Publications
- BC-FL k-means: A Blockchain-based Framework for Federated Clustering; Alishahi, M., Leeuw, W., Zannone, N, The 22’th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Exeter, UK, November 2023.
- Pixels Who Violate Our Privacy! Deep Learning for Identifying Images’ Key Pixels; Veenker, C., Opdam, D., Alishahi, M., International Workshop on Private, Secure, and Trustworthy AI (PriST-AI ESORICS workshop),, The Hague, The Netherlands, September 2023.
- Feature Selection on Anonymized Datasets; Alishahi, M., Moghtadaiee, V., The 21’th IEEE International Conference on Dependable, Autonomic & Secure Computing, Abu Dhabi, UAE, November 2023.
- Indoor Geo-Indistinguishability: Adopting Differential Privacy for Indoor Location Data Protection; Fathalizadeh, A., Moghtadaiee, V., Alishahi, M.IEEE Transactions on Emerging Topics in Computing, 2023.
- Book Chapter: Collaborative private classifiers construction; Alishahi, M., Moghtadaiee, V., Book title: Collaborative Approaches for Cyber Security in Cyber Physical Systems, 15-45, Springer, 2023.
- Add noise to remove noise: Local differential privacy for feature selection; Alishahi, M., Navidan, H., Moghtadaiee, V., Journal of Computers & Security, Volume 123, 2022.
- Local Differential Privacy for Private Construction of Classification Algorithms; Alishahi, M., Gast, D., Vermeiren, S., The Nordic Conference on IT Secure Systems (NordSec), Iceland, December 2022.
- On the Privacy Protection of Indoor Location Dataset using Anonymization; Fathalizadeh, A., Moghtadaiee, V., Alishahi, M. , Journal of Computers & Security, Volume 117, June 2022.
- Hide me Behind the Noise: Local Differential Privacy for Indoor Location Privacy; Navidan, H., Moghtadaiee, V., Nazaran, N., Alishahi, M., Location Privacy Workshop of International EURO S&P Conference, June 2022.
- Privacy-Preserving Policy Evaluation in Multi-Party Access Control; Alishahi, M., Stork, I., Zannone, N., International Journal of Computer Security, 2021.
- Not a Free Lunch, But a Cheap One: On Classifiers’ Performance on Anonymized Datasets; Alishahi, M., Zannone, N., The 35th Annual IFIP WG Conference on Data and Applications Security and Privacy (DBSec), 2021.
- Comparing Classifier’s Performance under Differential Privacy; Lopuha¨a – Zwakenberg, M., Alishahi, M., Kivits, J., Klarenbeek, J., van der Velde, G., Zannone, N., The 18th International Conference on Security and Cryptography (SECRYPT), July 2021.
- Practical Multi-party Private Set Intersection Protocols; Vos, J., Bay, A., Alishahi, M., Erkin, Z., The 18th International Conference on Security and Cryptography (SECRYPT), July 2021.
- Privacy Preserving Data Sharing and Analysis for Edge-based Architectures; Sheikhalishahi, M., Saracino, A., Martinelli, F., La Marre, A., International Journal of Information Security, March 2021.
- On the Comparison of Classifiers’ Construction over Private Inputs; Sheikhalishahi, M., Zannone, N., The 19th IEEE International Conference on Trust,
Security and Privacy in Computing and Communications (TrustCom), 2020. - Privacy Preserving Statistical Detection of Adversarial Instances; Sheikhalishahi, M., Zannone, N., The 29th IEEE International Conference of Enabling Technologies: Infrastructure for Collaborative Enterprices, December 2020.
- D-BRIDEMAID: A Distributed Framework for Collaborative and Dynamic Analysis of Android Malware; La Marra, A., Martinelli, F., Mercaldo, F., Saracino, A., Sheikhalishahi, M., Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), 2020.
- Digital Waste Disposal: An Automated Framework for Analysis of Spam Emails; Sheikhalishahi, M., Saracino, A., Martinelli, F., La Marra, A., Mejri, M., Tawbi, N., The International Journal of Information Security, September 2020.
- Privacy-Preserving Multi-Party Access Control; Sheikhalishahi, M., Tillem, G., Erkin, Z., Zannone, N., The 18th ACM Workshop on Privacy in the Electronic
Society, WPES@CCS, London, UK, November 11, 2019. - On the Statistical Detection of Adversarial Instances over Encrypted Data; Sheikhalishahi, M., Nateghizad, M., Erkin, Z., Martinelli, F., Loog, M., The 15th
International Workshop on Security and Trust Management, STM 2019, Luxemburg, 26-27 September, 2019. - Privacy Preserving Collaborative Agglomerative Hierarchical Clustering Construction; In: Mori P., Furnell S., Camp O. (eds) Journal of Information Systems Security and Privacy. ICISSP 2018. Communications in Computer and Information Science, vol 977. Springer, Cham, 2019.
- Distributed Data Anonymization; Sheikhalishahi, M., Martinelli, F., The 17th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC), Fukuoka, Japan, 4-8 August, 2019.
- Privacy Preserving LDA Classification over Horizontally Distributed Data; Khodaparast, F., Sheikhalishahi, M., Martinelli, F., Haghighi, H., The 13th International Symposium on Intelligent Distributed Computing (IDC), Saint-Petersburg, Russia, 7-9 October, 2019.
