DocumentCode :
144476
Title :
Data Generation and Analysis for Digital Forensic Application Using Data Mining
Author :
Khobragade, Prashant K. ; Malik, Latesh G.
Author_Institution :
Dept. of Comput. Sci. & Engi, GHRCE, Nagpur, India
fYear :
2014
fDate :
7-9 April 2014
Firstpage :
458
Lastpage :
462
Abstract :
In the cyber crime huge log data, transactional data occurs which tends to plenty of data for storage and analyze them. It is difficult for forensic investigators to play plenty of time to find out clue and analyze those data. In network forensic analysis involves network traces and detection of attacks. The trace involves an Intrusion Detection System and firewall logs, logs generated by network services and applications, packet captures by sniffers. In network lots of data is generated in every event of action, so it is difficult for forensic investigators to find out clue and analyzing those data. In network forensics is deals with analysis, monitoring, capturing, recording, and analysis of network traffic for detecting intrusions and investigating them. This paper focuses on data collection from the cyber system and web browser. The FTK 4.0 is discussing for memory forensic analysis and remote system forensic which is to be used as evidence for aiding investigation.
Keywords :
computer crime; data analysis; data mining; digital forensics; firewalls; storage management; FTK 4.0; Web browser; cyber crime huge log data; cyber system; data analysis; data collection; data generation; data mining; data storage; digital forensic application; firewall logs; intrusion detection system; memory forensic analysis; network attack detection; network forensic analysis; network traces; network traffic; packet captures; remote system forensic; transactional data; Computers; Data mining; Data visualization; Databases; Digital forensics; Security; Clustering; Data Collection; Digital forensic tool; Log Data collection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
Conference_Location :
Bhopal
Print_ISBN :
978-1-4799-3069-2
Type :
conf
DOI :
10.1109/CSNT.2014.97
Filename :
6821438
Link To Document :
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