Xiaochun Yun

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 47

Top Topics

Spatiotemporal Features

Group Activities

Top Venues

IEEE Trans. Parallel Distributed Syst.

Comput. Networks

Publications

Lei Cui, Junnan Yin, Jiancong Cui, Yuede Ji, Peng Liu, Zhiyu Hao, Xiaochun Yun
API2Vec++: Boosting API Sequence Representation for Malware Detection and Classification. IEEE Trans. Software Eng. 50 (8) (2024)
Xiaochun Yun, Jiang Xie, Shuhao Li, Yongzheng Zhang, Peishuai Sun
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features. CoRR (2023)
Xiaochun Yun, Yipeng Wang, Yongzheng Zhang, Chen Zhao, Zijian Zhao
Encrypted TLS Traffic Classification on Cloud Platforms. IEEE/ACM Trans. Netw. 31 (1) (2023)
Jiang Xie, Shuhao Li, Xiaochun Yun, Yongzheng Zhang, Peng Chang
HSTF-Model: an HTTP-based Trojan Detection Model via the Hierarchical Spatio-Temporal Features of Traffics. CoRR (2023)
Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
A method based on hierarchical spatiotemporal features for trojan traffic detection. CoRR (2023)
Zhiyu Hao, Wei Wang, Lei Cui, Xiaochun Yun, Zhenquan Ding
iConSnap: An Incremental Continuous Snapshots System for Virtual Machines. IEEE Trans. Serv. Comput. 15 (1) (2022)
Guangjun Wu, Xiaochun Yun, Yong Wang, Shupeng Wang, Binbin Li, Yong Liu
A Sketching Approach for Obtaining Real-Time Statistics Over Data Streams in Cloud. IEEE Trans. Cloud Comput. 10 (2) (2022)
Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin, Li Fan
DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph. ICCS (1) (2022)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Chen Zhao, Xin Liu
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Xiaochun Yun, Jiang Xie, Shuhao Li, Yongzheng Zhang, Peishuai Sun
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features. Comput. Secur. 121 (2022)
Yuwei Zeng, Xiaochun Yun, Xunxun Chen, Boquan Li, Haiwei Tsang, Yipeng Wang, Tianning Zang, Yongzheng Zhang
Finding disposable domain names: A linguistics-based stacking approach. Comput. Networks 184 (2021)
Lei Cui, Zhiyu Hao, Yang Jiao, Haiqiang Fei, Xiaochun Yun
VulDetector: Detecting Vulnerabilities Using Weighted Feature Graph Comparison. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Jiang Xie, Shuhao Li, Xiaochun Yun, Yongzheng Zhang, Peng Chang
HSTF-Model: An HTTP-based Trojan detection model via the Hierarchical Spatio-temporal Features of Traffics. Comput. Secur. 96 (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng
Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. ICCS (3) (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng
Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. ISCC (2020)
Xiaolin Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural Network. ICCS (3) (2020)
Yaqiong Peng, Zhiyu Hao, Xiaochun Yun
Lock-Free Parallelization for Variance-Reduced Stochastic Gradient Descent on Streaming Data. IEEE Trans. Parallel Distributed Syst. 31 (9) (2020)
Xiaochun Yun, Ji Huang, Yipeng Wang, Tianning Zang, Yuan Zhou, Yongzheng Zhang
Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Guangjun Wu, Xiaochun Yun, Shupeng Wang, Ge Fu, Chao Li, Yong Liu, Binbin Li, Yong Wang, Zhihui Zhao
Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space. DASFAA (1) (2019)
Jia Li, Xiaochun Yun, Mao Tian, Jiang Xie, Shuhao Li, Yongzheng Zhang, Yu Zhou
A Method of HTTP Malicious Traffic Detection on Mobile Networks. WCNC (2019)
Rongrong Xi, Xiaochun Yun, Zhiyu Hao
Framework for risk assessment in cyber situational awareness. IET Inf. Secur. 13 (2) (2019)
Zhicheng Liu, Xiaochun Yun, Yongzheng Zhang, Yipeng Wang
CCGA: Clustering and Capturing Group Activities for DGA-Based Botnets Detection. TrustCom/BigDataSE (2019)
Chonghua Wang, Libo Yin, Jun Li, Xuehong Chen, Rongchao Yin, Xiaochun Yun, Yang Jiao, Zhiyu Hao
HProve: A Hypervisor Level Provenance System to Reconstruct Attack Story Caused by Kernel Malware. EAI Endorsed Trans. Security Safety 5 (18) (2019)
Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
A Method Based on Hierarchical Spatiotemporal Features for Trojan Traffic Detection. IPCCC (2019)
