14 citations · 17 across the 4 of their papers we have counts for
4 papers
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training
Xiang Li, Juncheng Guo, Qige Song +4
Mobile Internet has profoundly reshaped modern lifestyles in various aspects. Encrypted Traffic Classification (ETC) naturally plays a crucial role in managing mobile Internet, esp…
Multi-relational Instruction Association Graph for Cross-architecture Binary Similarity Comparison
Qige Song, Yongzheng Zhang, Shuhao Li
Cross-architecture binary similarity comparison is essential in many security applications. Recently, researchers have proposed learning-based approaches to improve comparison perf…
Inter-BIN: Interaction-based Cross-architecture IoT Binary Similarity Comparison
Qige Song, Yongzheng Zhang, Binglai Wang +1
The big wave of Internet of Things (IoT) malware reflects the fragility of the current IoT ecosystem. Research has found that IoT malware can spread quickly on devices of different…
BinMLM: Binary Authorship Verification with Flow-aware Mixture-of-Shared Language Model
Qige Song, Yongzheng Zhang, Linshu Ouyang +1
Binary authorship analysis is a significant problem in many software engineering applications. In this paper, we formulate a binary authorship verification task to accurately refle…