Machine learning in adversarial environments

Advances in Neural Information Processing Systems 20

Edwin V. Bonilla, Kian Ming A. Chai, Christopher K. I. Williams · Neural Information Processing Systems · 2008 · 2.6K citations

Engineering, Computational Neuroscience, Reservoir Computing +4

Adversarial classification

Nilesh Dalvi, Pedro Domingos, Mausam Mausam et al. · 2004 · 895 citations

Artificial Intelligence, Spam Filtering, Engineering +15

The security of machine learning

Marco Barreno, Blaine Nelson, Anthony D. Joseph et al. · Machine Learning · 2010 · 829 citations · Full text

Artificial Intelligence, Spam Filtering, Engineering +15

Adversarial learning

Daniel Lowd, Christopher Meek · 2005 · 735 citations

Spam Filtering, Evasion Technique, Engineering +15

Polygraph: Automatically Generating Signatures for Polymorphic Worms

J.P. Newsome, Brad Karp, Dawn Song · 2005 · 675 citations · Full text

Engineering, Evasion Technique, Information Security +21