Detection of Denial-of-Service Attacks Based on Computer Vision Techniques
Journal Article
Tan, Z., Jamdagni, A., He, X., Nanda, P., Liu, R. P., & Hu, J. (2015)
Detection of Denial-of-Service Attacks Based on Computer Vision Techniques. IEEE Transactions on Computers, 64(9), 2519-2533. https://doi.org/10.1109/tc.2014.2375218
Detection of Denial-of-Service (DoS) attacks has attracted researchers since 1990s. A variety of detection systems has been proposed to achieve this task. Unlike the existing ...
Towards Designing an Email Classification System Using Multi-view Based Semi-supervised Learning
Conference Proceeding
Li, W., Meng, W., Tan, Z., & Xiang, Y. (2014)
Towards Designing an Email Classification System Using Multi-view Based Semi-supervised Learning. In 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications,, (174-181). https://doi.org/10.1109/trustcom.2014.26
The goal of email classification is to classify user emails into spam and legitimate ones. Many supervised learning algorithms have been invented in this domain to accomplish ...
Hybrid Tree-rule Firewall for High Speed Data Transmission
Journal Article
Chomsiri, T., He, X., Nanda, P., & Tan, Z. (2016)
Hybrid Tree-rule Firewall for High Speed Data Transmission. IEEE transactions on cloud computing, 1-1. https://doi.org/10.1109/tcc.2016.2554548
Traditional firewalls employ listed rules in both configuration and process phases to regulate network traffic. However, configuring a firewall with listed rules may create ru...
RePIDS: A multi tier Real-time Payload-based Intrusion Detection System
Journal Article
Jamdagni, A., Tan, Z., He, X., Nanda, P., & Liu, R. P. (2013)
RePIDS: A multi tier Real-time Payload-based Intrusion Detection System. Computer Networks, 57(3), 811-824. https://doi.org/10.1016/j.comnet.2012.10.002
Intrusion Detection System (IDS) deals with huge amount of network traffic and uses large feature set to discriminate normal pattern and intrusive pattern. However, most of ex...
Triangle-Area-Based Multivariate Correlation Analysis for Effective Denial-of-Service Attack Detection
Conference Proceeding
Tan, Z., Jamdagni, A., He, X., Nanda, P., & Liu, R. P. (2012)
Triangle-Area-Based Multivariate Correlation Analysis for Effective Denial-of-Service Attack Detection. https://doi.org/10.1109/trustcom.2012.284
Cloud computing plays an important role in current converged networks. It brings convenience of accessing services and information to users regardless of location and time. Ho...
A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis
Journal Article
Tan, Z., Jamdagni, A., He, X., Nanda, P., & Ping Liu, R. (2014)
A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis. IEEE Transactions on Parallel and Distributed Systems, 25(2), 447-456. https://doi.org/10.1109/tpds.2013.146
Interconnected systems, such as Web servers, database servers, cloud computing servers and so on, are now under threads from network attackers. As one of most common and aggre...
A Stateful Mechanism for the Tree-Rule Firewall
Conference Proceeding
Chomsiri, T., He, X., Nanda, P., & Tan, Z. (2014)
A Stateful Mechanism for the Tree-Rule Firewall. In 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, (122-129). https://doi.org/10.1109/trustcom.2014.20
In this paper, we propose a novel connection tracking mechanism for Tree-rule firewall which essentially organizes firewall rules in a designated Tree structure. A new firewal...
A nonlinear correlation measure for Intrusion Detection
Presentation / Conference
Ambusaidi, M., Lu, L. F., He, X., Tan, Z., Jamdagni, A., & Nanda, P. (2012, November)
A nonlinear correlation measure for Intrusion Detection. Paper presented at The 7th International Conference on Frontier of Computer Science and Technology (FCST-12
The popularity of using internet contains some risks of network attacks. It has attracted the attention of many researchers to overcome this problem. One of the effective ways...
Security for Cyber-Physical Systems in Healthcare
Book Chapter
Saleem, K., Tan, Z., & Buchanan, W. (2017)
Security for Cyber-Physical Systems in Healthcare. In Health 4.0: How Virtualization and Big Data are Revolutionizing Healthcare (233-251). Springer. https://doi.org/10.1007/978-3-319-47617-9_12
The great leap forward of cyber-physical systems has made provision for future personalized medicine. However, these systems are prone to cyber attacks. To provide patients wi...
Intrusion detection method based on nonlinear correlation measure
Journal Article
Ambusaidi, M. A., Tan, Z., He, X., Nanda, P., Lu, L. F., & Jamdagni, A. (2014)
Intrusion detection method based on nonlinear correlation measure. International Journal of Internet Protocol Technology, 8(2/3), 77. https://doi.org/10.1504/ijipt.2014.066377
Cyber crimes and malicious network activities have posed serious threats to the entire internet and its users. This issue is becoming more critical, as network-based services,...