Comment Spam
Steven Roddis
Presentation contains content which may be deemed inappropriate for some viewers.
This content has been included in such context where it’s solely for an educational purpose.
Statistics are valid as of 1st March 2007, and should not be relied upon.
Viewer Discretion is Advised.
Some Terms You Should Know
False Positive (α): –noun in the context of spam, it is marking something as spam when it is
not.
False Negative (β): –noun in the context of spam, it is
not marking something as spam when it is.
CAPTCHA –initialism Completely
Automated
Public
Turing test to tell
Computers and
Humans
Apart
Ham –adjective a
non-spam message.
What is Spam
Unsolicited bulk messages.
eg.email: Lower Abdominal Enlargement Ads. :: rolls eyes ::
eg.comment: 20 posts made in the space of 2 minutes from 58.65.232.169(

), that contain crap such as: “Britney Spears Naked…”
What is not Spam
Something that you do not want to receive, but asked for.
eg.email: That newsletter you signed up for last month and no longer want to receive.
eg.comment: A comment that you [
arbitrarily] don’t like.
What are CAPTCHAs?
Image Based:


Audio:
Math: 1 + 6 =
?
ASCII:
* - ;: / .;
- +#` , ;;
:@@@@@@@@@@@@@;, - `@@@@@@@@@@@@@@@@@@@@; < # .;@@@+: \ \ \ # +`
,+@@; ,;@@+` \ ,@@: :@@; ;@; :@@@@@@@; \ > | .@;
;@@: .@@+ , ;@: :@@; . \ +; ,@;` :#@@. / > ;@#`
;@@: ;@@: . +; = :@@; = :; `#. .@@, `,#@:
< ;@@: ,@@' > # \ , + :@@; .: :, #@` > - : ;@+
;@@: / .@@+ :@@; #: \ `: .@@`
;@@: :@@; , > ,@@; _ ;: / / :` #@;
;@@: `#@@` \ _ .@@; \ ,. : :@#
;@@: '@@, / | + .@@; \ ;@@+, > - ,. .@@:
:@@: `:+@+. .@@; > \ < `+@@@@@; > | ' +@+
:@@@@@@@@@@: + .@@' = `+, :@@@: > .; :@@`
:@@: :;@@;` \ .@@+ * + ,@@# # ;. \ .@@;
:@@: .#@#` \ .@@+ * . '@@. `@@@@@@@@@@#
:@@: :@@+ / .@@+ _ - ,@@. - :; :@@,
:@@: #@@, .@@' > / .@@. . `#. | `@@+
= :@@: '@@: , / - . .@@; \ .@@. :+ '@@`
:@@: '@@: .@@; - = , :@# * #: .@@:
:@@: #@@` < . .@@; , \ '@: * ,#` #@#
:@@; :@@; ,@@; , \ # - .@+ | \ +; :@@.
;@@+ :@@+ :@@' , + / :@;` .#+` / :@. `@@;
.:#@@@;` :'@@: / .:@@@@;: | :@@#: `;@'` .##. | #@@:
.@@@@@@@@@@@@#:: :@@@@@@@@@@+ = + ,;@@@@#:. < .@@@@@@@@; :@@@@@@@@+