Detecting Reconnaissance and Discovery Tactics from the MITRE ATT&CK Framework in Zeek Conn Logs Using Spark’s Machine Learning in the Big Data Framework

While computer networks and the massive amount of communication taking place on these networks grow, the amount of damage that can be done by network intrusions grows in tandem. The need is for an effective and scalable intrusion detection system (IDS) to address these potential damages that come wi...

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Główni autorzy:	Sikha Bagui, Dustin Mink, Subhash Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers
Format:	Artigo
Język:	Inglês
Wydane:	MDPI AG 2022-10-01
Seria:	Sensors
Hasła przedmiotowe:	Apache Spark big data network traffic analysis intrusion detection systems machine learning Zeek Connection Logs
Dostęp online:	https://www.mdpi.com/1424-8220/22/20/7999
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