Giorgio Fumera

Security Evaluation of Pattern Classifiers under Attack

Battista Biggio, Giorgio Fumera, Fabio Roli · IEEE Transactions on Knowledge and Data Engineering · 2013 · 419 citations · Full text

Engineering, Machine Learning, Evasion Technique +19

A theoretical and experimental analysis of linear combiners for multiple classifier systems

Giorgio Fumera, Fabio Roli · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 307 citations

Engineering, Machine Learning, Intelligent Systems +19

Is feature selection secure against training data poisoning?

Xiao Huang, Battista Biggio, Gavin Brown et al. · arXiv (Cornell University) · 2018 · 287 citations · Full text

Engineering, Machine Learning, Evasion Technique +18

Multiple classifier systems for robust classifier design in adversarial environments

Battista Biggio, Giorgio Fumera, Fabio Roli · International Journal of Machine Learning and Cybernetics · 2010 · 192 citations

Artificial Intelligence, Engineering, Machine Learning +11

Reject option with multiple thresholds

Giorgio Fumera, Fabio Roli, Giorgio Giacinto · Pattern Recognition · 2000 · 167 citations

Reject Option, Choice Theory, Management +2