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Spam, Phishing, and Online Scams: A View from the Network-Level


Google Tech Talks June, 13 2008 ABSTRACT The Internet is overrun with spam: Recent estimates suggest that spam constitutes about 95% of all email traffic. Beyond simply being a nuisance, spam exhausts network resources and can also serve as a vector for other types of attacks, including phishing attacks and online scams. Conventional approaches to stopping these types of attacks typically rely on a combination of the reputation of a sender’s IP address and the contents of the message. Unfortunately, these features are brittle. Spammers can easily change the IP addresses from which they send spam and the content that they use as the “cover medium” for the email message itself. In this talk, I will describe a new, complementary approach to stopping unwanted email traffic on the Internet: Rather than classifying spam based on either the content of the message or the identity of the sender, we classify email messages based on how the spam is being sent and the properties of the spamming infrastructure. I will first summarize the highlights of a 13-month study of the network-level behavior of spammers using data from a large spam trap. I will then describe a new approach to spammer classification called “behavioral blacklisting” and present a detailed study of network-level features that can be used to identify spammers. Often these features can classify a spammer on the first packet received from that sender, without even receiving the message. I will conclude by describing

23 comments to Spam, Phishing, and Online Scams: A View from the Network-Level

  • IPAWNMYQUEENS

    and when i ever find out that you or any of the other guys i hate get to see the sae content in watching on the net in reallly gonny f+ck you up so hard you wont believe in your wildest nightnares

  • IPAWNMYQUEENS

    i hate u so uch

  • capricornGTR

    Easy rule. If you get something in your mail and it involves money it’s spam/scam. temp IP’s Their not gone it’s “piggy backing”. And no it’s not boring it’s called education.

  • WTFranky1

    OMFG tl;dw like srsly cant u make this thing shorter o.O

  • cingasong

    lol this a damm movie!

  • Smoothiez01

    WOOOW I never thought you can get a vid over 10 mins =/

  • asdf2424

    zZzZzZzZzZ BORING!

  • Shifty726

    lol 17k views

  • Cutegoofoff

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  • internetscams

    scam alert!!! Jeff Paul’s program- shortcut to internet millions is a scam

  • bustedandexposed

    Busted and Exposed is all about exposing scams, fraud, cheaters, liars and more. Post your responce and signed up. Let’s put a end to this.

  • vdestephano

    I think this was one of the most informative presentations on spam. I was targeted by a spammer who also came to a college I was attending in Vermont.

  • NiGhtMarEs0nWax

    what you mean network administrators? kay….

  • RoadToDawn51

    I can’t get past 10 min! Takes too long…

  • realnewmoney

    Anybody out there ever heard of 6 dgr the website like myspace that pays u to get other people to join up. It’s free so come to my page to get the run down on it and sign up. HONEST TO GOD IT’S TOTALLY FREE!!!!!!!! When u sign up read carefully.

  • deweyperez83

    I think youtube should delete all those spams that say “” youre gonna die if you dont post this into other videos”"”

  • snowninja7842

    TL;DW faggot

  • Seraku15

    this video is over an hour, are you insane! who ever watches this whole thing seriously needs to get off the computer

  • strangeblueshapes

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  • rluix

    zzzzzzzzzzzzzz….

  • euro3b

    he says UMMM to much

  • o0o0o0AH0o0o0o

    Eric Q. Webber fell in a well. And if you report this in the next 15 seconds Peter Pan will grant you a wish. =)

  • ivshapiro

    Uh go google?

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