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管理科学学术论坛之六十一

发布者:tangxiaoling   发布时间:2018-03-30 15:41:27   浏览数: 次   [ 返回 ]


演讲题目:Data Analytics for Cyber Network Intrusion Detection
演讲人:杨龙枝(英国诺桑比亚大学高级讲师)

  间:201849日(周一)下午14:30

  点:嘉庚二(成枫楼)208

主持人:傅馨(厦门大学管理学院管理科学系副教授)


    :
Data analytics techniques have been applied widely in real-world applications. Cyber network intrusion is a growing threat with potential serious impacts, which can be damaging in multiple ways to network infrastructures and digital/intellectual assets within the cyber space. The most commonly employed approach to combating network intrusion is the development of attack detection systems by applying machine learning and data mining techniques. These systems identify and disconnect malicious network traffic, and thus help protect networks. This talk will discuss two groups of commonly used intrusion detection systems using fuzzy logic and artificial neural networks, based on the widely used dataset KDD 99. From this, the key challenges and opportunities in addressing cyber-attacks using artificial intelligence techniques are summarised. The talk ends with the discussions on future directions of cyber security systems.



个人简介:
Dr. Longzhi Yang (MBCS, SMIEEE, FHEA), is a senior lecturer in computer science, and the programmer cluster leader of computer networks, cyber security and digital forensics programmes at Northumbria University. He is also the chair of IEEE Special Interest Group of Big Data for Cyber Security and Privacy. His research interest include machine learning, intelligent control systems and the application of such techniques in real-world uncertain environments such as computer visions, cyber security, robotics, manufacturing and smart control. He is the general chair of the 8th EAI International Conference on Cloud Computing and the Poster Chair of British Machine Vision Conference (BMVC-2018). Dr Yang has organised multiple special sessions and issues in international conferences and journals, and he is the invited reviewer for over 30 international journals, including over 10 IEEE transactions, and the technical programme committee member of over 30 international conferences. He has published over 50 peer reviewed academic papers, with some appeared in the best ones in the fields, such as IEEE Transactions on Fuzzy Systems. He was the recipient of two best paper awards and a number of IEEE CIS travel grants.