iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network

@article{Zhang2018iDetectorAU,
  title={iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network},
  author={Yiming Zhang and Yujie Fan and Shifu Hou and J. Liu and Yanfang Ye and T. Bourlai},
  journal={2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)},
  year={2018},
  pages={1071-1078}
}
  • Yiming Zhang, Yujie Fan, +3 authors T. Bourlai
  • Published 2018
  • Computer Science
  • 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
  • Online underground forums have been widely used by cybercriminals to trade the illicit products, resources and services, which have played a central role in the cybercrim-inal ecosystem. Unfortunately, due to the number of forums, their size, and the expertise required, it's infeasible to perform manual exploration to understand their behavioral processes. In this paper, we propose a novel framework named iDetector to automate the analysis of underground forums for the detection of cybercrime… CONTINUE READING
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    References

    SHOWING 1-10 OF 45 REFERENCES
    Tools for Automated Analysis of Cybercriminal Markets
    • 37
    • PDF
    Seeking Nonsense, Looking for Trouble: Efficient Promotional-Infection Detection through Semantic Inconsistency Search
    • 17
    • PDF
    Examining the Forces Shaping Cybercrime Markets Online
    • 96
    Framing Dependencies Introduced by Underground Commoditization
    • 90
    • Highly Influential
    • PDF
    Combining file content and file relations for cloud based malware detection
    • 70
    • PDF
    Exploring hacker assets in underground forums
    • 44
    • PDF
    Measuring the Longitudinal Evolution of the Online Anonymous Marketplace Ecosystem
    • 251
    • PDF
    How to Learn Klingon without a Dictionary: Detection and Measurement of Black Keywords Used by the Underground Economy
    • 15
    • PDF
    An analysis of underground forums
    • 244
    • PDF