A quantitative approach to triaging in mobile forensics

Proc. 10th IEEE Int. Conf. on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, 8th IEEE Int. Conf. on Embedded Software and Systems, ICESS 2011, 6th Int. Conf. on FCST 2011

Volumn , Issue , 2011, Pages 582-588

  Marturana, Fabio ^a   Me, Gianluigi ^a   Bertè, Rosamaria ^a   Tacconi, Simone ^b  

^a UNIVERSITY OF ROME TOR VERGATA   (Italy)

^b Polizia di Stato e Delle Comunicazioni   (Italy)

Author keywords

Data Mining; Knowledge Analysis; Machine Learning; Mobile Forensics; Triaging

Indexed keywords

CELL PHONE; COMMERCIAL TOOLS; CONSUMER MARKET; CYBER-CRIMES; DIGITAL FORENSIC; FORENSIC EXAMINATIONS; FORENSIC INVESTIGATION; GROWING DEMAND; INTERNAL MEMORY; KNOWLEDGE ANALYSIS; LIVE-ANALYSIS; MACHINE-LEARNING; MOBILE FORENSICS; QUANTITATIVE APPROACH; SMART PHONES; TRIAGING;

COMPUTER CRIME; COMPUTER FORENSICS; CRIME; DATA MINING; DIGITAL DEVICES; EMBEDDED SOFTWARE; EMBEDDED SYSTEMS; EQUIPMENT; LAPTOP COMPUTERS; LEARNING SYSTEMS; MOBILE DEVICES; MOBILE PHONES; TELEPHONE SETS;

CELLULAR TELEPHONE SYSTEMS;

EID: 84856170889     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TrustCom.2011.75     Document Type: Conference Paper

References (16)

1. Wayne Jansen and Rick Ayers, "Guidelines on Cell Phone Forensics", NIST, May 2007.
2. Gartner - 11 August 2011. "Gartner Says Sales of Mobile Devices in Second Quarter of 2011 Grew 16.5 Percent Year-on-Year; Smartphone Sales Grew 74 Percent".
3. Polizia Postale e delle Comunicazione (2011). Data on complaints investigation and action in 2010. pp. 4-5.
4. "Cybercrime: Italia quarta in Europa. Assintel: manca una cultura della sicurezza e un approccio legislativo equilibrato alla web society". (2011, March). From: http://www.tecnomagazine.it/tech/1758. Last view july 2011.
5. Access Data, "AD Triage 1.0.0". Relased in April 12, 2011.
6. Dell Mobile Forensics Unit. From: http://gcn.com/Articles/2011/04/07/ Dell-Spektor-Digital- Mobile-Forensics, last view july 2011.
7. NIST. (March 2007). "Cell Phone Forensic Tools: An Overview and Analysis Update".
8. F. Marturana, R. Bertè, G. Me, S. Tacconi. Mobile Forensics "triaging": new directions for methodology. Being published in itAIS 2011 VIII Conference of the Italian Chapter of AIS.
9. Richard P. Mislan, Eoghan Caseyb and Gary C. Kesslerc "The growing need for on-scene triage of mobile devices". Digital Investigation, Vol. 6, Issues 3-4, May 2010, pp. 112-124.
10. Robert J. Walls Erik Learned-Miller Brian Neil Levine. "Forensic Triage for Mobile Phones with DEC0DE".
11. "The American Heritage Dictionary of the English Language" - 4th Edition. (2000). Triage. Boston: Houghton Mifflin.
12. Cios, K.J., Pedrycz, W., Swiniarski, R.W., Kurgan, L.A. "Data Mining. A Knowledge Discovery Approach". Springer, 2007, XV, 606 p.
13. Ian H. Witten, Eibe Frank, Mark A. Hall. "Data Mining Practical Machine Learning Tools and Techniques" 3rd Edition- Elsevier.
14. Remco R. Bouckaert. "Bayesian Network Classifiers in Weka for Version 3-5-7". May 12, 2008.
15. Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003.
16. Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.