Yaqiong Peng, Xiaochun Yun, Zhiyu Hao
Fast Wait-Free Construction for Pool-Like Objects with Weakened Internal Order: Stacks as an Example. IEEE Trans. Parallel Distributed Syst. 30 (7) (2019)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng
Important Member Discovery of Attribution Trace Based on Relevant Circle (Short Paper). CollaborateCom (2018)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li
MalHunter: Performing a Timely Detection on Malicious Domains via a Single DNS Query. ICICS (2018)
Lei Cui, Zhiyu Hao, Lun Li, Xiaochun Yun
SnapFiner: A Page-Aware Snapshot System for Virtual Machines. IEEE Trans. Parallel Distributed Syst. 29 (11) (2018)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng
Community Discovery of Attribution Trace Based on Deep Learning Approach. ICICS (2018)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li
MalShoot: Shooting Malicious Domains Through Graph Embedding on Passive DNS Data. CollaborateCom (2018)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
Towards Robust and Accurate Similar Trajectory Discovery: Weak-Parametric Approaches. NAS (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
NSIM: A robust method to discover similar trajectories on cellular network location data. PIMRC (2017)
Chonghua Wang, Zhiyu Hao, Lei Cui, Xiangyu Zhang, Xiaochun Yun
Introspection-Based Memory Pruning for Live VM Migration. Int. J. Parallel Program. 45 (6) (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
Mining Users' Important Locations and Semantics on Cellular Network Data. DSC (2017)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li, Jun Xiao
Discovering Malicious Domains through Alias-Canonical Graph. TrustCom/BigDataSE/ICESS (2017)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng
NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. TrustCom/BigDataSE/ICESS (2017)
Yong Wang, Xiaochun Yun, Xi Wang, Shupeng Wang, Yongshang Wu
Efficient Data Blocking and Skipping Framework Applying Heuristic Rules. ICPADS (2017)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang
Rethinking robust and accurate application protocol identification. Comput. Networks 129 (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
MSTM: A novel map matching approach for low-sampling-rate trajectories. PIMRC (2017)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Guangjun Wu
A nonparametric approach to the automated protocol fingerprint inference. J. Netw. Comput. Appl. 99 (2017)
Chonghua Wang, Zhiyu Hao, Xiaochun Yun
NOR: Towards Non-intrusive, Real-Time and OS-agnostic Introspection for Virtual Machines in Cloud Environment. Inscrypt (2017)
Chonghua Wang, Shiqing Ma, Xiangyu Zhang, Junghwan Rhee, Xiaochun Yun, Zhiyu Hao
A Hypervisor Level Provenance System to Reconstruct Attack Story Caused by Kernel Malware. SecureComm (2017)
Yong Wang, Xiaochun Yun, Xi Wang, Shupeng Wang, Yongshang Wu
LBFM: Multi-Dimensional Membership Index for Block-Level Data Skipping. ISPA/IUCC (2017)
Lei Cui, Zhiyu Hao, Yaqiong Peng, Xiaochun Yun
Piccolo: A Fast and Efficient Rollback System for Virtual Machine Clusters. IEEE Trans. Parallel Distributed Syst. 28 (8) (2017)
Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang
How to Automatically Identify the Homology of Different Malware. Trustcom/BigDataSE/ISPA (2016)
Rongrong Xi, Xiaochun Yun, Zhiyu Hao
Study on Address Blocks with Inaccurate Geolocations of China's Internet. HPCC/SmartCity/DSS (2016)
Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang
Fast Reused Function Retrieval Method Based on Simhash and Inverted Index. Trustcom/BigDataSE/ISPA (2016)
Yongzheng Zhang, Xiaochun Yun
Modeling of Hierarchical Index System for Network Operation Security. ISCTCS (2012)
Yong Wang, Xiaochun Yun, Gang Xiong, Zhen Li, Yao Yao
Availability analysis of DNSSEC resolution and validation service. CHINACOM (2012)
Dai Lei, Xiaochun Yun, Xiao Jun
Optimizing Traffic Classification Using Hybrid Feature Selection. WAIM (2008)
Dai Lei, Chen You, Xiaochun Yun
Optimizing IP Flow Classification Using Feature Selection. PDCAT (2007)