Search Results for author: Yuzhou Lin

Found 4 papers, 0 papers with code

Predicting Continuous Locomotion Modes via Multidimensional Feature Learning from sEMG

no code implementations13 Nov 2023 Peiwen Fu, Wenjuan Zhong, Yuyang Zhang, Wenxuan Xiong, Yuzhou Lin, Yanlong Tai, Lin Meng, Mingming Zhang

This term refers to the duration during which consistent and accurate predictions of mode transitions are made, measured from the time of the fifth correct prediction to the occurrence of the critical event leading to the task transition.

Towards interpreting ML-based automated malware detection models: a survey

no code implementations15 Jan 2021 Yuzhou Lin, Xiaolin Chang

Then we investigate the interpretation methods towards malware detection, by addressing the importance of interpreting malware detectors, challenges faced by this field, solutions for migitating these challenges, and a new taxonomy for classifying all the state-of-the-art malware detection interpretability work in recent years.

Malware Detection

Towards Interpretable Ensemble Learning for Image-based Malware Detection

no code implementations13 Jan 2021 Yuzhou Lin, Xiaolin Chang

Moreover, experiment results indicate that IEMD interpretability increases with the increasing detection accuracy during the construction of IEMD.

Ensemble Learning Malware Detection

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