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6 Cards in this Set

  • Front
  • Back
What are some of the ways you can fraud Search?
1. automatically generated content (paragraphs of random text that makes no sense)

2. link schemes

3. cloaking
4. sneaky redirects
6. doorway pages

7. scraped content
8. affiliate programs that add little value

9. irrelevant keywords
5. hidden text or links
11. abused rich snippet markups

10. malicious behavior
12. automated queries
What are some ways you can detect Search fraud?
Determine if search result is good

Determine if metrics used in PageRank are accurate
-improve spider to act like user
-
What are some ways you can fraud Ads?
Invalid clicks
Fraudulent clicks

AdSense people click their own ads
AdWord people click competitor ads

Ad policy violations
-quality of site cheating
-ad text
What are some ways you can detect Ads fraud?
Information about the clicker
-Location
-IP address
-history of clicks, # and spread
-time spent on sites (publisher and advertiser)

Information about the publisher
-Quality (webmaster metrics)
-Number of ads (considering type)
-Ratio of ads to content
-Pageviews
-Time on site
-Ad impressions
-Clicks

Information about advertiser
-Relevance to publisher content

Environment at time of click
-How many ads were clicked, how many times, and how relevant to the website was the ad that was clicked relative to the other ads presented

All put together
Can probably create a model that creates statistical probability that a certain number of clicks were to occur on an ad of particular relevance relative to the sight and in a particular location and agent to other ads with particular attributes. Anything outside of this model could be considered improbable and an aberration worth investigating
What are some ways you can fraud Wallet?
Phishing
Spoofing
Malware

-Someone getting access to info and charging unauthorized
What are some ways you can detect Wallet fraud?
Location of purchase
-Online (website)
-Physical (city)

Medium used
-which account
-which computer
-what payment method?
-how secure was the transaction?

What was purchased?
-compare against normal purchase habits, locations and products
-compare against common fraudulent purchases

How much is spent in how much time?
-compare against fraud history
-compare against user's previous use


Ask user
-Hold payment transfer until the user verifies it's all good