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

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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Bibliographic Details
Main Authors: Sikha Bagui, Dustin Mink, Subhash Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
Apache Spark
big data
network traffic analysis
intrusion detection systems
machine learning
Zeek Connection Logs
Online Access:https://www.mdpi.com/1424-8220/22/20/7999

Internet

https://www.mdpi.com/1424-8220/22/20/7999

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