Cybersecurity knowledge graphs

LF Sikos - Knowledge and Information Systems, 2023 - Springer
Cybersecurity knowledge graphs, which represent cyber-knowledge with a graph-based
data model, provide holistic approaches for processing massive volumes of complex …

SoK: Exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation

X Du, C Hargreaves, J Sheppard, F Anda… - Proceedings of the 15th …, 2020 - dl.acm.org
Multi-year digital forensic backlogs have become commonplace in law enforcement
agencies throughout the globe. Digital forensic investigators are overloaded with the volume …

Provenance-aware knowledge representation: A survey of data models and contextualized knowledge graphs

LF Sikos, D Philp - Data Science and Engineering, 2020 - Springer
Expressing machine-interpretable statements in the form of subject-predicate-object triples
is a well-established practice for capturing semantics of structured data. However, the …

Data-driven decision support for optimizing cyber forensic investigations

A Nisioti, G Loukas, A Laszka… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cyber attacks consisting of several attack actions can present considerable challenge to
forensic investigations. Consider the case where a cybersecurity breach is suspected …

Evidence collection and forensics on social networks: Research challenges and directions

H Arshad, A Jantan, E Omolara - Digital Investigation, 2019 - Elsevier
Social Media (SM) evidence is a new and rapidly emerging frontier in digital forensics. The
trail of digital information on social media, if explored correctly, can offer remarkable support …

AI in digital forensics: Ontology engineering for cybercrime investigations

LF Sikos - Wiley Interdisciplinary Reviews: Forensic Science, 2021 - Wiley Online Library
In parallel with the exponentially growing number of computing devices and IoT networks,
the data storage and processing requirements of digital forensics are also increasing …

Advancing coordinated cyber-investigations and tool interoperability using a community developed specification language

E Casey, S Barnum, R Griffith, J Snyder, H van Beek… - Digital …, 2017 - Elsevier
Any investigation can have a digital dimension, often involving information from multiple
data sources, organizations and jurisdictions. Existing approaches to representing and …

An ontology-based approach for the reconstruction and analysis of digital incidents timelines

Y Chabot, A Bertaux, C Nicolle, T Kechadi - Digital Investigation, 2015 - Elsevier
Due to the democratisation of new technologies, computer forensics investigators have to
deal with volumes of data which are becoming increasingly large and heterogeneous …

A survey on digital evidence collection and analysis

S Soltani, SAH Seno - 2017 7th International Conference on …, 2017 - ieeexplore.ieee.org
The growth of digital technologies results in the growth of digital crimes. Digital forensics
aims to collect crime-related evidence from various digital media and analyze it. This survey …

Advancing automation in digital forensic investigations using machine learning forensics

S Iqbal, SA Alharbi - Digital Forensic Science, 2020 - books.google.com
In the last few years, most of the data such as books, videos, pictures, medical and even the
genetic information of humans are moving toward digital formats. Laptops, tablets …