Synopsis
Traditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You’ll understand how your network is used, and what actions are necessary to harden and defend the systems within it.
In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics.
You’ll learn how to:
- Use sensors to collect network, service, host, and active domain data
- Work with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect
- Detect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques
- Analyze text data, traffic behavior, and communications mistakes
- Identify significant structures in your network with graph analysis
- Examine insider threat data and acquire threat intelligence
- Map your network and identify significant hosts within it
- Work with operations to develop defenses and analysis techniques
"synopsis" may belong to another edition of this title.
About the Author
Michael Collins is the chief scientist for RedJack, LLC., a NetworkSecurity and Data Analysis company located in the WashingtonD.C. area. Prior to his work at RedJack, Dr. Collins was a member ofthe technical staff at the CERT/Network Situational Awareness group at Carnegie Mellon University. His primary focus is on networkinstrumentation and traffic analysis, in particular on the analysis oflarge traffic datasets.Dr. Collins graduated with a PhD in Electrical Engineering fromCarnegie Mellon University in 2008, he holds Master's and Bachelor'sDegrees from the same institution.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Network Security Through Data Analysis: From Data to...
Seller Image
Network Security Through Data Analysis: From Data to Action
Seller: Greenworld Books, Arlington, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: like_new. Fast Free Shipping â" Excellent condition book with clean cover and pages. Barely handled, with minimal wear. An outstanding copy, close to enjoy! Seller Inventory # GWV.1491962844.LN
Seller Image
Network Security Through Data Analysis: From Data to Action
Seller: Greenworld Books, Arlington, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: good. Fast Free Shipping â" Good condition. It may show normal signs of use, such as light writing, highlighting, or library markings, but all pages are intact and the book is fully readable. A solid, complete copy that's ready to enjoy. Seller Inventory # GWV.1491962844.G
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_421639539
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G1491962844I3N00
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G1491962844I3N00
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. No Jacket. Former library book; May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G1491962844I4N10
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: WorldofBooks, Goring-By-Sea, WS, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR013480996
Buy Used
£ 4.22
£ 5.60 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Network Security Through Data Analysis
Seller: Kuba Libri, Prague, Czech Republic
Seller rating 4 out of 5 stars
Soft cover. Condition: As New. 2nd Edition. bumbed corner. Seller Inventory # 004607
Buy Used
£ 15.23
£ 10.83 shipping
Ships from Czech Republic to U.S.A.
Ships from Czech Republic to U.S.A.
Quantity: 1 available
Stock Image
Network Security Through Data Analysis: From Data to Action
Seller: GoldBooks, Denver, CO, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. New Copy. Customer Service Guaranteed. Seller Inventory # 97J58_74_1491962844
Seller Image
Network Security Through Data Analysis : From Data to Action
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 28757230-n