Publications

Gabriele Tolomei, Fabrizio Silvestri (2021). Generating Actionable Interpretations from Ensembles of Decision Trees. IEEE Trans. Knowl. Data Eng..

Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei (2021). Covert Channel Attack to Federated Learning Systems. CoRR.

Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri (2021). CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. CoRR.

Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando (2020). Treant: training evasion-aware decision trees. Data Min. Knowl. Discov..

Stefano Calzavara, Mauro Conti, Riccardo Focardi, Alvise Rabitti, Gabriele Tolomei (2020). Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery. IEEE Secur. Priv..

Gabriele Tolomei, Mounia Lalmas, Ayman Farahat, Andrew Haines (2019). You must have clicked on this ad by mistake! Data-driven identification of accidental clicks on mobile ads with applications to advertiser cost discounting and click-through rate prediction. Int. J. Data Sci. Anal..

Stefano Calzavara, Mauro Conti, Riccardo Focardi, Alvise Rabitti, Gabriele Tolomei (2019). Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities. IEEE European Symposium on Security and Privacy, EuroS&P 2019, Stockholm, Sweden, June 17-19, 2019.

Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei (2019). Adversarial Training of Gradient-Boosted Decision Trees. Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

Mauro Conti, Ankit Gangwal, Sarada Prasad Gochhayat, Gabriele Tolomei (2018). Spot the Difference: Your Bucket is Leaking : A Novel Methodology to Expose A/B Testing Effortlessly. 2018 IEEE Conference on Communications and Network Security, CNS 2018, Beijing, China, May 30 - June 1, 2018.

Hidayet Aksu, Leonardo Babun, Mauro Conti, Gabriele Tolomei, A. Selcuk Uluagac (2018). Advertising in the IoT Era: Vision and Challenges. IEEE Commun. Mag..

Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas (2017). Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking. Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei (2016). Learning to Rank User Queries to Detect Search Tasks. Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016, Newark, DE, USA, September 12- 6, 2016.

Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei (2015). Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015.

Stefano Calzavara, Gabriele Tolomei, Andrea Casini, Michele Bugliesi, Salvatore Orlando (2015). A Supervised Learning Approach to Protect Client Authentication on the Web. ACM Trans. Web.

Stefano Calzavara, Gabriele Tolomei, Michele Bugliesi, Salvatore Orlando (2014). Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. 23rd International World Wide Web Conference, WWW ‘14, Seoul, Republic of Korea, April 7-11, 2014.

Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei (2013). Using Clustering to Improve the Structure of Natural Language Requirements Documents. Requirements Engineering: Foundation for Software Quality - 19th International Working Conference, REFSQ 2013, Essen, Germany, April 8-11, 2013. Proceedings.

Gabriele Tolomei, Salvatore Orlando, Diego Ceccarelli, Claudio Lucchese (2013). Twitter anticipates bursts of requests for Wikipedia articles. Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, DUBMOD@CIKM 2013 San Francisco, CA, USA, October 28, 2013.

Federica Giummolè, Salvatore Orlando, Gabriele Tolomei (2013). Trending Topics on Twitter Improve the Prediction of Google Hot Queries. International Conference on Social Computing, SocialCom 2013, SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013, Washington, DC, USA, 8-14 September, 2013.

Salvatore Orlando, Francesco Pizzolon, Gabriele Tolomei (2013). SEED: a framework for extracting social events from press news. 22nd International World Wide Web Conference, WWW ‘13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume.

Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei (2013). Modeling and predicting the task-by-task behavior of search engine users. Open research Areas in Information Retrieval, OAIR 2013, Lisbon, Portugal, May 15-17, 2013.

Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei (2013). Discovering tasks from search engine query logs. ACM Trans. Inf. Syst..

Elia Bruni, Alessio Ferrari, Norbert Seyff, Gabriele Tolomei (2012). Automatic Analysis of Multimodal Requirements: A Research Preview. Requirements Engineering: Foundation for Software Quality - 18th International Working Conference, REFSQ 2012, Essen, Germany, March 19-22, 2012. Proceedings.

Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei (2012). A clustering-based approach for discovering flaws in requirements specifications. Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30, 2012.

Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Gabriele Tolomei (2011). Improving Europeana Search Experience Using Query Logs. Research and Advanced Technology for Digital Libraries - International Conference on Theory and Practice of Digital Libraries, TPDL 2011, Berlin, Germany, September 26-28, 2011. Proceedings.

Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei (2011). Identifying task-based sessions in search engine query logs. Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011.

Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Gabriele Tolomei (2011). Discovering Europeana Users' Search Behavior. ERCIM News.

Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri (2010). Towards a task-based search and recommender systems. Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA.

Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei (2010). Detecting Task-Based Query Sessions Using Collaborative Knowledge. Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31 - September 3, 2010.

Gabriele Tolomei (2009). Search the web x.0: mining and recommending web-mediated processes. Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009.

Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando (2009). Challenges in designing an interest-based distributed aggregation of users in P2P systems. Proceedings of the International Conference on Ultra Modern Telecommunications, ICUMT 2009, 12-14 October 2009, St. Petersburg, Russia.

Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri, Gabriele Tolomei (2008). SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience. ERCIM News.

Vittorio Miori, Luca Tarrini, Maurizio Manca, Gabriele Tolomei (2006). An open standard solution for domotic interoperability. IEEE Trans. Consumer Electron..