[HTML][HTML] Deep learning at the shallow end: Malware classification for non-domain experts

Q Le, O Boydell, B Mac Namee, M Scanlon - Digital Investigation, 2018 - Elsevier
Current malware detection and classification approaches generally rely on time consuming
and knowledge intensive processes to extract patterns (signatures) and behaviors from …

Current challenges and future research areas for digital forensic investigation

D Lillis, B Becker, T O'Sullivan, M Scanlon - arXiv preprint arXiv …, 2016 - arxiv.org
Given the ever-increasing prevalence of technology in modern life, there is a corresponding
increase in the likelihood of digital devices being pertinent to a criminal investigation or civil …

[HTML][HTML] DFRWS EU 10-year review and future directions in Digital Forensic Research

F Breitinger, JN Hilgert, C Hargreaves… - Forensic Science …, 2024 - Elsevier
Conducting a systematic literature review and comprehensive analysis, this paper surveys
all 135 peer-reviewed articles published at the Digital Forensics Research Conference …

[HTML][HTML] Methods and tools of digital triage in forensic context: Survey and future directions

V Jusas, D Birvinskas, E Gahramanov - Symmetry, 2017 - mdpi.com
Digital triage is the first investigative step of the forensic examination. The digital triage
comes in two forms, live triage and post-mortem triage. The primary goal of the live triage is …

Evaluation of digital forensic process models with respect to digital forensics as a service

X Du, NA Le-Khac, M Scanlon - arXiv preprint arXiv:1708.01730, 2017 - arxiv.org
Digital forensic science is very much still in its infancy, but is becoming increasingly
invaluable to investigators. A popular area for research is seeking a standard methodology …

Digital forensics supported by machine learning for the detection of online sexual predatory chats

CH Ngejane, JHP Eloff, TJ Sefara… - Forensic science …, 2021 - Elsevier
Chat-logs are informative digital footprints available on Social Media Platforms (SMPs). With
the rise of cybercrimes targeting children, chat-logs can be used to discover and flag harmful …

Battling the digital forensic backlog through data deduplication

M Scanlon - 2016 sixth international conference on innovative …, 2016 - ieeexplore.ieee.org
In recent years, technology has become truly pervasive in everyday life. Technological
advancement can be found in many facets of life, including personal computers, mobile …

Framework for Reliable Experimental Design (FRED): A research framework to ensure the dependable interpretation of digital data for digital forensics

G Horsman - Computers & Security, 2018 - Elsevier
The establishment of fact forms the cornerstone of any forensic discipline, with digital
analysis being no exception. Practitioners are under an obligation as expert witnesses to …

Formalising investigative decision making in digital forensics: Proposing the Digital Evidence Reporting and Decision Support (DERDS) framework

G Horsman - Digital Investigation, 2019 - Elsevier
In the field of digital forensics it is crucial for any practitioner to possess the ability to make
reliable investigative decisions which result in the reporting of credible evidence. This …

[PDF][PDF] A survey of various frameworks and solutions in all branches of digital forensics with a focus on cloud forensics

M Khanafseh, M Qatawneh… - … Journal of Advanced …, 2019 - pdfs.semanticscholar.org
Digital forensics is a class of forensic science interested with the use of digital information
produced, stored and transmitted by various digital devices as source of evidence in …