SUPPORTING COLLABORATION AMONG CYBER SECURITY ANALYSTS THROUGH VISUALIZING THEIR ANALYTICAL REASONING PROCESSES

被引:0
|
作者
Thomas, Lindsey [1 ]
Vaughan, Adam [1 ]
Courtney, Zachary [1 ]
Zhong, Chen [1 ]
Alnusair, Awny [1 ]
机构
[1] Indiana Univ Kokomo, Dept Informat & Comp Sci, Kokomo, IN 46902 USA
关键词
Cybersecurity analysis; cyber-enabled multimedia data; multimedia data analysis; cyber analysts collaboration; cybersecurity visualization; usable visual maps;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
When a cyber-attack occurred, cyber-defense analysts are faced with large amounts of complex multimedia data in various forms of modality that comes from network monitoring systems and multimedia databases. A real-time response requires analysts to quickly exchange their findings and effectively divide the tasks amongst each other. We proposes a cyber analysis collaboration support system that captures and integrates the analytical process of analysts based on a cognitive model. The system uses a semi-structured representation with a visualization map that visualizes and integrates the analytical process of analysts. The map is designed with usability, accessibility, and User Experience (UX) measures in mind to enable analysts to access each others actions, observations of suspicious network events, and hypotheses about potential cyber-attacks. We evaluated the system with human subjects. The results show that the system enabled the subjects to branch off their hypotheses about possible attacks and to divide their tasks efficiently.
引用
收藏
页数:6
相关论文
共 7 条
  • [1] Visualizing Flow of Uncertainty through Analytical Processes
    Wu, Yingcai
    Yuan, Guo-Xun
    Ma, Kwan-Liu
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2012, 18 (12) : 2526 - 2535
  • [2] Scalable visual reasoning: Supporting collaboration through distributed analysis
    Pike, William A.
    May, Richard
    Baddeley, Bob
    Riensche, Roderick
    Bruce, Joe
    Younkin, Katarina
    CTS 2007: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON COLLABORATIVE TECHNOLOGIES AND SYSTEMS, 2007, : 24 - 32
  • [3] Collaboration among eldercare workers: barriers, facilitators and supporting processes
    Jakobsen, Louise M.
    Albertsen, Karen
    Jorgensen, Anette F. B.
    Greiner, Birgit A.
    Rugulies, Reiner
    SCANDINAVIAN JOURNAL OF CARING SCIENCES, 2018, 32 (03) : 1127 - 1137
  • [4] Let's Verify Linux: Accelerated Learning of Analytical Reasoning through Automation and Collaboration
    Kothari, Suresh
    Tamrawi, Ahmed
    Sauceda, Jeremias
    Mathews, Jon
    2016 IEEE/ACM 38TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING COMPANION (ICSE-C), 2016, : 394 - 403
  • [5] Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes
    Gil, Yolanda
    Michel, Felix
    Ratnakar, Varun
    Read, Jordan
    Hauder, Matheus
    Duffy, Christopher
    Hanson, Paul
    Dugan, Hilary
    SEMANTIC WEB: LATEST ADVANCES AND NEW DOMAINS, ESWC 2015, 2015, 9088 : 591 - 605
  • [6] Supporting adaptiveness of cyber-physical processes through action-based formalisms
    Marrella, Andrea
    Mecella, Massimo
    Sardina, Sebastian
    AI COMMUNICATIONS, 2018, 31 (01) : 47 - 74
  • [7] Enhancing Community Safety and Security Through Understanding Interagency Collaboration in Cyber-Terrorism Exercises
    Solansky, Stephanie T.
    Beck, Tammy E.
    ADMINISTRATION & SOCIETY, 2009, 40 (08) : 852 - 875