Is feature selection secure against training data poisoning? H Xiao, B Biggio, G Brown, G Fumera, C Eckert, F Roli international conference on machine learning, 1689-1698, 2015 | 511 | 2015 |
Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security Felix Fischer, Konstantin Bottinger, Huang Xiao, Christian Stransky, Yasemin ... IEEE Symposium on Security and Privacy, 2017 | 357* | 2017 |
Support Vector Machines under Adversarial Label Contamination H Xiao, B Biggiob, B Nelsonb, H Xiaoa, C Eckerta, F Rolib Journal of Neurocomputing 160, 53–62, 2015 | 285 | 2015 |
Adversarial label flips attack on support vector machines H Xiao, H Xiao, C Eckert ECAI 2012, 870-875, 2012 | 279 | 2012 |
Wasserstein adversarial imitation learning H Xiao, M Herman, J Wagner, S Ziesche, J Etesami, TH Linh arXiv preprint arXiv:1906.08113, 2019 | 77 | 2019 |
Stack overflow considered helpful! deep learning security nudges towards stronger cryptography F Fischer, H Xiao, CY Kao, Y Stachelscheid, B Johnson, D Razar, ... 28th USENIX Security Symposium (USENIX Security 19), 339-356, 2019 | 44 | 2019 |
Learning from multiple observers with unknown expertise H Xiao, H Xiao, C Eckert Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia …, 2013 | 24 | 2013 |
Grammatical inference algorithms in matlab HI Akram, C De La Higuera, H Xiao, C Eckert Grammatical Inference: Theoretical Results and Applications: 10th …, 2010 | 23 | 2010 |
Adversarial and secure machine learning H Xiao Technische Universität München, 2017 | 10 | 2017 |
OPARS: Objective photo aesthetics ranking system H Xiao, H Xiao, C Eckert Advances in Information Retrieval: 35th European Conference on IR Research …, 2013 | 9 | 2013 |
Indicative support vector clustering with its application on anomaly detection H Xiao, C Eckert 2013 12th International Conference on Machine Learning and Applications 1 …, 2013 | 4 | 2013 |
Network inventory management and anomaly detection system H Xiao, G Webster, B Kolosnjaji, A Carney US Patent App. 17/945,711, 2024 | | 2024 |