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Digital Forensics to Intelligent Forensics

Alastair Irons, Harjinder Lallie
2014 Future Internet  
forensics intelligence and to intelligent forensics and suggests that by applying new techniques to digital investigations there is the opportunity to address the challenges of the larger and more complex  ...  investigators to apply the processes of digital forensics and digital investigations to obtain timely results.  ...  We explore the concepts of intelligence and propose that digital forensic intelligence and intelligent forensics can add significant value to investigations.  ... 
doi:10.3390/fi6030584 fatcat:3l2ykao3snburlfm5kowilcyra

Intelligent Software Agent Applied To Digital Forensic and Its Usefulness

Inikpi O. Ademu, Chris O. Imafidon, David S. Preston
2013 International Journal of Computer Science and Informatics  
The goal of the paper is to provide a better knowledge and understand the concepts of intelligent software agent in digital forensic.  ...  The coming out of intelligent software agents that function autonomously with little or no human intervention during crime investigation is significant to the success of digital forensic investigation.  ...  CONCLUSION/FUTURE WORK This work is used to show findings of the relevance and usefulness of intelligent software agent applied to digital forensic examination.  ... 
doi:10.47893/ijcsi.2013.1105 fatcat:gbwug5mxine4xkspj5wit73bpu

Data Mining Methods Applied to a Digital Forensics Task for Supervised Machine Learning [chapter]

Antonio J. Tallón-Ballesteros, José C. Riquelme
2014 Studies in Computational Intelligence  
Digital forensics research includes several stages. Once we have collected the data the last goal is to obtain a model in order to predict the output with unseen data.  ...  This chapter performs an experimental study on a forensics data task for multi-class classification including several types of methods such as decision trees, bayes classifiers, based on rules, artificial  ...  the digital forensics problem.  ... 
doi:10.1007/978-3-319-05885-6_17 fatcat:7ks2vueccnehvp6meow7rhebze

A Log Based Approach to Make Digital Forensics Easier on Cloud Computing

Ting Sang
2013 2013 Third International Conference on Intelligent System Design and Engineering Applications  
In this paper, I propose a approach which using logs model to building a forensic-friendly system.  ...  Using this model we can quickly gather information from cloud computing for some kinds of forensic purpose. And this will decrease the complexity of those kinds of forensics.  ...  This is not friendly to digital forensic. Because traditional digital forensic is deeply depending on the media seized from the crime scene.  ... 
doi:10.1109/isdea.2012.29 fatcat:saip7h5bqfettoeymj3w2h5pqa

Digital Forensics for Malware Classification: An Approach for Binary Code to Pixel Vector Transition

Muhammad Rehan Naeem, Rashid Amin, Sultan S. Alshamrani, Abdullah Alshehri, Konstantinos Demertzis
2022 Computational Intelligence and Neuroscience  
To categorize malware, a smart system has been suggested in this research. A novel model of deep learning is introduced to categorize malware families and multiclassification.  ...  Hackers and attackers routinely design systems that can automatically rearrange and encrypt their code to escape discovery.  ...  When dealing with enormous amounts of data, it is sometimes 6 Computational Intelligence and Neuroscience necessary to reduce the data to a more manageable number of feature representations.  ... 
doi:10.1155/2022/6294058 pmid:35498213 pmcid:PMC9050294 fatcat:ozk6lxcxuzdd5lg6c2t2c3r7uq

Digital forensic readiness intelligence crime repository

Victor R. Kebande, Nickson M. Karie, Kim‐Kwang Raymond Choo, Sadi Alawadi
2021 Security and Privacy  
This study posits the importance of digital forensic readiness, or forensic-by-design, and presents an approach that can be used to construct a Digital Forensic Readiness Intelligence Repository (DFRIR  ...  It may not always be possible to conduct a digital (forensic) investigation post-event if there is no process in place to preserve potential digital evidence.  ...  be able to adapt to digital intelligence based on problems focused on crime analysis techniques in inferences intelligence the context of forensic intelligence.  ... 
doi:10.1002/spy2.151 fatcat:tmaitr7n65fixfmve2njnrygwi

Digital Forensics in Cyber Security—Recent Trends, Threats, and Opportunities [chapter]

Mohammed I. Alghamdi
2021 Cybersecurity Threats with New Perspectives  
Nevertheless, the chapter has also observed the use of USB forensics, intrusion detection and artificial intelligence as major opportunities for digital forensics that can make the processes easier, efficient  ...  However, the research has also observed specific threats to digital forensics, which include technical, operational and personnel-related challenges.  ...  Artificial intelligence With the rapid rise in the volumes of digital data, digital forensics often struggles to analyze a complex and large amount of information that requires intelligent analysis and  ... 
doi:10.5772/intechopen.94452 fatcat:dg6xxu5tyfawhjomggmyi3znzq

The Kodak Syndrome: Risks and Opportunities Created by Decentralization of Forensic Capabilities

