Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek (2024), Ablation Analysis for Multi-device Deep Learning-based Physical Side-channel Analysis, In IEEE Transactions on Dependable and Secure Computing Volume 21 p.1331-1341.

Lichao Wu, Guilherme Perin, Stjepan Picek (2024), I Choose You: Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis, In IEEE Transactions on Emerging Topics in Computing Volume 12 p.546-557.

Daniël Vos, Sicco Verwer (2023), Adversarially Robust Decision Tree Relabeling, Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas (Eds.), In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings p.203-218, Springer.

Arthur Mercier, Nikita Smolin, Oliver Sihlovec, Stefanos Koffas, Stjepan Picek (2023), Backdoor Pony: Evaluating backdoor attacks and defenses in different domains, In SoftwareX Volume 22.

Laurens Bliek, Arthur Guijt, Rickard Karlsson, Sicco Verwer, Mathijs de Weerdt (2023), Benchmarking surrogate-based optimisation algorithms on expensive black-box functions, In Applied Soft Computing Volume 147.

Patrick Altmeyer, Angela Giovan, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem (2023), Endogenous Macrodynamics in Algorithmic Recourse, Cristina Ceballos (Eds.), In Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) p.418-431, IEEE.

Tim van Dam, Maliheh Izadi, Arie van Deursen (2023), Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study, L. O'Conner (Eds.), In Proceedings of the 2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR) p.170-182, IEEE.

Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar Devanbu, Arie van Deursen (2023), Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries, Cristina Ceballos (Eds.), In Proceedings of the 30th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) p.260-271, IEEE.

Huimin Li, Phillip Rieger, Shaza Zeitouni, Stjepan Picek, Ahmad Reza Sadeghi (2023), FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning, L. O’Conner (Eds.), In Proceedings of the 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL) p.271-276, IEEE.

Pouria Derakhshanfar, Xavier Devroey, Annibale Panichella, Andy Zaidman, Arie van Deursen (2023), Generating Class-Level Integration Tests Using Call Site Information, In IEEE Transactions on Software Engineering Volume 49 p.2069-2087.