20 April 2018

• Federico Fallace. Analysis of the use of Obfuscated Web Tracking. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2018
  

  

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• Francesca Soro. Experimental comparison of supervised machine-learning algorithms for network monitoring. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2018
  

  

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26 July 2018

• Peyman Iravani. Energy Efficient Data Center Operation: Measurements and Analysis. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer And Communication Networks Engineering, 2018
  

  

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• Valentino Rizzo. Machine Learning Approaches for Automatic Detection of Web Fingerprinting. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2018
  

  

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21 September 2018

• Shohreh Bashookian. Machine Learning for Network-Based Prediction of Web browsing QoE. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Computer And Communication Networks Engineering, 2018
  

  

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29 October 2018

• Matteo Nisi. Advanced analytics and machine learning algorithms for predictive maintenance on Medium Voltage (MV) distribution network. Rel. Marco Mellia, Daniela Renga. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2018
• Michelangelo Matina. Data Analytics for the Automotive Industry: Predictive Maintenance. Rel. Elena Maria Baralis, Marco Mellia, Danilo Giordano, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2018
• Golnazsadat Zargarian. Unsupervised Machine Learning for Mining Alarm Logs of a Large Telecommunication Network. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2018
  

  

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14 December 2018

• Dena Markudova. Data mining applied to vehicle usage in construction sites. Rel. Marco Mellia, Luca Vassio. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2018
  

  

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16 April 2019

• Matteo Novembre. Data driven evaluation of quality of service in mobile radio networks via machine learning. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2019
  

  

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• Marco Trinelli. Design and implementation of AR/VR services at the edge infrastructure using Network Function Virtualization. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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• Michelangelo Sorice. Design and implementation of tools for automatic detection of web page rendering problems. Rel. Marco Mellia, Martino Trevisan. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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• Giuseppe Saitta. Machine Learning for Diesel After-Treatment Modeling. Rel. Elena Maria Baralis, Marco Mellia, Danilo Giordano, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2019
• Thomas Favale. Sviluppo infrastruttura per monitoraggio del traffico malevolo con l'utilizzo di Honeypot = Infrastructure development for monitoring of malicious traffic using Honeypot. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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• Martina Mineo. User habits analysis in a bike sharing system. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2019
  

  

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26 July 2019

• Claudia Carletti. Design and engineering of system for large-scale Internet Traffic Visualisation. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2019
  

  

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• Seyed Sina Vagheh Dashti. Internet Bandwidth Measurements On FTTH Access Network. Rel. Marco Mellia, Maurizio Matteo Munafo'. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2019
  

  

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25 October 2019

• Mauro Allegretta. Community Detection Algorithms for Darknet Traffic Analysis. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2019
  

  

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• Eugenio Emmolo. “Design and Implementation of Machine Learning Algorithms for Web Cryptomining Detection”. Rel. Marco Mellia, Stefano Traverso. Politecnico di Torino, Master of science program in Computer Engineering, 2019
• Eros Filippi. HoneyPort - a scalable meta-honeypot system for security applications. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2019
  

  

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• Alessandro Ciociola. Modelling, simulation and design of Electric Car Sharing systems with eC2S. Rel. Marco Mellia, Michela Meo. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2019
  

  

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• Patrizio Sibona. Progetto di sistema di protezione da cybersquatting basato su deep learning = Design of protection system against cybersquatting based on deep learning. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2019

18 December 2019

• Shuyang Li. Clustering algorithms for off-road vehicles’ usage patterns analysis from CAN bus data. Rel. Marco Mellia, Luca Cagliero, Luca Vassio. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2019

28 July 2020

• Luca Tomaino. Smart Manufacturing and Predictive Maintenance driven by Machine Learning. Rel. Danilo Giordano, Marco Mellia, Elena Maria Baralis. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2020
  

  

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23 October 2020

• Chiara Aliberti. Automatic detection of new phishing domains using machine learning. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2020
• Marzia Maffei. Machine Learning for automatic assessment of the risk related to web tracking. Rel. Marco Mellia, Martino Trevisan, Luca Vassio. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2020
  

  

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• Federico Torta. Personal Data Safe: a flexible storage system for personal data. Rel. Marco Mellia, Martino Trevisan. Politecnico di Torino, Master of science program in Computer Engineering, 2020
  

  

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18 December 2020

• Giulia Milan. Design of a Reinforcement Learning Framework to Automatically Interact with IoT Devices. Rel. Marco Mellia, Luca Vassio, Idilio Drago. Politecnico di Torino, Master of science program in Computer Engineering, 2020
  

  

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16 April 2021

• Giorgio Maritano. Automatic phishing detection with Machine Learning for real-time applications. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2021
• Tommaso Rescio. DPIpot - Analysis of Anomalous Traffic Via DPI Enhanced Honeypots. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2021
  

  

