FNF: Flow-net based fingerprinting and its applications

• Published in: Computers & security Vol. 75; pp. 167 - 181
• Main Authors: Fu, Bo, Xiao, Yang, Chen, Hui
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier Ltd 01.06.2018; Elsevier Sequoia S.A
• Subjects: Algorithms; Anomalies; Behavior; Computer networks; Computer systems; Computing time; Fingerprint; Fingerprinting; Fingerprints; Flow-net; Intrusion detection; Intrusion detection systems; IP (Internet Protocol); Logging; Machine learning; Network security; Semantics; Studies; TCP/IP (protocol); Logging; Fingerprint; Computer systems; Computer networks; Intrusion detection; Flow-net

Relationships among events in conventional system and network logs are not explicitly recorded and can only be determined from examining ancillary attributes of the events, such as, time stamps and event identifiers, or sometimes the semantics of the event attributes with some learning algorithms. T...