| 2020 | TrustCom | On the Comparison of Classifiers' Construction over Private Inputs. | Mina Sheikhalishahi, Nicola Zannone |
| 2020 | WETICE | Privacy Preserving Statistical Detection of Adversarial Instances. | Mina Sheikhalishahi, Nicola Zannone |
| 2019 | IDC | Privacy-Preserving LDA Classification over Horizontally Distributed Data. | Fatemeh Khodaparast, Mina Sheikhalishahi, Hassan Haghighi, Fabio Martinelli |
| 2018 | DASC | Privacy Preserving Random Decision Tree Classification Over Horizontally and Vertically Partitioned Data. | Fatemeh Khodaparast, Mina Sheikhalishahi, Hassan Haghighi, Fabio Martinelli |
| 2018 | DCAI | Privacy Preserving Expectation Maximization (EM) Clustering Construction. | Mona Hamidi, Mina Sheikhalishahi, Fabio Martinelli |
| 2018 | ICISSP | Secure Two-party Agglomerative Hierarchical Clustering Construction. | Mona Hamidi, Mina Sheikhalishahi, Fabio Martinelli |
| 2018 | ICISSP | Privacy Preserving Collaborative Agglomerative Hierarchical Clustering Construction. | Mina Sheikhalishahi, Mona Hamidi, Fabio Martinelli |
| 2018 | PDP | A Secure Distributed Framework for Agglomerative Hierarchical Clustering Construction. | Mona Hamidi, Mina Sheikhalishahi, Fabio Martinelli |
| 2018 | SEC | Walking Through the Deep: Gait Analysis for User Authentication Through Deep Learning. | Giacomo Giorgi, Fabio Martinelli, Andrea Saracino, Mina Sheikhalishahi |
| 2017 | DCAI | Privacy-Utility Feature Selection as a tool in Private Data Classification. | Mina Sheikhalishahi, Fabio Martinelli |
| 2017 | ISCC | Privacy-preserving text mining as a service. | Gianpiero Costantino, Antonio La Marra, Fabio Martinelli, Andrea Saracino, Mina Sheikhalishahi |
| 2017 | ISCC | Privacy preserving clustering over horizontal and vertical partitioned data. | Mina Sheikhalishahi, Fabio Martinelli |
| 2017 | PDP | A Distributed Framework for Collaborative and Dynamic Analysis of Android Malware. | Mario Faiella, Antonio La Marra, Fabio Martinelli, Francesco Mercaldo, Andrea Saracino, Mina Sheikhalishahi |
| 2017 | WETICE | Privacy-Utility Feature Selection as a Privacy Mechanism in Collaborative Data Classification. | Mina Sheikhalishahi, Fabio Martinelli |
| 2017 | SAFECOMP | Try Walking in My Shoes, if You Can: Accurate Gait Recognition Through Deep Learning. | Giacomo Giorgi, Fabio Martinelli, Andrea Saracino, Mina Sheikhalishahi |
| 2016 | TrustCom | Modeling Privacy Aware Information Sharing Systems: A Formal and General Approach. | Fabio Martinelli, Andrea Saracino, Mina Sheikhalishahi |