Cyber-attacks are the dark side of the information society and have posed malicious threats to the society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks, but also because of the large scale and complexity of today’s often virtualised IT infrastructures.
When a significant amount of data is collected from the computer systems operations and monitoring, intelligent big-data analytical techniques are necessary to mine, interpret and visualise such data. To mitigate existing cyber security threats, it is important that cyber-attack detection and security analysis take advantage of big-data analytical techniques. Big data provides a systemic approach, from capturing of IT operation data, through data processing and event correlation, to anomaly detection and response decision.
This Workshop will focus on cutting-edge methods, techniques and systems from both academia and industry, with a particular emphasis on novel techniques to mine, interpret and visualise big-data from a wide range of systems monitoring sources that can be applied in threat intelligence, and cyber-attack detection, cyber security.
Indicative topics for the workshop include:
Anomaly detection based on for big data analytics
Big data analytic techniques for cyber defence and cyber intelligence
Big data based techniques for combating advanced cyber threats
Big data processing platforms (e.g., Hadoop) and services for cyber security, cyber defence, computer and network security
Big data sharing, visualization and/or exploration (e.g. contextualizing security incidents)
Data mining methods for detection of cyber attacks
High-speed querying of big data for cyber intelligence
Incident management and cyber security visualisation in complex computer and network systems
intelligence techniques for advanced persistent threats detection
Machine leaning methods for detection of cyber attacks
Real-time correlation and analysis of big data for cyber intelligence
Real-time sniffing and monitoring of complex computer and network systems
Security analytics for cloud computing
Security analytics for computer systems and networks
Security information and event management (SIEM)
Security intelligence and cyber defence operations centres for large enterprises and national public services
Vulnerability analysis and modelling of complex computer and network systems
12月06日
2016
12月09日
2016
注册截止日期
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