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Yi Xiang Marcus Tan
Yi Xiang Marcus Tan
Bestätigte E-Mail-Adresse bei mymail.sutd.edu.sg
Titel
Zitiert von
Zitiert von
Jahr
Anomaly Detection in Cyber Physical Systems Using Recurrent Neural Networks
J Goh, S Adepu, M Tan, ZS Lee
2017 IEEE 18th International Symposium on High Assurance Systems Engineering …, 2017
4202017
Mouse authentication without the temporal aspect–what does a 2d-cnn learn?
P Chong, YXM Tan, J Guarnizo, Y Elovici, A Binder
2018 IEEE Security and Privacy Workshops (SPW), 15-21, 2018
412018
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics
YXM Tan, A Iacovazzi, I Homoliak, Y Elovici, A Binder
2019 International Joint Conference on Neural Networks (IJCNN), 1-10, 2019
292019
Insights from Curve Fitting Models in Mouse Dynamics Authentication Systems
YXM Tan, A Binder, A Roy
2017 IEEE Conference on Application, Information and Network Security (AINS …, 2017
212017
ImageCLEF 2017: ImageCLEF Tuberculosis Task – the SGEast Submission
J Sun, P Chong, YXM Tan, A Binder
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum …, 2017
172017
Exploring the back alleys: Analysing the robustness of alternative neural network architectures against adversarial attacks
YXM Tan, Y Elovici, A Binder
arXiv preprint arXiv:1912.03609, 2019
52019
Adaptive noise injection for training stochastic student networks from deterministic teachers
YXM Tan, Y Elovici, A Binder
2020 25th International Conference on Pattern Recognition (ICPR), 7587-7594, 2021
12021
Detection of Adversarial Supports in Few-shot Classifiers Using Self-Similarity and Filtering
YXM Tan, P Chong, J Sun, NM Cheung, Y Elovici, A Binder
arXiv preprint arXiv:2012.06330, 2020
12020
MalwareCLIP: Towards a Scalable and Explainable Image-Based Malware Classification
YXM Tan, KT Yew, LJ Sern
2023 International Conference on Communications, Computing, Cybersecurity …, 2023
2023
Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples
YXM Tan, P Chong, J Sun, NM Cheung, Y Elovici, A Binder
arXiv preprint arXiv:2110.12357, 2021
2021
Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity
YXM Tan, P Chong, J Sun, NM Cheung, Y Elovici, A Binder
arXiv preprint arXiv:2012.06330, 2020
2020
Analysing the Adversarial Landscape of Binary Stochastic Networks
YXM Tan, Y Elovici, A Binder
Information Science and Applications: Proceedings of ICISA 2020, 143-153, 2020
2020
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