Current advances, trends and challenges of machine learning and knowledge extraction: from machine learning to explainable AI

A Holzinger, P Kieseberg, E Weippl… - International cross-domain …, 2018 - Springer
In this short editorial we present some thoughts on present and future trends in Artificial
Intelligence (AI) generally, and Machine Learning (ML) specifically. Due to the huge ongoing …

Digital forensics subdomains: the state of the art and future directions

A Al-Dhaqm, RA Ikuesan, VR Kebande… - IEEE …, 2021 - ieeexplore.ieee.org
For reliable digital evidence to be admitted in a court of law, it is important to apply
scientifically proven digital forensic investigation techniques to corroborate a suspected …

Why your encrypted database is not secure

P Grubbs, T Ristenpart, V Shmatikov - … of the 16th workshop on hot …, 2017 - dl.acm.org
Encrypted databases, a popular approach to protecting data from compromised database
management systems (DBMS's), use abstract threat models that capture neither realistic …

Security and privacy implications on database systems in big data era: A survey

GD Samaraweera, JM Chang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
For over many decades, relational database model has been considered as the leading
model for data storage and management. However, as the Big Data explosion has …

Database forensic investigation process models: A review

A Al-Dhaqm, S Abd Razak, SH Othman, A Ali… - IEEE …, 2020 - ieeexplore.ieee.org
Database Forensic Investigation (DBFI) involves the identification, collection, preservation,
reconstruction, analysis, and reporting of database incidents. However, it is a …

CDBFIP: Common database forensic investigation processes for Internet of Things

A Al-Dhaqm, S Razak, SH Othman, KKR Choo… - IEEE …, 2017 - ieeexplore.ieee.org
Database forensics is a domain that uses database content and metadata to reveal
malicious activities on database systems in an Internet of Things environment. Although the …

Development and validation of a database forensic metamodel (DBFM)

A Al-Dhaqm, S Razak, SH Othman, A Ngadi… - PloS one, 2017 - journals.plos.org
Database Forensics (DBF) is a widespread area of knowledge. It has many complex
features and is well known amongst database investigators and practitioners. Several …

[HTML][HTML] A unified forensic model applicable to the database forensics field

AA Alhussan, A Al-Dhaqm, WMS Yafooz, AHM Emara… - Electronics, 2022 - mdpi.com
The Database Forensics Investigation (DBFI) field is focused on capturing and investigating
database incidents. DBFI is a subdomain of the digital forensics domain, which deals with …

Exploring change: A new dimension of data analytics

T Bleifuß, L Bornemann, T Johnson… - Proceedings of the …, 2018 - dl.acm.org
Data and metadata in datasets experience many different kinds of change. Values are
inserted, deleted or updated; rows appear and disappear; columns are added or …

Behavior-based anomaly detection in log data of physical access control systems

F Skopik, M Wurzenberger, G Höld… - … on Dependable and …, 2022 - ieeexplore.ieee.org
Behavior-based anomaly detection (AD) approaches for enterprise-IT security are not easily
applicable to other domains, such as embedded devices and IoT nodes in cyber-physical …