Research output per year
Research output per year
Personal profile
Research interests (short)
My primary research interest is on the applications of deep reinforcement learning to cybersecurity.
Education/Academic qualification
Computer Science (Artificial Intelligence), Bachelor of Science, King's College London (KCL)
2020 → 2023
Award Date: 27 Jul 2023
External positions
Visiting Researcher, University College London (UCL)
Jan 2024 → …
Visiting Collaborator, Alan Turing Institute
1 Apr 2023 → …
Fingerprint
Dive into the research topics where Shae McFadden is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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The Impact of Active Learning on Availability Data Poisoning for Android Malware Classifiers
McFadden, S., Kan, M., Cavallaro, L. & Pierazzi, F., 20 Oct 2024, (Accepted/In press) Proceedings of the Annual Computer Security Applications Conference Workshops (ACSAC Workshops). 2024 ed. Honolulu, Hawaii, USA: IEEE, 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile58 Downloads (Pure) -
Wendigo: Deep Reinforcement Learning for Denial-of-Service Query Discovery in GraphQL
McFadden, S., Maugeri, M., Hicks, C., Mavroudis, V. & Pierazzi, F., 23 May 2024, Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024. 2024 ed. San Francisco, CA, USA: IEEE, p. 68-75 8 p. (Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile465 Downloads (Pure) -
Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning
McFadden, S., Kan, M., Cavallaro, L. & Pierazzi, F., 15 Nov 2023, ACM SIGSAC Conference on Computer and Communications Security (CCS). 2023 ed. ACM, p. 3561 3563 p.Research output: Chapter in Book/Report/Conference proceeding › Poster abstract › peer-review
Open AccessFile25 Downloads (Pure)
Prizes
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Alan Fairbourn Memorial Prize
McFadden, S. (Recipient), 2023
Prize: Prize (including medals and awards)
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Layton Science Research Award
McFadden, S. (Recipient), 2023
Prize: Prize (including medals and awards)