UCD ASEADOS Lab – Page 6 – AI Solution for Cyber Security, Digital Forensics and Smart Systems

Aditya has a paper about an “Adversarial XAI Methods in Cybersecurity”, published in IEEE Transactions on Information Forensics and Security, Vol. 16, 2021

Posted on March 21, 2022 by

The research in this paper is one of the first works on the Adversarial Explainable Artificial Intelligence (XAI) in Cybersecurity

Jack has a paper entitled “Financial Cybercrime: A Comprehensive Survey of Deep Learning Approaches to Tackle the Evolving Financial Crime Landscape” published in IEEE Access, vol. 9

Posted on March 21, 2022 by

Asanka has a paper about “Electromagnetic Side-Channel Analysis for IoT Forensics: Challenges, Framework, and Datasets” published in IEEE Access Vol.9 2021, a EM-SCA dataset is also available for downloading

Posted on March 21, 2022 by

Aditya and Mahmoud got papers accepted in ARES 2021: The 16th International Conference on Availability, Reliability and Security

Posted on March 21, 2022 by

Aditya got a paper accepted in the Annual Privacy Forum (APF) 2021 and publication with Springer LNCS.

Posted on March 18, 2021 by

The paper proposes a new metric, named the privacy score, to assess the privacy level of synthetic data.

Anca and Mahmoud published a paper in IEEE Security & Privacy Vol.19(1) 2021

Posted on February 19, 2021 by

In this work, they are studying the effect of Covid-19 pandemic on the cyber-attacks.

Asanka has a paper published in IEEE Access Vol.9 2021

Posted on February 19, 2021 by

In this work, he shows the potential of extracting information of forensic value from smartphones through their EM radiation. This work is supported by EU CERBERUS project

Vacancies

Posted on June 27, 2025 by

Our lab is looking for motivated candidates for PhD scholarships in Cyber security, Postdoctoral Fellows, Software Architectures and Software Developers. Call for Postdoctoral Research Fellow positions: Applications are invited for a Postdoc Research Fellowship in Cybersecurity and AI Security, AI Investigation in the ASEADOS Lab, School of Computer Sciences, University College Dublin (UCD),...

Aditya published a paper about the Casual Inference for Cyber Security in ACSAC conference

Posted on November 23, 2020 by

In this work, he proposes a causal inference based approach to understand the influence of security control on patching behaviour in the organisations. https://www.acsac.org/2020/program/papers/

Hung Ngo published the OAK model

Posted on November 23, 2020 by

This model is published in Springer LNCS Vol. 12466. It's a knowledge representation model, called an ontology-based knowledge map, which can collect knowledge from different sources, store it, and exploit either directly by stakeholders or as an input to the knowledge discovery process (Data Mining). https://doi.org/10.1007/978-3-030-63924-2_14