Can machine learning be secure?, Proceedings of the 2006 ACM Symposium on Information, computer and communications security , ASIACCS '06, 2006. ,
DOI : 10.1145/1128817.1128824
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.72.4400
Open problems in the security of learning, Proceedings of the 1st ACM workshop on Workshop on AISec, AISec '08, 2008. ,
DOI : 10.1145/1456377.1456382
The security of machine learning, Machine Learning Journal, 2008. ,
DOI : 10.1007/s10994-010-5188-5
Poisoning attacks against support vector machines, Proceedings of the 29 th International Conference on Machine Learning, 2012. ,
Incremental and decremental support vector machine learning, Advances in Neural Information Processing Systems, 2000. ,
Anomaly detection, ACM Computing Surveys, vol.41, issue.3, 2009. ,
DOI : 10.1145/1541880.1541882
Learning Fast Classifiers for Image Spam, Conference on Email and Anti-Spam, 2007. ,
Implementation Issues of an Incremental and Decremental SVM, Proceedings of the 18th international conference on Artificial Neural Networks, Part I, 2008. ,
DOI : 10.1007/978-3-540-87536-9_34
Challenging the anomaly detection paradigm : a provocative discussion, Proceedings of the 15 th New Security Paradigms Workshop, 2006. ,
Adversarial machine learning, Proceedings of the 4th ACM workshop on Security and artificial intelligence, AISec '11, 2011. ,
DOI : 10.1145/2046684.2046692
La structure des révolutions scientifiques, 1983. ,
Learning Intrusion Detection: Supervised or Unsupervised?, Proceedings of 13th ICIAP conference, 2005. ,
DOI : 10.1007/11553595_6
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.138.257
Ids false alarm filtering using knn classifier, WISA, 2004. ,
Classifier ensembles : Select real-world applications. Information Fusion, 2008. ,
DOI : 10.1016/j.inffus.2007.07.002
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.133.6529
Computer Security and Machine Learning: Worst Enemies or Best Friends?, 2011 First SysSec Workshop, 2011. ,
DOI : 10.1109/SysSec.2011.16