Publications

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In Press
Luca Piras, Giorgio Giacinto, Roberto Paredes , "Passive-Aggressive Online Learning for Relevance Feedback in Content Based Image Retrieval", International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, 15/02/2013. Abstract
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Luca Piras, Giorgio Giacinto, Roberto Paredes , "Enhancing image retrieval by an Exploration-Exploitation approach", International Conference on Machine Learning and Data Mining MLDM 2012, Berlin, Springer Verlag, 13/07/2012. Abstract
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Igino Corona, Roberto Tronci, Giorgio Giacinto, , "SuStorID: A Multiple Classifier System for the Protection of Web Services", International Conference on Pattern Recognition (ICPR 2012), Tsukuba International Congress Center, Tsukuba Science City, JAPAN, IAPR, 11/09/2012. Abstract
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Igino Corona, Giorgio Giacinto, Fabio Roli , "Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues ", Information Sciences, In Press  . Abstract
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Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto , "Machine Learning in Security Applications", Machine Learning, Software Engineering and Standardization: ibai-publishing, In Press  .
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A. Gambardella, G. Giacinto, M. Migliaccio, A. Montali , "One-class classification for oil spill detection", Pattern Analysis and Applications, In Press  .
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Igino Corona, Roberto Tronci, Giorgio Giacinto , "SuStorID: A Multiple Classifier System for the Protection of Web Services", International Conference on Pattern Recognition (ICPR 2012), In Press  .
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2013
Davide Maiorca, Igino Corona, Giorgio Giacinto , "Looking at the Bag is not Enough to Find the Bomb: an Evasion of Structural Methods for Malicious PDF Files Detection", 8th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2013 - Acceptance Ratio: 35/216 = 16.2%), Hangzhou, China, 07/05/2013.
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Roberto Perdisci, Davide Ariu, Giorgio Giacinto , "Scalable Fine-Grained Behavioral Clustering of HTTP-Based Malware", Computer Networks - Special Issue on Botnet Activity: Analysis, Detection and Shutdown, vol. 57, issue 2, pp. 487-500, 02/2013. Abstract
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Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval", New Challenges in Distributed Information Filtering and Retrieval. DART 2011: Revised and Invited Papers, no. 439: Springer, 2013  .
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2012
Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto , "Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task", CLEF (Online Working Notes/Labs/Workshop), Rome, 17/09/2012. Abstract
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Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto , "The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task", CLEF (Online Working Notes/Labs/Workshop), Rome, 17/09/2012. Abstract
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Davide Maiorca, Giorgio Giacinto, Igino Corona , "A Pattern Recognition System for Malicious PDF Files Detection", MLDM - International Conference on Machine Learning and Data Mining (Acceptance Ratio: 71/212 = 33.5%), vol. 7376, Berlin, Springer, pp. 510-524, 16/07/2012.
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Luca Piras, Giorgio Giacinto , "Synthetic Pattern Generation for Imbalanced Learning in Image Retrieval", Pattern Recognition Letters, vol. 33, issue 16: Elsevier, pp. 7, 12/2012. Abstract
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Roberto Perdisci, Igino Corona, Giorgio Giacinto , "Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis", IEEE Transactions on Dependable and Secure Computing, vol. 9, issue 5: IEEE Computer Society, Los Alamitos, CA, USA, pp. 714-726, 2012  .
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Roberto Tronci, Luca Piras, Giorgio Giacinto , "Performance Evaluation of Relevance Feedback for Image Retrieval by “Real-World” Multi-Tagged Image Datasets", International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 3, issue 1: IGI Global, pp. 16, 2012  . Abstract
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2011
Davide Ariu, Giorgio Giacinto, Fabio Roli , "Machine Learning in Computer Forensics (and the Lessons Learned from Machine Learning in Computer Security)", AISec 2011: 4th ACM Workshop on Artificial Intelligence and Security, Chicago, IL, USA, 21/10/2011. Abstract
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Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a novel tool for Relevance Feedback in Content Based Image Retrieval", 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval (DART 2011), Palermo, Italy, 17/09/2011. Abstract
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Davide Ariu, Giorgio Giacinto , "A modular architecture for the analysis of HTTP payloads based on Multiple Classifiers", 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, Italy, 15/06/2011. Abstract
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Luca Piras, Giorgio Giacinto , "Dissimilarity representation in multi-feature spaces for image retrieval", 16th Int. Conference on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 14/09/2011. Abstract
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Roberto Tronci, Luca Piras, Luisa Falqui, Giorgio Giacinto , "A study on the evaluation of relevance feedback in multi-tagged image datasets", 7th IEEE International Workshop on Multimedia Information Processing and Retrieval, California, USA, 05/12/2011. Abstract
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Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli , "Bagging classifiers for fighting poisoning attacks in adversarial classification tasks", Multiple Classifier Systems (MCS 2011), vol. 6713: Springer-Verlag, pp. 350-359, 2011  .
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Davide Ariu, Roberto Tronci, Giorgio Giacinto , "HMMpayl: An Intrusion Detection System Based On Hidden Markov Models", Computers & Security, vol. 30, issue 4: Elsevier, pp. 221 - 241, 2011  . Abstract
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2010
Luca Piras, Giorgio Giacinto , "Unbalanced learning in Content-Based Image Classification and Retrieval", IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore, 19/07/2010. Abstract
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Luca Piras, Giorgio Giacinto , "K-Nearest Neighbors Directed Synthetic Images Injection", 11th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2010), Desenzano del Garda, Italy, 12/04/2010. Abstract
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