSs in particul...
Keywords
Computer science
Support vector machine
False positive paradox
Artificial intelligence
Intrusion detection system
Machine learning
Cluster analysis
Network security
Algorithm
Artificial neural network
True positive rate
Data mining
Computer security



NETWORK INTRUSION DETECTION Machine learning Algorithm

NETWORK INTRUSION DETECTION Machine learning Algorithm

Abstract
NIDS are critical component in protecting the networks of an organization since they can detect various invasions. The constant emergence of complex threats and the traffic load in computer networks are growing exponentially, and traditional security solutions are not enough in this case. This paper focuses on the differential use of machine learning to improve the performance of NIDSs in particul...
Keywords
Computer science
Support vector machine
False positive paradox
Artificial intelligence
Intrusion detection system
Machine learning
Cluster analysis
Network security
Algorithm
Artificial neural network
True positive rate
Data mining
Computer security