2 papers
cs.CR2024
PromptSAM+: Malware Detection based on Prompt Segment Anything Model
Xingyuan Wei, Yichen Liu, Ce Li +3
Machine learning and deep learning (ML/DL) have been extensively applied in malware detection, and some existing methods demonstrate robust performance. However, several issues per…
cs.CR2024
Mitigating the Impact of Malware Evolution on API Sequence-based Windows Malware Detector
Xingyuan Wei, Ce Li, Qiujian Lv +3
In dynamic Windows malware detection, deep learning models are extensively deployed to analyze API sequences. Methods based on API sequences play a crucial role in malware preventi…