Ignazio Pillai
Ignazio Pillai
Verified email at diee.unica.it - Homepage
Title
Cited by
Cited by
Year
Spam filtering based on the analysis of text information embedded into images
G Fumera, I Pillai, F Roli
The Journal of Machine Learning Research 7, 2699-2720, 2006
2042006
Is data clustering in adversarial settings secure?
B Biggio, I Pillai, S Rota Bulò, D Ariu, M Pelillo, F Roli
Proceedings of the 2013 ACM workshop on Artificial intelligence and security …, 2013
822013
A survey and experimental evaluation of image spam filtering techniques
B Biggio, G Fumera, I Pillai, F Roli
Pattern Recognition Letters 32 (10), 1436-1446, 2011
752011
Image spam filtering using visual information
B Biggio, G Fumera, I Pillai, F Roli
14th International Conference on Image Analysis and Processing (ICIAP 2007 …, 2007
562007
Image Spam Filtering by Content Obscuring Detection.
B Biggio, G Fumera, I Pillai, F Roli
CEAS, 2007
512007
Randomized prediction games for adversarial machine learning
SR Bulò, B Biggio, I Pillai, M Pelillo, F Roli
IEEE transactions on neural networks and learning systems 28 (11), 2466-2478, 2016
402016
Threshold optimisation for multi-label classifiers
I Pillai, G Fumera, F Roli
Pattern Recognition, 2013
392013
Poisoning complete-linkage hierarchical clustering
B Biggio, SR Bulò, I Pillai, M Mura, EZ Mequanint, M Pelillo, F Roli
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2014
382014
Multi-label classification with a reject option
I Pillai, G Fumera, F Roli
Pattern Recognition 46 (8), 2256-2266, 2013
352013
Image spam filtering using textual and visual information
G Fumera, I Pillai, F Roli, B Biggio
Proceedings of the MIT Spam Conference 2007, 2007
312007
Designing multi-label classifiers that maximize F measures: State of the art
I Pillai, G Fumera, F Roli
Pattern Recognition 61, 394-404, 2017
282017
Classification with reject option in text categorisation systems
G Fumera, I Pillai, F Roli
12th International Conference on Image Analysis and Processing, 2003 …, 2003
242003
F-measure optimisation in multi-label classifiers
I Pillai, G Fumera, F Roli
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
152012
A classification approach with a reject option for multi-label problems
I Pillai, G Fumera, F Roli
Image Analysis and Processing–ICIAP 2011, 98-107, 2011
152011
Improving image spam filtering using image text features
B Biggio, G Fumera, I Pillai, F Roli
Proc of the fifth conf on email and anti-spam, 2008
142008
A two-stage classifier with reject option for text categorisation
G Fumera, I Pillai, F Roli
Structural, Syntactic, and Statistical Pattern Recognition, 771-779, 2004
142004
Exploiting depth information for indoor-outdoor scene classification
I Pillai, R Satta, G Fumera, F Roli
International Conference on Image Analysis and Processing, 130-139, 2011
72011
Image spam filtering by detection of adversarial obfuscated text
F Roli, B Biggio, G Fumera, I Pillai, R Satta
Workshop on Machine Learning in Adversarial Environments for Computer …, 2007
22007
Classifier selection approaches for multi-label problems
I Pillai, G Fumera, F Roli
Multiple Classifier Systems, 167-176, 2011
12011
Evading spamassassin
B Biggio, G Fumera, I Pillai, F Roli, R Satta
12007
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