Adversarial diversity and hard positive generation A Rozsa, EM Rudd, TE Boult Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 344 | 2016 |
A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions EM Rudd, A Rozsa, M Günther, TE Boult IEEE Communications Surveys & Tutorials 19 (2), 1145-1172, 2017 | 203 | 2017 |
Towards Robust Deep Neural Networks with BANG A Rozsa, M Gunther, TE Boult 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 803--811, 2018 | 99 | 2018 |
Assessing threat of adversarial examples on deep neural networks A Graese, A Rozsa, TE Boult 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016 | 80 | 2016 |
Are accuracy and robustness correlated A Rozsa, M Günther, TE Boult 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016 | 77 | 2016 |
AFFACT: Alignment-free facial attribute classification technique M Günther, A Rozsa, TE Boult 2017 IEEE International Joint Conference on Biometrics (IJCB), 90-99, 2017 | 73 | 2017 |
Facial attributes: Accuracy and adversarial robustness A Rozsa, M Günther, EM Rudd, TE Boult Pattern Recognition Letters 124, 100-108, 2019 | 71 | 2019 |
Are facial attributes adversarially robust? A Rozsa, M Günther, EM Rudd, TE Boult 2016 23rd International Conference on Pattern Recognition (ICPR), 3121-3127, 2016 | 59 | 2016 |
LOTS about attacking deep features A Rozsa, M Günther, TE Boult 2017 IEEE International Joint Conference on Biometrics (IJCB), 168-176, 2017 | 51 | 2017 |
Adversarial Robustness: Softmax versus Openmax A Rozsa, M Günther, TE Boult Proceedings of the British Machine Vision Conference (BMVC), 2017 | 40 | 2017 |
Improved adversarial robustness by reducing open space risk via tent activations A Rozsa, TE Boult arXiv preprint arXiv:1908.02435, 2019 | 24 | 2019 |
Genetic algorithm attack on minutiae-based fingerprint authentication and protected template fingerprint systems A Rozsa, AE Glock, TE Boult Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 16 | 2015 |
Adversarial Attack on Deep Learning-Based Splice Localization A Rozsa, Z Zhong, TE Boult Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 9 | 2020 |
Attack on Minutiae-based Fingerprint Authentication Systems by Using Genetic Algorithm A Rozsa University of Colorado Colorado Springs, 2014 | 1 | 2014 |
Towards Robust Deep Neural Networks A Rozsa University of Colorado Colorado Springs, 2018 | | 2018 |
On the Robustness of Deep Neural Networks M Günther, A Rozsa, TE Boult | | 2017 |