The 6th International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention
bdaccip 2022
- URL: https://smartseclab.com/bdaccip2022/
- Event Date: 2022-12-17 ~ 2022-12-20
- Submission Date: 2022-09-15
- Location: Osaka, Japan
Call For Papers: The 6th International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2022
Following the positive feedback and great interest last year, we are delighted to announce the 5th International Workshop on Big Data Analytic for Cybercrime Investigation and Prevention, co-located with IEEE Big Data 2022 conference that takes place in Osaka, Japan on December 17-2, 2022.
Workshop webpage: https://smartseclab.com/bdaccip2022/
*** Covid-19 Information ***
The safety and well-being of all conference participants is our priority. At the moment, the workshop will take place as a hybrid event (both on-side and digitally).
*** IMPORTANT DATES ***
Sep 15, 2022: Due date for full workshop paper submissions
Oct 15, 2022: Notification of paper acceptance to authors
Nov 1, 2022: Latest due date for camera-ready of accepted papers
Dec 17-20, 2022: Workshops and conference
*** INTRODUCTION ***
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 are several other time-consuming laboratory analysis steps 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 the illegal activities in a data-intensive environments. Thus, there is a need for advanced big data analytics to aid in cyber crime 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.
*** PROPOSED TOPICS ***
Note that the topics are not limited to this proposed list.
1. Algorithm areas
- Machine Learning-aided analysis
- Graph-based detection
- Topic modelling
- Improvements of existing methods
- Decision Support Systems
2. Data
- Novel datasets
- New data formats
- Digital Forensics data simulation
- Anonymised case data
- New data formats and taxonomies
3. Infrastructure
- Secure collaborative platforms
- Distributed storage and processing
- Technologies for data streams
- Hardware / software architectures for large-scale data
4. Application areas
- Cyber Threats Intelligence
- Network Forensics Readiness
- Malware Analysis & Detection
- Emails mining & Authorship Identification
- Social Network Mining
- Events correlations
- Access Logs analysis
- Mobile Forensics
- Fraud Detection
- Database Forensics
- IoT Forensics
- Blockchain technologies
- Industrial systems
*** PROGRAM CO-CHAIRS ***
Andrii Shalaginov, Kristiania University College, Norway
Asif Iqbal, KTH Royal Institute of Technology in Stockholm, Sweden
Igor Kotsiuba, Pukhov Institute for Modelling in Energy Engineering, Ukraine
Mamoun Alazab, Charles Darwin University, Australia
*** PAPER SUBMISSION ***
The authors are invited to submit: full-length papers (up to 10 pages IEEE 2-column format), short papers (4-6 pages IEEE 2-column format) or abstract papers (up to 4 page IEEE 2-column format) through the online submission system. Page count includes references, figures and tables. Online submission system:
https://wi-lab.com/cyberchair/2022/bigdata22/scripts/submit.php?subarea=ProW209&undisplay_detail=1&wh=/cyberchair/2022/bigdata22/scripts/ws_submit.php
Papers have to follow the IEEE 2-column format and the Computer Society Proceedings Manuscript Formatting Guidelines: https://www.ieee.org/conferences/publishing/templates.html
***PUBLICATION***
The authors of accepted papers must guarantee their presence at the conference for the papers to be published in the conference proceedings. At least one author of each accepted paper must register for the conference in order to include the paper in the proceedings.
***BOOK***
Selected papers will be nominated for submission to the book.
*** CONTACTS***
If you have any questions, do not hesitate to contact Andrii Shalaginov (andrii.shalaginov@kristiania.no).
Best regards,
Andrii Shalaginov, on behalf of
Asif Iqbal, Igor Kotsiuba, Mamoun Alazab
Kristiania University College, Oslo, Norway
KTH Royal Institute of Technology in Stockholm, Sweden
Pukhov Institute for Modelling in Energy Engineering, Ukraine
Charles Darwin University, Australia
Following the positive feedback and great interest last year, we are delighted to announce the 5th International Workshop on Big Data Analytic for Cybercrime Investigation and Prevention, co-located with IEEE Big Data 2022 conference that takes place in Osaka, Japan on December 17-2, 2022.
Workshop webpage: https://smartseclab.com/bdaccip2022/
*** Covid-19 Information ***
The safety and well-being of all conference participants is our priority. At the moment, the workshop will take place as a hybrid event (both on-side and digitally).
*** IMPORTANT DATES ***
Sep 15, 2022: Due date for full workshop paper submissions
Oct 15, 2022: Notification of paper acceptance to authors
Nov 1, 2022: Latest due date for camera-ready of accepted papers
Dec 17-20, 2022: Workshops and conference
*** INTRODUCTION ***
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 are several other time-consuming laboratory analysis steps 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 the illegal activities in a data-intensive environments. Thus, there is a need for advanced big data analytics to aid in cyber crime 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.
*** PROPOSED TOPICS ***
Note that the topics are not limited to this proposed list.
1. Algorithm areas
- Machine Learning-aided analysis
- Graph-based detection
- Topic modelling
- Improvements of existing methods
- Decision Support Systems
2. Data
- Novel datasets
- New data formats
- Digital Forensics data simulation
- Anonymised case data
- New data formats and taxonomies
3. Infrastructure
- Secure collaborative platforms
- Distributed storage and processing
- Technologies for data streams
- Hardware / software architectures for large-scale data
4. Application areas
- Cyber Threats Intelligence
- Network Forensics Readiness
- Malware Analysis & Detection
- Emails mining & Authorship Identification
- Social Network Mining
- Events correlations
- Access Logs analysis
- Mobile Forensics
- Fraud Detection
- Database Forensics
- IoT Forensics
- Blockchain technologies
- Industrial systems
*** PROGRAM CO-CHAIRS ***
Andrii Shalaginov, Kristiania University College, Norway
Asif Iqbal, KTH Royal Institute of Technology in Stockholm, Sweden
Igor Kotsiuba, Pukhov Institute for Modelling in Energy Engineering, Ukraine
Mamoun Alazab, Charles Darwin University, Australia
*** PAPER SUBMISSION ***
The authors are invited to submit: full-length papers (up to 10 pages IEEE 2-column format), short papers (4-6 pages IEEE 2-column format) or abstract papers (up to 4 page IEEE 2-column format) through the online submission system. Page count includes references, figures and tables. Online submission system:
https://wi-lab.com/cyberchair/2022/bigdata22/scripts/submit.php?subarea=ProW209&undisplay_detail=1&wh=/cyberchair/2022/bigdata22/scripts/ws_submit.php
Papers have to follow the IEEE 2-column format and the Computer Society Proceedings Manuscript Formatting Guidelines: https://www.ieee.org/conferences/publishing/templates.html
***PUBLICATION***
The authors of accepted papers must guarantee their presence at the conference for the papers to be published in the conference proceedings. At least one author of each accepted paper must register for the conference in order to include the paper in the proceedings.
***BOOK***
Selected papers will be nominated for submission to the book.
*** CONTACTS***
If you have any questions, do not hesitate to contact Andrii Shalaginov (andrii.shalaginov@kristiania.no).
Best regards,
Andrii Shalaginov, on behalf of
Asif Iqbal, Igor Kotsiuba, Mamoun Alazab
Kristiania University College, Oslo, Norway
KTH Royal Institute of Technology in Stockholm, Sweden
Pukhov Institute for Modelling in Energy Engineering, Ukraine
Charles Darwin University, Australia
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