31 citations · 87 across the 7 of their papers we have counts for
7 papers
Analysis and Detection against Network Attacks in the Overlapping Phenomenon of Behavior Attribute
Jiang Xie, Shuhao Li, Yongzheng Zhanga +2
The proliferation of network attacks poses a significant threat. Researchers propose datasets for network attacks to support research in related fields. Then, many attack detection…
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features
Xiaochun Yun, Jiang Xie, Shuhao Li +2
Malicious communication behavior is the network communication behavior generated by malware (bot-net, spyware, etc.) after victim devices are infected. Experienced adversaries ofte…
HSTF-Model: an HTTP-based Trojan Detection Model via the Hierarchical Spatio-Temporal Features of Traffics
Jiang Xie, Shuhao Lia, Xiaochun Yun +2
HTTP-based Trojan is extremely threatening, and it is difficult to be effectively detected because of its concealment and confusion. Previous detection methods usually are with poo…
A method based on hierarchical spatiotemporal features for trojan traffic detection
Jiang Xie, Shuhao Li, Yongzheng Zhang +2
Trojans are one of the most threatening network attacks currently. HTTP-based Trojan, in particular, accounts for a considerable proportion of them. Moreover, as the network enviro…
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…