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活动简介

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.

征稿信息

征稿范围

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

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重要日期
  • 会议日期

    12月06日

    2016

    12月09日

    2016

  • 12月09日 2016

    注册截止日期

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Tongji University
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