Personal profile
Research interests
Security & Privacy Engineering
Motivation: The digitalization of society and industry is largely software-defined, which shows the pivotal role of algorithms in order to guarantee security & privacy.
Research focus (technical): The design and analysis of
- Secure & Private Algorithms: Algorithms that, next to their functional requirements, additionally fulfill specific security and/or privacy requirements. This involves security & privacy attacker modelling and proving that algorithms satisfy these models.
- Algorithms for Security & Privacy: Algorithms that are used to increase the security and/or privacy levels in application-specific contexts. This involves research on scalability and efficiency of algorithms as well as experimentation-based evaluation.
Approach: Scientific Engineering (from real-world problem -> fundamental research challence -> scientific solution -> real-world deployment)
Application domain: Current and Future Critical Infrastructures; mostly: financial, health, cyber/internet, smart cities, and Blockchain
Projects
Projects regarding my research focus "Secure & Private Algorithms":
- OBRE: Optimal Biometric Recognition under Encryption; joint project with Raymond Veldhuis (UT)
- PensionChain: Blockchain Applications for Pensions; joint project with Marc Francke (UvA)
- SPA: Seamless Personal Authentication; joint project with Jaco van de Pol (UT)
- PriFi: Privacy-Preserving WiFi Tracking for Crowd Management; joint project with Maarten van Steen (UT)
- CRIPTIM: CRitical Infrastructure Protection Through cryptographic Incident Management
- (finished) THeCS: Trusted Healthcare Services
Projects regarding my research focus "Algorithms for Security & Privacy":
- BASS: Building Automation Systems Security and Privacy
- EVIDENCE: EVolutionary Intrusion DEtectioN for dynamiC Environments; joint project with Maarten van Steen (UT)
- (finished) #BREACHED: Determining and Reducing the Impact of Data Breaches
Education/Academic qualification
PhD, Ph.D. in Computer Science (Specialization: Applied Cryptography), Technische Universitat Darmstadt
Award Date: 22 Feb 2013
Master, German Diploma in Mathematics (Minor in Computer Science), University of Oldenburg
Award Date: 24 Mar 2009
Master, Master of Advanced Study in Mathematics, University of Cambridge
Award Date: 19 Jun 2008
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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DDH-based schemes for multi-party Function Secret Sharing
Damie, M., Hahn, F., Peter, A. & Ramon, J., 18 Mar 2026, ArXiv.org, 20 p.Research output: Working paper › Preprint › Academic
Open AccessFile4 Downloads (Pure) -
R+R: IoT Device Identification Under Realistic Conditions
Gupta, C., Peter, A. & Continella, A., 24 Feb 2026, p. 828-844. 17 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile16 Downloads (Pure) -
Behavior Nets: Context-Aware Behavior Modeling for Code Injection-Based Windows Malware
Starink, J., Huisman, M., Peter, A. & Continella, A., 31 Aug 2025, In: ACM Transactions on Privacy and Security. 28, 3, p. 1-29 33.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile130 Downloads (Pure) -
ConLock: Reducing Runtime Attack Surface in Containerized Microservices
El Khairi, A., Peter, A. & Continella, A., 1 Sept 2025, Proceedings of the International Workshop on System Security Assurance (SecAssure).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Efficient Ranking, Order Statistics, and Sorting under CKKS
Mazzone, F., Everts, M. H., Hahn, F. & Peter, A., 13 Aug 2025, SEC '25: Proceedings of the 34th USENIX Conference on Security Symposium. Bauer, L. & Pellegrino, G. (eds.). Berkeley: USENIX Association, p. 8541-8558 18 p. 438Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)14 Downloads (Pure)
Datasets
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Evaluation data for "R+R: IoT Device Identification under Realistic Conditions"
Gupta, C. (Creator), Peter, A. (Supervisor) & Continella, A. (Supervisor), Zenodo, 29 Oct 2025
DOI: 10.5281/zenodo.17078896, https://zenodo.org/records/17078896 and 3 more links, https://doi.org/10.5281/zenodo.17078897, https://zenodo.org/records/17078897, https://github.com/utwente-scs/evaliot (show fewer)
Dataset
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Code for Threat Intelligence Processing - Unleashing the Real Power of Natural Language Processing for Cyber Threat Intelligence
van Ede, T. (Creator), Binyamini, H. (Creator), Engelberg, G. (Creator), Klein, D. (Creator), Guizzardi, G. (Creator), Caselli, M. (Creator), Continella, A. (Creator), van Steen, M. (Creator) & Peter, A. (Creator), 4TU.Centre for Research Data, 26 Oct 2023
DOI: 10.4121/f28346c4-09eb-49e2-bcbc-6bb07bde1970, https://data.4tu.nl/datasets/f28346c4-09eb-49e2-bcbc-6bb07bde1970 and one more link, https://data.4tu.nl/datasets/f28346c4-09eb-49e2-bcbc-6bb07bde1970/1 (show fewer)
Dataset
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Code for FlowPrint: Semi-Supervised Mobile-App Fingerprinting on Encrypted Network Traffic
van Ede, T. (Creator), Bortolameotti, R. (Creator), Continella, A. (Creator), Ren, J. (Creator), Dubois, D. J. (Creator), Lindorfer, M. (Creator), Choffnes, D. (Creator), van Steen, M. (Creator) & Peter, A. (Creator), 4TU.Centre for Research Data, 26 Oct 2023
DOI: 10.4121/e08823b5-ceff-4ebc-a967-290ef9cacc7e, https://data.4tu.nl/datasets/e08823b5-ceff-4ebc-a967-290ef9cacc7e
Dataset
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Code for DeepCASE: Semi-Supervised Contextual Analysis of Security Events
van Ede, T. (Creator), Aghakhani, H. (Creator), Spahn, N. (Creator), Bortolameotti, R. (Creator), Cova, M. (Creator), Continella, A. (Creator), van Steen, M. (Creator), Peter, A. (Creator), Kruegel, C. (Creator) & Vigna, G. (Creator), 4TU.Centre for Research Data, 26 Oct 2023
DOI: 10.4121/86c12ba1-7709-45c3-ade3-897552f98ca3, https://data.4tu.nl/datasets/86c12ba1-7709-45c3-ade3-897552f98ca3
Dataset
Prizes
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Dutch Cyber Security best Research Paper award 2024 Runner-up
van Ede, T. S. (Recipient), Aghakhani, H. (Recipient), Spahn, N. (Recipient), Bortolameotti, R. (Recipient), Cova, M. (Recipient), Continella, A. (Recipient), van Steen, M. (Recipient), Peter, A. (Recipient) & Kruegel, C. (Recipient), 1 Oct 2024
Prize