A Review on Data Generation for Digital Forensic Investigation using Data Mining
نویسندگان
چکیده
Digital forensic is part of forensic science that unconditionally covers cyber crimes. In a cyber crime digital forensic evidence examination requires a special process and techniques in examination of cyber crime in crime scene and examination of evidence are accepted in law enforcement. Cyber crime involves log data, transactional data is occurs which tends to plenty of data for storage and analyze them. The network forensic traces involve 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 this paper general methodology is discussed for network data forensic analysis and also the survey of various network forensic analysis tools and approach in use to capturing data from different resources.
منابع مشابه
Identification of User Ownership in Digital Forensic using Data Mining Technique
As existing technology used by criminal rapidly changes and growing, digital forensics is also growing and important fields of research for current intelligence, law enforcement and military organizations today. As huge information is stored in digital form, the need and ability to analyze and process this information for relevant evidence has grown in complexity. During criminal activities cri...
متن کاملA Systematic Review of Data Mining Applications in Digital Libraries
Purpose: Study aimed to identify the applications of data mining in the provision of services, collection and management of digital libraries. Methodology: This is an applied study in terms of purpose and in terms of method is qualitative research that have been done by systematic review method. For this purpose, articles have been obtained by searching databases of Springer, Emerald, ProQuest,...
متن کاملA Digital Forensic Tool for Cyber Crime Data mining
Digital forensics is the science of identifying, extracting, analysing and presenting the digital evidence that has been stored in the digital devices. Various digital tools and techniques are being used to achieve this. Our paper explains emerging cyber crimes, forensic analysis steps in the storage media, hidden data analysis in the file system, network forensic methods and cyber crime data m...
متن کاملData Mining : a Prospective Approach for Digital Forensics
Data mining is part of the interdisciplinary field of knowledge discovery in databases. Research on data mining began in the 1980s and grew rapidly in the 1990s.Specific techniques that have been developed within disciplines such as artificial intelligence, machine learning and pattern recognition have been successfully employed in data mining. Data mining has been successfully introduced in ma...
متن کاملA field investigation of application of digital terrestrial photogrammetry to characterize geometric properties of discontinuities in open-pit slopes
In order to analyze the slope stability in open-pit mines, the structural parameters of rock mass such as persistence and spatial orientation of discontinuities are characterized through field surveys, which involve spending high costs and times as well as posing high risks of rock toppling and rock fall. In the present work, a new application of terrestrial digital photogrammetry is introduced...
متن کامل