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A Hybrid Approach for Document Analysis in Digital Forensic Domain

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Advances in Internet, Data and Web Technologies (EIDWT 2019)

Abstract

Our daily life is characterized by the continuous interaction with many devices and technologies, which build a digital ecosystem around each person. In this context, if, for example, it is necessary to investigate the commission of a crime, the adoption of digital forensic sciences is of fundamental importance. These disciplines are in fact concerned with gathering any information that may be of some interest to the legal system, in full respect of its nature and without its characteristics being altered in any way; in this way the probative value of the information collected and its admissibility in the trial are guaranteed. The complexity of the scenario in which the forensic operators are to operate derives from the widespread diffusion of devices with a large variety of characteristics and, mostly, from the heterogeneous and unstructured representation of relevant information. In this work we present a semantic approach for textual document analysis to enrich the correlation process of a forensics investigation.

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Notes

  1. 1.

    Inflection is the modification of a word to express different grammatical categories such as tense, case, voice, aspect, person, number, gender, and mood.

References

  1. Amato, F., Cozzolino, G., Mazzeo, A., Mazzocca, N.: Correlation of digital evidences in forensic investigation through semantic technologies. In: 2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 668–673. IEEE (2017)

    Google Scholar 

  2. Amato, F., Cozzolino, G., Mazzeo, A., Romano, S.: Detecting anomalies in Twitter stream for public security issues. In: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a Better Tomorrow (RTSI), pp. 1–4. IEEE (2016)

    Google Scholar 

  3. Amato, F., Moscato, F.: A model driven approach to data privacy verification in e-health systems. Trans. Data Priv. 8(3), 273–296 (2015)

    Google Scholar 

  4. Balzano, W., Murano, A., Vitale, F.: V2V-EN - Vehicle-2-Vehicle elastic network. Procedia Comput. Sci. 98, 497–502 (2016)

    Article  Google Scholar 

  5. Balzano, W., Murano, A., Vitale, F.: Wifact–wireless fingerprinting automated continuous training. In: 2016 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 75–80. IEEE (2016)

    Google Scholar 

  6. Balzano, W., Vitale, F.: DiG-Park: a smart parking availability searching method using V2V/V2I and DGP-class problem. In: 2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 698–703. IEEE (2017)

    Google Scholar 

  7. Caballé, S., Xhafa, F., Barolli, L.: Using mobile devices to support online collaborative learning. Mob. Inf. Syst. 6(1), 27–47 (2010)

    Google Scholar 

  8. Cilardo, A.: Exploring the potential of threshold logic for cryptography-related operations. IEEE Trans. Comput. 60(4), 452–462 (2011)

    Article  MathSciNet  Google Scholar 

  9. Cilardo, A., Durante, P., Lofiego, C., Mazzeo, A.: Early prediction of hardware complexity in HLL-to-HDL translation. In: 2010 International Conference on Field Programmable Logic and Applications (FPL), pp. 483–488. IEEE (2010)

    Google Scholar 

  10. Cozzolino, G.: Using semantic tools to represent data extracted from mobile devices. In: 2018 IEEE International Conference on Information Reuse and Integration (IRI), pp. 530–536. IEEE (2018)

    Google Scholar 

  11. Di Lorenzo, G., Mazzocca, N., Moscato, F., Vittorini, V.: Towards semantics driven generation of executable web services compositions. J. Softw. 2(5), 1–15 (2007)

    Article  Google Scholar 

  12. Di Martino, B., Moscato, F.: An ontology based methodology for automated algorithms recognition in source code, pp. 1111–1116 (2010)

    Google Scholar 

  13. Fusella, E., Cilardo, A.: Minimizing power loss in optical networks-on-chip through application-specific mapping. Microprocess. Microsyst. 43, 4–13 (2016)

    Article  Google Scholar 

  14. Garfinkel, S.L.: Automating disk forensic processing with SleuthKit, XML and Python. In: Fourth International IEEE Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2009, pp. 73–84. IEEE (2009)

    Google Scholar 

  15. Horng, S.-J., Rosiyadi, D., Fan, P., Wang, X., Khan, M.K.: An adaptive watermarking scheme for e-government document images. Multimed. Tools Appl. 72(3), 3085–3103 (2014)

    Article  Google Scholar 

  16. Horng, S.-J., Rosiyadi, D., Li, T., Takao, T., Guo, M., Khan, M.K.: A blind image copyright protection scheme for e-government. J. Vis. Commun. Image Represent. 24(7), 1099–1105 (2013)

    Article  Google Scholar 

  17. Levine, B.N., Liberatore, M.: DEX: digital evidence provenance supporting reproducibility and comparison. Digit. Investig. 6, S48–S56 (2009)

    Article  Google Scholar 

  18. Moscato, F.: Exploiting model profiles in requirements verification of cloud systems. Int. J. High Perform. Comput. Netw. 8(3), 259–274 (2015)

    Article  Google Scholar 

  19. Schatz, B., Mohay, G.M., Clark, A.: Generalising event forensics across multiple domains. School of Computer Networks Information and Forensics Conference, Edith Cowan University (2004)

    Google Scholar 

  20. Schatz, B.L.: Digital evidence: representation and assurance. Ph.D. thesis, Queensland University of Technology (2007)

    Google Scholar 

  21. Seo, H., Liu, Z., Choi, J., Kim, H.: Multi-precision squaring for public-key cryptography on embedded microprocessors. In: International Conference on Cryptology in India, pp. 227–243. Springer, Cham (2013)

    Google Scholar 

  22. Xhafa, F., Barolli, L.: Semantics, intelligent processing and services for big data. Future Gener. Comput. Syst. 37, 201–202 (2014)

    Article  Google Scholar 

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Correspondence to Giovanni Cozzolino .

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Amato, F., Cozzolino, G., Giacalone, M., Moscato, F., Romeo, F., Xhafa, F. (2019). A Hybrid Approach for Document Analysis in Digital Forensic Domain. In: Barolli, L., Xhafa, F., Khan, Z., Odhabi, H. (eds) Advances in Internet, Data and Web Technologies. EIDWT 2019. Lecture Notes on Data Engineering and Communications Technologies, vol 29. Springer, Cham. https://doi.org/10.1007/978-3-030-12839-5_16

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