- Privacy Preserving Random Decision Tree Classification over Horizontally and Vertically Partitioned Data; Khodaparast, F., Sheikhalishahi, M., Haghighi, H., Martinelli, F., The 16th IEEE International Conference on Dependable, Autonomic and Secure Computing (IEEE DASC), Athens, Greece, 12-15 August, 2018.
- Walking Through the Deep: Gait Analysis for User Authentication Through Deep Learning; Giorgi, G., Martinelli, F., Saracino, A., Sheikhalishahi, M., The 33rd IFIP TC International Conference (SEC), Poznan, Poland, 18-20 September, 2018.
- A Secure Distributed Framework for Agglomerative Hierarchical Clustering Construction; Hamidi, M., Sheikhalishahi, M., Martinelli, F., The 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), Cambridge, UK, 21-23 Mar., 2018.
- Privacy Preserving Expectation Maximization (EM) Clustering Construction; Hamidi, M., Sheikhalishahi, M., Martinelli, F., The 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI), Toledo, Spain, 20-22 June, 2018.
- Secure Two-Party Agglomerative Hierarchical Clustering Construction; Hamidi, M., Sheikhalishahi, M., Martinelli, F., The 4th International Conference on Information Systems Security and Privacy (ICISSP), Funchal, Portugal, 22-24 January, 2018.
- Privacy Preserving Hierarchical Clustering over Multi-Party Data Distribution; Sheikhalishahi, M., Martinelli, F., The 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage (SPaCCS), Guangzhuo, China, 12-17 Dec., 2017.
- Privacy Preserving Clustering over Horizontal and Vertical Partitioned Data; Sheikhalishahi, M., Martinelli, F., The 22nd IEEE Symposium on Computers and Communications (ISCC), Heraklion, Crete, Greece, 3-6 July, 2017.
- Try Walking in My Shoes, if you can: Accurate GAIT Recognition through Deep Learning; Giorgi, G., Martinelli, F., Saracino, A., Sheikhalishahi, M., The 3rd International Workshop on Technical and Legal aspects of data pRIvacy and Security (TLERISE), Trento, Italy, 12-15 September, 2017.
- Privacy-Preserving Text Mining as a Service; Costantino, G., La Marra, A., Martinelli, F., Saracino, A., Sheikhalishahi, M., The 22nd IEEE Symposium on Computers and Communications (ISCC), Heraklion, Crete, Greece, 3-6 July, 2017.
- Privacy-Utility Feature Selection as a Privacy Mechanism in Collaborative Data Classification; Sheikhalishahi, M., Martinelli, F. (2017), The 26th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Poznan, Poland, 21-23 June, 2017.
- Privacy-Utility Feature Selection as a tool in Private Data Classification, Distributed Computing and Artificial Intelligence; Sheikhalishahi, M., Martinelli, F., The 14th International Conference, DCAI, Porto, Portugal, 21-23 June, 2017.
- A Distributed Framework for Collaborative and Dynamic Analysis of Android Malware; Faiella, M., La Marra, A., Martinelli, F., Mercaldo, F., Saracino, A., Sheikhalishahi, M., The 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing, PDP, St. Petersburg, Russia, 2017.
- Collaborative Attribute Retrieval in Environment with Faulty Attribute Managers; Faiella, M., Martinelli, F., Mori, P., Saracino, A., Sheikhalishahi, M., The 11th International Conference on Availability, Reliability and Security, ARES, Salzburg, Austria, August 31 – September 2, 2016.
- MalProfiler: Automatic and Effective Classification of Android Malicious Apps in Behavioral Classes; La Marra, A., Martinelli, F., Saracino, A., Sheikhalishahi, M., The 9th International Symposium on Foundations and Practice of Security (FPS), Quebec City, QC, Canada, 24-25 October, 2016.
- Privacy-Aware Data Sharing in a Tree-Based Categorical Clustering Algorithm; Sheikhalishahi, M., Mejri, M., Tawbi, N. Martinelli, F., The 9th International Symposium on Foundations and Practice of Security, FPS 2016, Quebec City, QC, Canada, 24-25 October, 2016.
- On the Abstraction of a Categorical Clustering Algorithm, Machine Learning and Data Mining in Pattern Recognition; Sheikhalishahi, M., Mejri, M., Tawbi, N., The 12th International Conference (MLDM), New York, USA, July, 2016.
- Modeling Privacy Aware Information Sharing Systems: A Formal and General Approach; Martinelli, F., Saracino, A., Sheikhalishahi, M., The 15th IEEE
International Conference on Trust, Security, and Privacy in Computing and Communications (TrustCom), Tianjin, China, 23-26 August 2016. - Clustering spam emails into campaigns; Sheikhalishahi, M., Mejri, M., and Tawbi, N., The 1st International Conference on Information Systems Security and Privacy, ESEO, Angers, Loire Valley, France, 9-11 February, 2015.
- Fast and effective clustering of spam emails based on structural similarity; Sheikhalishahi, M., Saracino, A., Mejri, M., Tawbi, N., Martinelli, F., The 8th International Symposium on Foundations and Practice of Security, FPS 2015, Clermont-Ferrand, France, 26-28 October, 2015.
- Digitalwaste sorting: A goal-based, self-learning approach to label spam email campaigns; Sheikhalishahi, M., Saracino, A., Mejri, M., Tawbi, N., and Martinelli, F., The 11th International Workshop on Security and Trust Management (STM), Vienna, Austria, 21-22 September, 2015.