Research output per year
Research output per year
Personal profile
Research Interests
Keen on cyber security, machine learning, biometrics and IoT. My PhD project is based on the application of graph-based neural networks in cyber security. Happy to hear from those in similar or related areas, please email me anytime on smillar09@qub.ac.uk
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Research output
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Multi-view Deep Learning for Zero-day Android Malware Detection
Millar, S., McLaughlin, N., Martinez-del-Rincon, J. & Miller, P., 13 Jan 2021, (Early online date) In: Journal of Information Security and Applications. 58Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection
Millar, S., McLaughlin, N., Martinez del Rincon, J., Miller, P. & Zhao, Z., 01 Mar 2020, Proceeding of the 10th ACM Conference on Data and Application Security and Privacy.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile10 Citations (Scopus)206 Downloads (Pure) -
LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection
Doriguzzi-Corin, R., Millar, S., Scott-Hayward, S., Martinez-del-Rincon, J. & Siracusa, D., 07 Feb 2020, (Early online date) In: IEEE Transactions on Network and Service Management. 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)504 Downloads (Pure) -
Vulnerability Detection in Open Source Software: The Cure and the Cause
Millar, S., 2017, (Unpublished) Queen's University Belfast. 5 p.Research output: Book/Report › Other report
File833 Downloads (Pure) -
A Cyber Security Risk Assessment of Hospital Infrastructure including TLS/SSL and other Threats
Millar, S., 2016, (Unpublished) Queen's University Belfast. 16 p.Research output: Book/Report › Other report
File2548 Downloads (Pure)
Prizes
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Mobile World Scholar Challenge - Finalist
McLaughlin, Niall (Recipient), Millar, Stuart (Recipient), Martinez-del-Rincon, Jesus (Recipient) & Miller, Paul (Recipient), 25 Feb 2019
Prize: Prize (including medals and awards)
Activities
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IEEE Computer Society (External organisation)
Stuart Millar (Advisor)
01 Jun 2020 → …Activity: Membership types › Membership of peer review panel or committee
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IEEE Transactions on Network and Service Management (Journal)
Stuart Millar (Peer reviewer)
01 Jun 2020 → …Activity: Publication peer-review and editorial work types › Publication peer-review