Big Data Analytic for Cyber Crime Investigation and Prevention 2023
A special issue of Computers (ISSN 2073-431X). This special issue belongs to the section "ICT Infrastructures for Cybersecurity".
Deadline for manuscript submissions: closed (1 June 2023) | Viewed by 24520
Special Issue Editors
Interests: internet of things; cyber security; smart applications; digital forensics; malware analysis
Special Issues, Collections and Topics in MDPI journals
Interests: digital forensic and security investigations; cybercrime investigations; forensic intelligence information security modeling; cyber warfare; IoT; IIoT; SCADA/ICS
Special Issues, Collections and Topics in MDPI journals
Interests: cybersecurity; digital forensics
Interests: cyber security; data analytics; digital forensics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The 6th International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention will take place together with the IEEE Big Data 2022 conference in Osaka, Japan on 17–20 December 2022. More details can be found here:
https://smartseclab.com/bdaccip2022/.
The big data paradigm has become an inevitable aspect of today’s digital forensics investigations. Acquiring a forensic copy of seized data mediums already takes several hours due to the increasing storage size. In addition, several other time-consuming laboratory analysis steps are required, such as evidence identification, corresponding data preprocessing, analysis, linkage, and final reporting. These steps have to be repeated for every physical device examined in the criminal case. Conventional digital forensics data preprocessing and analysis methods struggle when handling the contemporary variety, variability, volume, and velocity of case data. Thus, proactive approaches have to be developed and integrated in daily law enforcement operations for timely detection and prevention of illegal activities in a data-intensive environments. Thus, there is a need for advanced big data analytics to aid in cybercrime investigations, which requires novel approaches for automated analysis. This workshop is organized to bring together recent development in big data analysis to aid in current challenges in cybercrime investigations.
The authors of selected papers that are presented at this workshop are invited to submit their extended versions to this Special Issue of the journal Computers after the conference. Submitted papers should be extended to the size of regular research or review articles, with at least a 50% extension of new results (e.g., in the form of technical extensions, more in-depth evaluations, or additional use cases, and not exceeding 30% copy/paste from conference paper). All submitted papers will undergo our standard peer-review procedure. Accepted papers will be published in open access format in Computers and collected together on this Special Issue’s website.
We are also inviting original research work covering algorithms, data, infrastructure, and application areas that can potentially lead to significant advances in Big Data Analytic for Cyber Crime Investigation and Prevention.
The topics of the workshop include but are not limited to the following:
Algorithms:
- Machine Learning-aided analysis
- Graph-based detection
- Topic modeling
- Improvements of existing methods
- Decision support systems
Data:
- Novel datasets
- New data formats
- Digital forensics data simulation
- Anonymized case data
- New data formats and taxonomies
Infrastructure
- Secure collaborative platforms
- Distributed storage and processing
- Technologies for data streams
- Hardware/software architectures for large-scale data
Application areas
- Cyber threats intelligence
- Network forensics readiness
- Malware analysis and detection
- Emails mining and authorship identification
- Social network mining
- Events correlations
- Access logs analysis
- Mobile forensics
- Fraud detection
- Database forensics
- IoT forensics
- Blockchain technologies
- Industrial systems
Dr. Andrii Shalaginov
Dr. Asif Iqbal
Dr. Igor Kotsiuba
Dr. Mamoun Alazab
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Computers is an international peer-reviewed open access monthly journal published by MDPI.
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