Articles
- Fischer, Mathias, Garcia-Alfaro, Joaquin, Kesdogan, Dogan, and Mann, Zoltán Ádám. . “Secure Communication Networks and Distributed Systems for a Resilient Society.” Computers and Security 162 104791. doi: 10.1016/j.cose.2025.104791.
- Al-Momani, Ala'a, Balenson, David, Bösch, Christoph, Mann, Zoltán Ádám, Pape, Sebastian, and Jonathan, Petit. . “Lessons from a robotaxi: Challenges in selecting privacy-enhancing technologies.” in Computer Security: ESORICS 2025 International Workshops, edited by Romain Laborde, Joaquin Garcia-Alfaro, Guillermo Navarro, Jordi Herrera-Joancomartí, Hannes Hartenstein, Sokratis Katsikas and Frédéric Cuppens. Cham: Springer Publishing. doi: 10.1007/978-3-032-16089-8_11.
- Chabal, Daphnee, Sapra, Dolly, de Laat, Cees, and Mann, Zoltán Ádám. . “QUOKKA: Faster Secure Neural Network Inference with Early-Exit Technology.” in Foundations and Practice of Security, edited by Ranwa Al-Mallah, Samiha Ayed, Frédéric Cuppens, Françoise Sailhan and Joaquin Garcia-Alfaro. Cham: Springer Publishing. doi: 10.1007/978-3-032-20026-6_14.
- Batool, Kanwal, Anwar, Saleem, Regazzoni, Francesco, Pimentel, Andy, and Mann, Zoltán Ádám. . “SwiftSNNI: Optimized Scheduling for Secure Neural Network Inference (SNNI) on Multi-Core Systems.” in ICPE '26: Proceedings of the 17th ACM/SPEC International Conference on Performance Engineering, edited by Roberto Verdecchia, Catia Trubiani, Radu Calinescu and Ana Lucia Verbanescu. New York: ACM Press. doi: 10.1145/3777884.3797005.
- Peltonen, E., Bayhan, S., Bermbach, D., Buschjäger, S., Degeler, V., Ding, A., Incel, O., Katare, D., Kjaergaard, M., Leroux, S., Mahmoodi, T., and Mann, Z.Á. et al. . “Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum.” IEEE Internet Computing 29 (2): 8–18. doi: 10.1109/MIC.2025.3566642.
- van Dijk, Romke, van de Wetering, Judith, Argentini, Ranieri, Gorka, Leonie, van Luenen, Anne Fleur, Minnema, Sieds, Rijgersberg, Edwin, Ugen, Mattijs, Mann, Zoltán Ádám, and Geradts, Zeno. . “PaSSw0rdVib3s!: AI-assisted Password Recognition for Digital Forensic Investigations.” Forensic Science International: Digital Investigation 52 301870. doi: 10.1016/j.fsidi.2025.301870.
- Chabal, Daphnee, Muller, Tim, Zhang, Eloise, Sapra, Dolly, de Laat, Cees, and Mann, Zoltán Ádám. . “COLIBRI: Optimizing Multi-Party Secure Neural Network Inference Time for Transformers.” in ICT Systems Security and Privacy Protection, edited by Lili Nemec Zlatolas, Kai Rannenberg, Tatjana Welzer and Joaquin Garcia-Alfaro. Cham: Springer. doi: 10.1007/978-3-031-92882-6_2.
- Mann, Zoltán Ádám. . “Time is money: A temporal model of cybersecurity.” in ICT Systems Security and Privacy Protection, edited by Lili Nemec Zlatolas, Kai Rannenberg, Tatjana Welzer and Joaquin Garcia-Alfaro. Cham: Springer.
- Zhang, E., and Mann, Z.Á. . “Predicting the Execution Time of Secure Neural Network Inference.” in ICT Systems Security and Privacy Protection, edited by N. Pitropakis, S. Katsikas, S. Furnell and K. Markantonakis. Cham: Springer Publishing. doi: 10.1007/978-3-031-65175-5_34.
- Mann, Z.Á. . “Urgency in Cybersecurity Risk Management: Toward a Solid Theory.” in 2024 IEEE 37th Computer Security Foundations Symposium (CSF), edited by IEEE. Enschede: Wiley-IEEE Computer Society Press. doi: 10.1109/CSF61375.2024.00051.
- Mann, Z.Á., Petit, J., Thornton, S.M., Buchholz, M., and Millar, J. . “SPIDER: Interplay Assessment Method for Privacy and Other Values.” in IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), edited by IEEE. Wien: Wiley-IEEE Computer Society Press. doi: 10.1109/EuroSPW61312.2024.00007.
- Batool, Kanwal, Anwar, Saleem, and Mann, Zoltán Ádám. . “SecFePAS: Secure Facial-expression-based Pain Assessment with Deep Learning at the Edge.” in 2024 IEEE/ACM Symposium on Edge Computing (SEC 2024), edited by N/A. N/A: Wiley-IEEE Press.
- Islam, Tanjina, Oprescu, Ana, Mann, Zoltán Ádám, and Klous, Sander. . “A Framework to Optimize the Energy Cost of Securing Neural Network Inference.” in 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics, edited by N/A. N/A: Wiley-IEEE Computer Society Press.
- Al-Momani, A., Balenson, D., Mann, Z.Á., Pape, S., J., Petit, and Bösch, C. . “Navigating Privacy Patterns in the Era of Robotaxis.” in 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), edited by IEEE. Wien: Wiley-IEEE Computer Society Press. doi: 10.1109/EuroSPW61312.2024.00011.
- Mann, Z.Á.., Weinert, C, Chabal, D., and Bos, J.W. . “Towards Practical Secure Neural Network Inference: The Journey So Far and the Road Ahead.” ACM Computing Surveys 56 (5): 1–37. doi: 10.1145/3628446.
- de Vries, Rik, and Mann, Zoltán Ádám. . “Secure Neural Network Inference as a Service with Resource-Constrained Clients.” in Proceedings of the 16th IEEE/ACM International Conference on Utility and Cloud Computing, edited by N/A. N/A: ACM Press.
- Smolka, Sven, Wissenberg, Leon, and Mann, Zoltán Ádám. . “EdgeDecAp: An auction-based decentralized algorithm for optimizing application placement in edge computing.” Journal of Parallel and Distributed Computing 175: 22–36.
- Zmiewski, S.S., Laufer, J., and Mann, Z.Á. . “Automatic online quantification and prioritization of data protection risks.” in Proceedings of the 17th International Conference on Availability, Reliability and Security, edited by Association for Computing Machinery. Wien: Association for Computing Machinery. doi: 10.1145/3538969.3539005.
- Ayed, D., Dragan, P.-A., Félix, E., Mann, Z.Á., Salant, E., Seidl, R., Sidiropoulos, A., Taylor, S., and Vitorino, R. . “Protecting sensitive data in the cloud-to-edge continuum: The FogProtect approach.” in 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), edited by IEEE. Taormina: Wiley-IEEE Computer Society Press. doi: 10.1109/CCGrid54584.2022.00037.
- Smolka, Sven, Laufer, Jan, Mann, Zoltán Ádám, and Pohl, Klaus. . “UMLsec4Edge: Extending UMLsec to model data-protection-compliant edge computing systems.” in Proceedings - 48th Euromicro Conference on Software Engineering and Advanced Applications, edited by Gustavo M. Callico, Regina Hebig and Andreas Wortmann. Piscataway: Wiley-IEEE Computer Society Press. doi: 10.1109/SEAA56994.2022.00072.