• DocumentCode
    3751094
  • Title

    Sandboxing and reasoning on malware infection trees

  • Author

    Krishnendu Ghosh;Jose Andre Morales;William Casey;Bud Mishra

  • Author_Institution
    Dept. of Comp. & Info. Tech. Miami University Hamilton, OH., USA
  • fYear
    2015
  • Firstpage
    69
  • Lastpage
    73
  • Abstract
    Malware infection trees are computational structures for analyzing and identifying different processes and files during the execution of malware. In this paper, we describe a sandboxing-based formalization to predict malware behaviors such as the possibility of file and process creation. Model checking is used as a querying mechanism on a labeled transition system representing a malware infection tree. We evaluate computational feasibility of our formalism using a case study on Backdoor.WIN32.Poison malware and behavior specified by malware infection trees.
  • Keywords
    "Malware","Model checking","Computational modeling","Probabilistic logic","Markov processes","Cognition"
  • Publisher
    ieee
  • Conference_Titel
    Malicious and Unwanted Software (MALWARE), 2015 10th International Conference on
  • Print_ISBN
    978-1-5090-0317-4
  • Type

    conf

  • DOI
    10.1109/MALWARE.2015.7413686
  • Filename
    7413686