Eoghan Casey, Olivier Ribaux, Claude Roux
2018 Journal of Forensic Sciences  
combined forensic knowledge and intelligence for developing broader strategies to deal with crime in digitalized society.  ...  To accomplish digital transformations, laboratories require personnel with different expertise, including investigative reasoning, knowledge codification, data analytics, and forensic intelligence.  ...  Acknowledgments The authors are grateful to Steven Shirley and William Eber at the DoD Cyber Crime Center (DC3) for their vision and commitment to advancing forensic science to address the challenges of  ... 
doi:10.1111/1556-4029.13849 pmid:29975983 fatcat:eszxnhnr2zekbh3khsrlicxi6m

Digital Forensic Research: The Good, the Bad and the Unaddressed [chapter]

Nicole Beebe
2009 IFIP Advances in Information and Communication Technology  
This paper examines where the discipline of digital forensics is at this point in time and what has been accomplished in order to critically analyze what has been done well and what ought to be done better  ...  Digital forensics is a relatively new scientific discipline, but one that has matured greatly over the past decade.  ...  Acknowledgements The following individuals have contributed to this assessment of the discipline of digital forensics: Frank  ... 
doi:10.1007/978-3-642-04155-6_2 fatcat:464tvjlhtjflbfoiopcuwmenoa

Advancing Automation in Digital Forensic Investigations Using Machine Learning Forensics [chapter]

Salman Iqbal, Soltan Abed Alharbi
2019 Digital Forensic Science [Working Title]  
Digital forensic investigation provides the way to recover lost or purposefully deleted or hidden files from a suspect's device.  ...  Machine learning combined with automation in digital investigation process at different stages of investigation has significant potential to aid digital investigators.  ...  Artificial intelligence applied to computer forensics [9] Assists the computer forensic expert on its examinations Set of rules and a knowledge base MultiAgent Digital Investigation toolKit  ... 
doi:10.5772/intechopen.90233 fatcat:c2jl6pwvrndrjlqy7x6ixoe3zu

Challenges of the forensic science facing new technologies

Delia Magherescu
The most important elements of new technologies come to state the consequences that they produce in criminal cases investigated by means of forensic evidence including new digital technologies.  ...  In order to achieve the proposed goal of the current paper, certain main purposes have been highlighted, which consist particularly in the procedure of using methods of forensic science for the investigation  ...  digitales.  ... 
doi:10.12795/ietscientia.2021.i01.05 fatcat:bpm44s7majfalnbm3wvcokkljq


Parag H. Rughani
2017 International Journal of Advanced Research in Computer Science  
An Artificial Intelligence Based Digital Forensics Framework is proposed in this paper to overcome above issues.  ...  There is acute need to optimize speed and performance of Digital Forensic Tools to keep pace with the reported cyber crimes.  ...  Many authors work on adding intelligence part to existing digital forensic tools.  ... 
doi:10.26483/ijarcs.v8i8.4571 fatcat:oq6lqmdp7neupdtdknwnyjybgi

Snap forensics: a tradeoff between ephemeral intelligence and persistent evidence collection

Yijun Yu, Thein Than Tun
2017 Proceedings of the 1st ACM SIGSOFT International Workshop on Software Engineering and Digital Forensics - SERF 2017  
Digital evidence needs to be made persistent so that it can be used later. For citizen forensics, sometimes intelligence cannot or should not be made persistent forever.  ...  CCS CONCEPTS • Security and privacy → Privacy protections; KEYWORDS digital forensics, privacy requirements ACM Reference format:  ...  Acknowledgement The authors would like to thank Angus Marshall for his valuable comments as forensic science expert.  ... 
doi:10.1145/3121252.3121255 dblp:conf/sigsoft/YuT17 fatcat:7cqqzv636zdnheo5nxivdwgkle

5W1H-based Expression for the Effective Sharing of Information in Digital Forensic Investigations [article]

Jaehyeok Han, Jieon Kim, Sangjin Lee
2020 arXiv   pre-print
In this paper, a 5W1H-based expression for information sharing for effective digital forensic investigation is proposed to analyze digital forensic information using six questions--what, who, where, when  ...  Digital forensic investigation is used in various areas related to digital devices including the cyber crime. This is an investigative process using many techniques, which have implemented as tools.  ...  Section 2 reviews related work and explains a relationship of data, information, and intelligence in digital forensics.  ... 
arXiv:2010.15711v1 fatcat:xnrc7tqhzvab5fgekjfuhxiyym

Fostering incident response and digital forensics research

Bruce J. Nikkel
2014 Digital Investigation. The International Journal of Digital Forensics and Incident Response  
This article highlights different incident response topics with a focus on digital forensics.  ...  The purpose is to identify areas of recent change or areas in need of deeper understanding and exploration, and to foster further research and study in the field.  ...  In the area of multi-party outsourcing arrangements in particular, forensic readiness needs further research and study with regard to incident response and digital forensics.  ... 
doi:10.1016/j.diin.2014.09.004 fatcat:q7eknfueeza5tp4rs5bltkclme
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