Visual analytics for security threats detection in Ethereum consensus layer.
Xuan Chen, Xincan Zhang, Zhaohan Wang, Kerun Yu, Wong Kam-Kwai, Haoyun Guo, Siming Chen*.
Journal of Visualization, 27(3): 469-483, 2024.

Visual Analytics for Phishing Scam Identification in Blockchain Transactions with Multiple ModelComparison.
Jiaqi Dong, Zishu Qin, Zhou Fang, Xuan Chen, Zengfeng Huang, Haoyun Guo, Richen Liu, Cagatay Turkay, Siming Chen*.
The 15th International Symposium on Visual Information Communication and Interaction (VINCI), Accepted, 2023.

Interactive tree and ranking-based fund data visual analysis.
Feifan Wang, Liwenhan Xie, Xuanwu Yue, Yangyang Su, Guobing Zhou, Ji Feng, Xiahai Zhuang, Siming Chen*.
Journal of Computer-Aided Design & Computer Graphics (CAD&CG, ChinaVis'22), Accepted, 2023.

A benchmark for visual analysis of insider threat detection.
Ying Zhao, Kui Yang, Siming Chen*, Zhuo Zhang, Xin Huang, Qiusheng Li, Qi Ma, Xinyue Luan, Xiaoping Fan.
SCIENCE CHINA Information Sciences, 65(9): 199102, 2022.
| Paper | pdf (1.8MB) | Benchmark | ChinaVis Data Challenge 2019

An Indoor Crowd Movement Trajectory Benchmark Dataset.
Ying Zhao, Xin Zhao, Siming Chen*, Zhuo Zhang, Xin Huang.
IEEE Transactions on Reliability, Accepted, 2021.
| Paper | pdf (2.6MB) | Dataset | New Public-available Benchmark Data

VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics.
Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard, Cagatay Turkay.
IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 77-86, 2020.
| Paper | pdf (1.5MB) | Video | mp4 (39.3MB)

LDA Ensembles for Interactive Exploration and Categorization of Behaviors.
Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong.H Nguyen, Olivier Thonnard, Cagatay Turkay.
IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(9): 2775 - 2792, 2020.
| Paper | pdf (20.1MB) | Video | mp4 (6.3MB) | Slides | pptx (10MB)

User Behavior Map: Visual Exploration for Cyber Security Session Data.
Siming Chen, Shuai Chen, Natalia Andrienko, Gennady Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan
in Proceedings of 2018 IEEE Symposium on Visualization for Cyber Security (VizSec'18), Pages 1-4, Berlin, Germany, Oct.22, 2018.
| Paper | pdf (5.7M) | Slides | pdf (17.2M)

OCEANS: online collaborative explorative analysis on network security.
Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schaefer and Thomas Ertl.
in Proceedings of the Eleventh Workshop on Visualization for Cyber Security (VizSec'14), Pages 1-8, Paris, France, Nov.10, 2014.
| Paper | pdf (1.8MB) | Video | wmv (11.7MB) | Slides | pptx (23.4MB)