• DocumentCode
    2480564
  • Title

    A first step towards automatic hoax detection

  • Author

    Hernández, Julio César ; Hernández, Carlos Javier ; Sierra, José María ; Ribagorda, Arturo

  • Author_Institution
    Comput. Security Group, Carlos III Univ., Madrid, Spain
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    102
  • Lastpage
    114
  • Abstract
    Recent hoaxes, specially virus-related hoaxes, have shown a previously unknown degree of danger. Although current policies against hoaxes are certainly helpful, their ability for dealing with them is very limited, especially against some of the new and more imaginative types of hoaxes outlined in this article. The expansion of the Internet, and the corresponding boost in hoax evolution, have increased the need for automatic detection tools, and everything suggests this need is going to grow in the near future. In this work, after a quick introduction to the past, present and future of hoaxes, their quick change rate and the difficulties and limits for their automatic detection are highlighted. The paper proposes two approaches: heuristics, which should be enough for dealing with the easiest and most common ones, and traffic analysis to fight the toughest.
  • Keywords
    Internet; computer viruses; fraud; Internet; automatic hoax detection; chain letter; computer virus related hoaxes; heuristics; traffic analysis; worm; Biological information theory; Computer science; Computer security; Computer viruses; Computer worms; Cost function; DNA; History; Internet; Power engineering and energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Security Technology, 2002. Proceedings. 36th Annual 2002 International Carnahan Conference on
  • Print_ISBN
    0-7803-7436-3
  • Type

    conf

  • DOI
    10.1109/CCST.2002.1049234
  • Filename
    1049234