Assuring privacy of AI-powered community driven Android code vulnerability detection
Conference paper
Senanayake, J., Kalutarage, H., Piras, L., Al-Kadri, M.O. and Petrovski, A. 2025. Assuring privacy of AI-powered community driven Android code vulnerability detection. Garcia-Alfaro, J., Kalutarage, H., Yanai, N., Kozik, R., Ksieniewicz, P., Woźniak, M., Abie, H., Ranise, S., Verderame, L., Cambiaso, E., Ugarelli,, R., Praça, I., Katt, B., Pirbhulal, S., Shukla, A., Pawlicki, M. and Choraś, M. (ed.) 3rd International Workshop on System Security Assurance. Bydgoszcz, Poland 19 - 20 Sep 2024 Springer. pp. 457-476 https://doi.org/10.1007/978-3-031-82362-6_27
Type | Conference paper |
---|---|
Title | Assuring privacy of AI-powered community driven Android code vulnerability detection |
Authors | Senanayake, J., Kalutarage, H., Piras, L., Al-Kadri, M.O. and Petrovski, A. |
Abstract | The challenge of training AI models is heightened by the limited availability of data, particularly when public datasets are insufficient. |
Keywords | Android code vulnerability; federated learning; differential privacy; data scarcity; artificial intelligence |
Sustainable Development Goals | 9 Industry, innovation and infrastructure |
Middlesex University Theme | Creativity, Culture & Enterprise |
Research Group | MDX Software Engineering, Theory & Algorithms (SETA) Reseach Group |
Conference | 3rd International Workshop on System Security Assurance |
Page range | 457-476 |
Proceedings Title | Computer Security. ESORICS 2024 International Workshops: SECAI, DisA, CPS4CIP, and SecAssure, Bydgoszcz, Poland, September 16–20, 2024, Revised Selected Papers, Part II |
Series | Lecture Notes in Computer Science |
Editors | Garcia-Alfaro, J., Kalutarage, H., Yanai, N., Kozik, R., Ksieniewicz, P., Woźniak, M., Abie, H., Ranise, S., Verderame, L., Cambiaso, E., Ugarelli,, R., Praça, I., Katt, B., Pirbhulal, S., Shukla, A., Pawlicki, M. and Choraś, M. |
ISSN | 0302-9743 |
Electronic | 1611-3349 |
ISBN | |
Paperback | 9783031823619 |
Electronic | 9783031823626 |
Publisher | Springer |
Publication dates | |
Online | 01 Apr 2025 |
01 Apr 2025 | |
Publication process dates | |
Accepted | 21 Jul 2024 |
Deposited | 09 Oct 2024 |
Output status | Published |
Accepted author manuscript | File Access Level Open |
Copyright Statement | This version of the contribution has been accepted for publication, after peer review (when applicable) but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/978-3-031-82362-6_27 . Use of this Accepted Version is subject to the publisher’s Accepted Manuscript terms of use https://www.springernature.com/gp/open-research/policies/accepted-ma... |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-031-82362-6_27 |
Web address (URL) of conference proceedings | https://link.springer.com/book/9783031823619 |
https://doi.org/10.1007/978-3-031-82362-6 | |
Language | English |
https://repository.mdx.ac.uk/item/1qz83x
Restricted files
Accepted author manuscript
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