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Smartphone Data Distributions and Requirements for Realistic Mobile Device Forensic Corpora

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Advances in Digital Forensics XVIII (DigitalForensics 2022)

Part of the book series: IFIP Advances in Information and Communication Technology ((IFIPAICT,volume 653))

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Abstract

Mobile devices such as smartphones are carried and used constantly by people in their daily lives and, therefore, play important roles in forensic investigations. As a result, digital forensic professionals are confronted with large numbers of devices with data that has to be extracted and analyzed. The education and training of forensic experts and the development and evaluation of smartphone forensic tools require copious amounts of realistic data. Unfortunately, secrecy and privacy considerations limit the availability of real digital forensic data. Smartphone datasets for training and testing are sparse and unrealistic, and knowledge about data distributions in real smartphones is limited.

This chapter presents the results of a survey of law enforcement professionals from two countries that sought to understand the typical data residing in smartphones encountered in criminal investigations, with the goal of supporting the creation of publicly-available forensic datasets. The typical data extracted from smartphones using current forensic tools is presented; this data is divided into two forensic classes, relevant and irrelevant. Additionally, the chapter discusses current problems encountered by mobile device forensic professionals and opportunities for future research.

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References

  1. S. Abt and H. Baier, Are we missing labels? A study of the availability of ground truth in network security research, Proceedings of the Third International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, pp. 40–55, 2014.

    Google Scholar 

  2. K. Barmpatsalou, T. Cruz, E. Monteiro and P. Simoes, Current and future trends in mobile device forensics, ACM Computing Surveys, vol. 51(3), article no. 46, 2018.

    Google Scholar 

  3. J. Camacho, K. Campos, P. Cedillo, B. Coronel and A. Bermeo, Forensic analysis of mobile devices: A systematic mapping study, in Information and Communication Technologies of Ecuador, M. Botto-Tobar, L. Barba-Maggi, J. Gonzalez-Huerta, P. Villacres-Cevallos, O. Gomez and M. Uvidia-Fassler (Eds.), Springer, Cham, Switzerland, pp. 57–72, 2018.

    Google Scholar 

  4. E. Casey and C. Rose, Forensic analysis, in Handbook of Digital Forensics and Investigation, E. Casey (Ed.), Elsevier, Burlington, Massachusetts, pp. 21–62, 2010.

    Google Scholar 

  5. European Parliament and Council, Regulation (EU) 2016/679, Official Journal of the European Union, vol. 59(L 119), pp. 1–88, 2016.

    Google Scholar 

  6. S. Garfinkel, Digital forensics research: The next 10 years, Digital Investigation, vol. 7(S), pp. S64–S73, 2010.

    Google Scholar 

  7. P. Goncalves, K. Dolovs, M. Stebner, A. Attenberger and H. Baier, Revisiting the Dataset Gap Problem – On Availability, Assessment and Perspectives of Mobile Forensic Corpora, Unpublished Manuscript, Cyber Defense Research Institute, Bundeswehr University, Munich, Germany, 2021.

    Google Scholar 

  8. C. Grajeda, F. Breitinger and I. Baggili, Availability of datasets for digital forensics – And what is missing, Digital Investigation, vol. 22(S), pp. S94–S105, 2017.

    Google Scholar 

  9. D. Lillis, B. Becker, T. O’Sullivan and M. Scanlon, Current challenges and future research areas for digital forensic investigations, Proceedings of the Eleventh Annual Conference on Digital Forensics, Security and Law, 2016.

    Google Scholar 

  10. X. Lin, Chapter 9: File carving, in Introductory Computer Forensics, Springer, Cham, Switzerland, pp. 211–233, 2018.

    Google Scholar 

  11. L. Luciano, I. Baggili, M. Topor, P. Casey and F. Breitinger, Digital forensics in the next five years, Proceedings of the Thirteenth International Conference on Availability, Reliability and Security, article no. 46, 2018.

    Google Scholar 

  12. M. Meuser and U. Nagel, The expert interview and changes in knowledge production, in Interviewing Experts, A. Bogner, B. Littig and W. Menz (Eds.), Palgrave Macmillan, London, United Kingdom, pp. 17–42, 2009.

    Google Scholar 

  13. A. Mylonas, V. Meletiadis, B. Tsoumas, L. Mitrou and D. Gritzalis, Smartphone forensics: A proactive investigation scheme for evidence acquisition, in Information Privacy and Research, D. Gritzalis, S. Furnell and M. Theoharidou (Eds.), Springer, Berlin Heidelberg, Germany, pp. 249–260, 2012.

    Google Scholar 

  14. D. Pawlaszczyk and C. Hummert, Making the invisible visible – Techniques for recovering deleted SQLite data records, International Journal of Cyber Forensics and Advanced Threat Investigations, vol. 1(1-3), pp. 27–41, 2021.

    Google Scholar 

  15. K. Woods, C. Lee, S. Garfinkel, D. Dittrich, A. Russell and K. Kearton, Creating realistic corpora for security and forensic education, Proceedings of the Sixth Annual Conference on Digital Forensics, Security and Law, 2011.

    Google Scholar 

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Correspondence to Patrik Goncalves .

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Goncalves, P., Attenberger, A., Baier, H. (2022). Smartphone Data Distributions and Requirements for Realistic Mobile Device Forensic Corpora. In: Peterson, G., Shenoi, S. (eds) Advances in Digital Forensics XVIII. DigitalForensics 2022. IFIP Advances in Information and Communication Technology, vol 653. Springer, Cham. https://doi.org/10.1007/978-3-031-10078-9_3

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  • DOI: https://doi.org/10.1007/978-3-031-10078-9_3

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-10077-2

  • Online ISBN: 978-3-031-10078-9

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