| 2026 | DBSEC | Blurred Points, Clear Clusters: A Non-interactive Framework for Locally Private Clustering. | Tjibbe van der Ende, Mina Alishahi, Clara Maathuis |
| 2026 | SECRYPT | Are Explanations Robust to Federated Poisoning? An Empirical Study in Cyber Threat Detection. | Daniel Bakhtiari, Mina Alishahi, Gaurav Choudhary |
| 2025 | ECAI | Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML Fairness. | Hber Hwang Arcolezi, Mina Alishahi, Adda-Akram Bendoukha, Nesrine Kaaniche |
| 2025 | SECRYPT | Learning Without Sharing: A Comparative Study of Federated Learning Models for Healthcare. | Anja Campmans, Mina Alishahi, Vahideh Moghtadaiee |
| 2025 | SECRYPT | From Real to Synthetic: GAN and DPGAN for Privacy Preserving Classifications. | Mohammad Emadi, Vahideh Moghtadaiee, Mina Alishahi |
| 2024 | SECRYPT | Autoencoder for Detecting Malicious Updates in Differentially Private Federated Learning. | Luca Alonso, Mina Alishahi |
| 2024 | SECRYPT | Local Differential Privacy for Data Clustering. | Lisa Bruder, Mina Alishahi |
| 2024 | SECRYPT | Membership Inference Attacks Against Indoor Location Models. | Vahideh Moghtadaiee, Amir Fathalizadeh, Mina Alishahi |
| 2023 | DASC | Feature Selection on Anonymized Datasets. | Mina Alishahi, Vahideh Moghtadaiee |
| 2023 | ESORICS | Pixels Who Violate Our Privacy! Deep Learning for Identifying Images' Key Pixels. | Carmen Veenker, Danny Opdam, Mina Alishahi |
| 2023 | TrustCom | BC-FL k-means: A Blockchain-based Framework for Federated Clustering. | Mina Alishahi, Wouter Leeuw, Nicola Zannone |
| 2021 | DBSEC | Not a Free Lunch, But a Cheap One: On Classifiers Performance on Anonymized Datasets. | Mina Alishahi, Nicola Zannone |
| 2021 | SECRYPT | Multi-Party Private Set Intersection Protocols for Practical Applications. | Asl Bay, Zeki Erkin, Mina Alishahi, Jelle Vos |
| 2021 | SECRYPT | Comparing Classifiers' Performance under Differential Privacy. | Milan Lopuha-Zwakenberg, Mina Alishahi, Jeroen Kivits, Jordi Klarenbeek, Gert-Jan van der Velde, Nicola Zannone |