• DocumentCode
    725719
  • Title

    Exploring hacker assets in underground forums

  • Author

    Samtani, Sagar ; Chinn, Ryan ; Hsinchun Chen

  • Author_Institution
    Dept. of Manage. Inf. Syst., Univ. of Arizona, Tucson, AZ, USA
  • fYear
    2015
  • fDate
    27-29 May 2015
  • Firstpage
    31
  • Lastpage
    36
  • Abstract
    Many large companies today face the risk of data breaches via malicious software, compromising their business. These types of attacks are usually executed using hacker assets. Researching hacker assets within underground communities can help identify the tools which may be used in a cyberattack, provide knowledge on how to implement and use such assets and assist in organizing tools in a manner conducive to ethical reuse and education. This study aims to understand the functions and characteristics of assets in hacker forums by applying classification and topic modeling techniques. This research contributes to hacker literature by gaining a deeper understanding of hacker assets in well-known forums and organizing them in a fashion conducive to educational reuse. Additionally, companies can apply our framework to forums of their choosing to extract their assets and appropriate functions.
  • Keywords
    Internet; computer crime; pattern classification; attack types; classification techniques; cyberattack; data breaches; educational reuse; ethical reuse; hacker assets; hacker forums; malicious software; topic modeling techniques; underground communities; underground forums; Decision support systems; Feature extraction; Labeling; Resource management; Support vector machines; Tutorials; cybersecurity; hacker assets; topic modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence and Security Informatics (ISI), 2015 IEEE International Conference on
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    978-1-4799-9888-3
  • Type

    conf

  • DOI
    10.1109/ISI.2015.7165935
  • Filename
    7165935