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• Giovanni Camarda. Design and Implementation of a privacy-preserving framework for Machine Learning. Rel. Marco Mellia, Martino Trevisan, Nikhil Jha. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Carola Draisci. Design of a recommendation system for books. Rel. Luca Vassio, Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Tommaso Bacconi. Privacy enforcing framework in high dimensional data streams for real-time data markets. Rel. Marco Mellia, Martino Trevisan, Nikhil Jha. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Leonardo Tolomei. Relocation strategies for e-scooter system optimization. Rel. Marco Mellia, Danilo Giordano, Luca Vassio. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Antonino Musmeci. The Risk of Web Tracking and the impact of user consent. Rel. Marco Mellia, Martino Trevisan. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Gennaro Rende. Toward a zero defects manufacturing process with Artificial Intelligence applications. Rel. Marco Mellia, Danilo Giordano, Tania Cerquitelli. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2021
  

  

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27 July 2021

• Lorenzo Del Sordo. Cannypot: a Reinforcement Learning based adaptive SSH honeypot. Rel. Marco Mellia, Luca Vassio, Idilio Drago. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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26 October 2021

• Enrico Annaloro. Engineering and deployment of the Personal Data Safe (P-DS) for PIMCity. Rel. Marco Mellia, Martino Trevisan. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2021
  

  

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17 December 2021

• Elena Sofia Desiati. Fuel Consumption Prediction for Connected Light Commercial Vehicles using Smart Tire Technology. Rel. Marco Mellia, Francesco Trovo'. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2021
• Eustachio Cancelliere. Next Generation Honeypot for IoT. Rel. Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2021
  

  

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13 April 2022

• Giuseppe Toscano. Angler Phishing: detection of support fraud accounts on social networks. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2022
• Gianluca Santuz. Characterization of Hospital Data Network: Methodology, Analysis and Improvements. Rel. Marco Mellia, Idilio Drago, Martino Trevisan. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2022
• Maurizio Pinna. Demand model generation for shared mobility: a KDE approach. Rel. Luca Vassio, Danilo Giordano, Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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• Luca Ceriani. Esplorazione automatica del dark web: sviluppo di un sistema automatizzato per la scoperta e l'analisi di mercati illegali di dati = Automated dark web crawling: development of an automated system for the discovery and analysis of illegal data markets. Rel. Marco Mellia, Stefano Traverso. Politecnico di Torino, Master of science program in Computer Engineering, 2022
• Vito Daniele Gambina. Methodologies to derive subjective risk for web tracking. Rel. Marco Mellia, Luca Vassio, Martino Trevisan. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2022
  

  

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15 July 2022

• Giulio Cerruto. Modelling relocation strategies for shared mobility system management. Rel. Luca Vassio, Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Mathematical Engineering, 2022
  

  

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29 July 2022

• Chiara De Novellis. Analysis of application layer attacks on honeypot logs. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2022
  

  

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28 October 2022

• Raffaella Ciancio. Detection of drifts in defectivity: case study of an industrial production chain through data analysis and machine learning applications. Rel. Danilo Giordano, Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2022

19 December 2022

• Andrea Domenico Mourglia. Design and development of a honeypot testing system. Rel. Marco Mellia, Luca Vassio, Idilio Drago. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2022
  

  

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• Lorenzo Giai Pron. In-browser Machine Learning Model for Web Phishing Detection. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2022
• Giorgia Guarnotta. Industrial Vehicles’ Inventory Management using Data-Driven Stochastic Optimization and Forecasting. Rel. Luca Vassio, Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2022
  

  

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20 December 2022

• Francesco De Santis. Data driven study for optimization of industrial production. Rel. Danilo Giordano, Elena Maria Baralis, Marco Mellia. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
• Alessandro Speciale. Heterogeneous data-driven recommendation systems for books in libraries. Rel. Luca Vassio, Marco Mellia, Greta Vallero. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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• Filippo Massa. Metodologia di riconoscimento automatico di tecniche di web cloaking = Methodology for automatic recognition of web cloaking techniques. Rel. Marco Mellia, Stefano Traverso, Davide Pozza. Politecnico di Torino, Master of science program in Computer Engineering, 2022

21 April 2023

• Rasoul Adim Hafshejani. Design and Deployment of a Cloud Monitoring System for Enhanced Network Security. Rel. Marco Mellia, Enrico Venuto. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2023
  

  

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• Armando Chimirri. Individuazione di data breach su Telegram via crawler e machine learning = Detection of data breach on Telegram via crawler and machine learning. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2023
• Di Wang. Joint Optimization of Relocation and Routing Strategies for E-Scooter Sharing System. Rel. Marco Mellia, Luca Vassio, Danilo Giordano. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2023
  

  

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• Andrea Di Domenico. Machine learning methodologies for QoE prediction in satellite networks. Rel. Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Salvatore Galano. Sviluppo di metodologia per l'identificazione automatica di kit dietro pagine di phishing = Development of methodology for automatic identification of kits behind phishing pages. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2023

28 July 2023

• Alessandro Morelli. Automating Cybersecurity: Analysis of Network Logs using Machine Learning and a Web Application. Rel. Marco Mellia, Luca Vassio. Politecnico di Torino, Master of science program in Computer Engineering, 2023
• Kai Huang. Federated learning for network traffic analysis. Rel. Marco Mellia, Luca Vassio. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2023
  

  

