no code implementations • 13 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.
no code implementations • 22 Jan 2021 • Yuzhou Lin
In recent years, malware becomes more threatening.
no code implementations • 15 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.
no code implementations • 13 Jan 2021 • Yuzhou Lin, Xiaolin Chang
Moreover, experiment results indicate that IEMD interpretability increases with the increasing detection accuracy during the construction of IEMD.