Spam filtering: publications

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli , "A survey and experimental evaluation of image spam filtering techniques", Pattern Recognition Letters, vol. 32, issue 10, pp. 1436 - 1446, 2011  .
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Giorgio Fumera, Ignazio Pillai, Fabio Roli , "Spam filtering based on the analysis of text information embedded into images", Journal of Machine Learning Research (special issue on Machine Learning in Computer Security), vol. 7, pp. 2699-2720, 12/2006. Abstract
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Jun-Ming Xu, Giorgio Fumera, Fabio Roli, Zhi-Hua Zhou , "Training SpamAssassin with Active Semi-supervised Learning", 6th Conference on Email and Anti-Spam (CEAS 2009), Mountain View, CA, USA, 16/07/2009.
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Adversarial Pattern Classification Using Multiple Classifiers and Randomisation", 12th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition (SSPR 2008), Orlando, Florida, USA, Springer-Verlag, 04/12/2008.
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Evade Hard Multiple Classifier Systems", Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2008), Patras, Greece, 21/07/2008.
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Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli , "Improving Image Spam Filtering Using Image Text Features", Fifth Conference on Email and Anti-Spam (CEAS 2008), Mountain View, CA, USA, 21/08/2008.
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Giorgio Fumera, Ignazio Pillai, Fabio Roli, Battista Biggio , "Image spam filtering using textual and visual information", MIT Spam Conference 2007, Cambridge, MA, USA, 30/03/2007. Abstract
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Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli , "Image Spam Filtering Using Visual Information", 14th Int. Conf. on Image Analysis and Processing (ICIAP 2007), Modena, Italy, IEEE Computer Society, pp. 105--110, 10/09/2007.
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Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli , "Image Spam Filtering by Content Obscuring Detection", Fourth Conference on Email and Anti-Spam (CEAS 2007), Microsoft Research Silicon Valley, Mountain View, California, 02/08/2007. Abstract
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Fabio Roli, Battista Biggio, Giorgio Fumera, Ignazio Pillai, Riccardo Satta , "Image Spam Filtering by Detection of Adversarial Obfuscated Text", Workshop on Neural Information Processing Systems (NIPS), Whistler, British Columbia, Canada, 08/12/2007.
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Ignazio Pillai , "High Reliability Text Categorisation Systems.", DIEE, Cagliari (Italy), pp. 90, 2007  .
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Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli, Riccardo Satta , "Evading SpamAssassin with obfuscated text images", Virus Bulletin, 11/2007.
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