By Aboul Ella Hassanien, Tai-Hoon Kim, Janusz Kacprzyk, Ali Ismail Awad
This quantity provides contemporary examine in cyber defense and experiences how agencies can achieve aggressive benefits by means of employing the several defense suggestions in real-world eventualities. the amount offers reports of cutting–edge applied sciences, algorithms, functions and insights for bio-inspiring cyber security-based platforms. The e-book might be a priceless better half and finished reference for either postgraduate and senior undergraduate scholars who're taking a direction in cyber safeguard. the quantity is prepared in self-contained chapters to supply maximum interpreting flexibility.
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Multiple alerts for the same performance metric and period are grouped together, performance metric are used for traffic rate, usage ratio, congestion rate and so on. 8 System and Application Log Agents System log consists of audit log files and application log files. These logs may be either access log or error log within each running application or service. DACM includes local agents to correlate each system log file contents according to specific pattern matching and comparing attack profiles which previously generated during learning period.
Normal network performance thresholds values are defined in different intervals during the day resulting in a performance profile. This profile is constructed by supervised learning and stored in the knowledge base. If the monitored performance exceeds the threshold, an alert is generated. Multiple alerts for the same performance metric and period are grouped together, performance metric are used for traffic rate, usage ratio, congestion rate and so on. 8 System and Application Log Agents System log consists of audit log files and application log files.
Dependable Secure Comput. 1, 146–69 (2004) 26. D. Thesis, University of California Santa Barbara, Santa Barbara, California, USA, (2006) 38 A. M. Bahaa-Eldin 27. : Intrusion Detection and Correlation Challenges and Solutions. Springer, New York (2005). ISBN: 0-387-23398-9 28. David W Chadwick, “Network Firewall Technologies”, Technical Report, IS Institute, University of Salford, Salford, M5 4WT, England. 29. : Port and Vulnerability Scanning, Packet Sniffing, Intrusion Detection, and Penetration Testing, Lecture Notes on Computer and Network Security, April 15, Purdue University (2014).
Bio-inspiring Cyber Security and Cloud Services: Trends and Innovations by Aboul Ella Hassanien, Tai-Hoon Kim, Janusz Kacprzyk, Ali Ismail Awad