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27 October 2023

• Mario Gabriele Palmeri. Anomaly Detection for Anti-Financial Crime. Rel. Luca Cagliero, Danilo Giordano, Flavio Giobergia, Marco Mellia, Jacopo Fior. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  
• Patrizio De Girolamo. Unsupervised Outlier Detection from Financial Transaction Data. Rel. Luca Cagliero, Marco Mellia, Flavio Giobergia. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

15 December 2023

• Simone Galota. Design and implementation of a scalable multiprocessing crawler for Telegram entities. Rel. Marco Mellia, Nikhil Jha, Giordano Paoletti. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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11 April 2024

• Allan Brunstein. Automatic web crawler for malicious websites classification. Rel. Marco Mellia, Rodolfo Vieira Valentim, Idilio Drago. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Alejandro Ayala Gil. Honeypot in a box: A distributed cluster network for honeypot deployment. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2024
  

  

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• Leandra Valenti. Spatio-temporal fleet detection and Points of Interest identification for industrial/commercial vehicles. Rel. Luca Vassio, Andrea Cavallo, Marco Mellia. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2024

31 October 2024

• Simone Clemente. Cognitive Aware Incremental Knowledge Update of Large Language Models. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Alessandro Redi. Designing and engineering LLM techniques for detecting novel bash attacks. Rel. Marco Mellia, Luca Vassio, Matteo Boffa. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2024
  

  

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• Giovanni Dettori. Designing and engineering a Q&A LLM for network packet representation. Rel. Luca Vassio, Marco Mellia, Matteo Boffa. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2024
  

  

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• Andrea Sordello. Edge-Cloud Platform for Cybersecurity Data Analysis Leveraging K3s and Federated Learning = Edge Cloud Platform for Cybersecurity Data Analysis Leveraging K3s and Federated Learning. Rel. Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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• Alberto Verna. Methodology and Measurements of Privacy Mechanisms for Online Advertising: The Case of Google's Topics API. Rel. Marco Mellia, Martino Trevisan, Nikhil Jha. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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11 April 2025

• Giorgio Daniele Luppina. Inferring Video Quality in Live Streaming Flows Using Network Passive Metrics. Rel. Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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25 July 2025

• Stefano Barcio. Network Analysis Enhancements to improve Anti Money Laundering Transaction Monitoring Systems in Banks. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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24 October 2025

• Youness Bouchari. Advanced Persistent Threath Identification. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Vincenzo Longo. Applying Neural Topic Modeling to Detect Anomalous Permission Requests in Microsoft 365 Applications. Rel. Marco Mellia, Nikhil Jha, Alberto Verna. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Luca Serafini. Cloud-based network telescope: design, deployment and traffic analysis via data mining. Rel. Marco Mellia, Andrea Sordello. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Giovanni Pizzenti. Contextualized Cybersecurity Awareness through AI and Gamified Learning. Rel. Marco Mellia, Stefano Traverso. Politecnico di Torino, Master of science program in Cybersecurity, 2025
• Stefano Fumero. Design, Implementation and Evaluation of LLM-based Agents for Forensic Analysis. Rel. Danilo Giordano, Francesco De Santis, Marco Mellia. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Francesco Gallo. Development and Evaluation of Behavioral Models for the Detection of Malicious Web Accesses. Rel. Marco Mellia, Nikhil Jha. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Luca Antognarelli. The Threat Risk Assessor: A Novel Proactive Approach to Cyber Threats Management. Rel. Marco Mellia. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Pietro Armenante. A greedy generalization algorithm for anonymizing Origin-Destination matrices. Rel. Luca Vassio, Nikhil Jha, Marco Mellia. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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12 December 2025

• Niccolo' Bedini. AI-Based Detection of Social Engineering Attacks in Web Communications. Rel. Marco Mellia, Stefano Traverso. Politecnico di Torino, Master of science program in Cybersecurity, 2025
• Gabriele Sannia. Design of an AI Agent for the Generation of Vulnerable Virtual Environments. Rel. Danilo Giordano, Idilio Drago, Marco Mellia, Matteo Boffa. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Rachid Youssef Grib. A Dual-Vantage Measurement of the Privacy Sandbox in the Real World. Rel. Marco Mellia, Nikhil Jha, Alberto Verna, Martino Trevisan. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Giuseppe Giordano. Predicting User Quality of Experience to Identify Network Issues in Live Streaming services: An ISP Perspective. Rel. Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Federico Mirra. Towards Autonomous Cyber Deception: An AI Agent for Dynamic Honeynet Management. Rel. Danilo Giordano, Idilio Drago, Marco Mellia, Matteo Boffa. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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• Fabio Marmello. Using Explainability Methods to Uncover Shortcuts in Language Models. Rel. Luca Vassio, Marco Mellia, Idilio Drago. Politecnico di Torino, Master of science program in Cybersecurity, 2025
  

  

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27 March 2026

• Edoardo Oldani. Anomaly detection for passive monitoring of internet traffic. Rel. Marco Mellia, Danilo Giordano. Politecnico di Torino, Master of science program in Cybersecurity, 2026
  

  

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