Yi Xiang Marcus Tan

According to our database, Yi Xiang Marcus Tan authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MalwareCLIP: Towards a Scalable and Explainable Image-Based Malware Classification.

Yi Xiang Marcus Tan, Koh Ting Yew, Joon Sern Lee

Proceedings of the International Conference on Communications, 2023

2021

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples.

Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder

CoRR, 2021

2020

Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity.

Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Yuval Elovici, Alexander Binder

CoRR, 2020

Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers.

Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Exploring the Back Alleys: Analysing The Robustness of Alternative Neural Network Architectures against Adversarial Attacks.

Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder

CoRR, 2019

Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics.

Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak, Yuval Elovici, Alexander Binder

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN Learn?

Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

2017

ImageCLEF 2017: ImageCLEF Tuberculosis Task - the SGEast Submission.

Jiamei Sun, Penny Chong, Yi Xiang Marcus Tan, Alexander Binder

Proceedings of the Working Notes of CLEF 2017, 2017