Publications

(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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(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.

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