Special Issue "Forensics Data Analytics Enhancement via Artificial Intelligences and Big Data Analytics"

A special issue of Future Internet (ISSN 1999-5903). This special issue belongs to the section "Big Data and Augmented Intelligence".

Deadline for manuscript submissions: closed (15 January 2021).

Special Issue Editors

Dr. Andrii Shalaginov
E-Mail Website1 Website2
Guest Editor
Norwegian University of Science and Technology, Gjøvik, Norway
Interests: large-scale data analytic; malware detection; intelligent information security; internet of things; smart applications
Special Issues, Collections and Topics in MDPI journals
Mr. Asif Iqbal CISSP, CISA, CISM
E-Mail Website
Guest Editor
KTH Royal Institute of Technology in Stockholm, Sweden
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

Special Issue Information

Dear Colleagues,

With the rapid development and integration of new technologies, crimes in today’s connected world are committed not only in the physical realm but, equally or more commonly, in cyberspace. Despite the development of new methods to prevent cyber attacks, the amount of actual data affiliated with crimes has increased dramatically. Traditionally, personal computers, powerful servers, and mobile phones were considered the main source of data processed in digital investigations. However, the changing nature of our world has brought forth previously unrecognized concepts like a variety of smart applications, autonomous systems, and intelligent societal services. All these simplify everyday tasks and facilitate societal needs, while at the same time bringing new vulnerabilities, attack vectors and the previously unforeseen consequences of attacks to life. The steady increase in digital storage size over the last decades has resulted in terabytes of data used in a single household, not to mention large electronic services. This increase in storage space had a negative impact on timely results for digital investigations as it can take up to several hours simply to image the hard drive, not to mention file carving and normal forensic analysis. Moreover, Internet of Things nodes and CCTV cameras create a large source of affiliated crime data, containing possible traces and circumstantial evidence in addition to direct evidence. Therefore, the Big Data paradigm is omnipresent in every aspect of crime investigations, creating obstacles for agencies expected to maintain public order, safety, and security. Therefore, there is a strong need for advanced data analytics to aid crime investigations in cyber and physical worlds containing large-scale data, which requires novel approaches for more efficient and effective automated processing and reasoning.

List of research topics

1. Novel intelligent methods and processing models for Big Data analytics

- Machine learning-aided reasoning;

- Topic modeling and context analysis;

- Information security modelling and analytics;

- Intelligent decision support systems;

- Distributed computing and parallel optimization;

- Secure collaborative platforms for threat intelligence analysis and collection;

- Distributed storage and processing of data streams;

- Hardware and software architectures for large-scale data handling.

2. Crime-affiliated and simulated datasets

- Release of new datasets;

- New data storage, taxonomy and processing formats;

- Simulation of digital forensics data;

- Anonymized real case data.

3. Scenarios and use cases

- Internet of Things and smart appliances forensics;

- Financial fraud detection and prevention;

- Police investigations via AI-aided methodologies;

- Cryptocurrencies and blockchain technologies in crime facilitation;

- Adversarial information gathering and social engineering;

- Smart grid and energy under attacks;

- Cyber threats intelligence;

- Network forensics readiness;

- SCADA and Industrial Control Systems (ICS);

- Real-time video forensics and person-of-interest identification.

Dr. Andrii Shalaginov
Dr. Asif Iqbal
Prof. 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 papers will be 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. Future Internet is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • advanced big data analytics
  • cybercrime detection and prevention
  • computer forensics
  • forensic intelligence
  • intelligent decision support systems
  • malware analysis
  • crimes in smart world
  • cyber situational awareness
  • intelligent cybersecurity
  • secure machine learning
  • knowledge discovery in attacks detection.

Published Papers

There is no accepted submissions to this special issue at this moment.
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