BEWARE OF RO BOTS. HOW DO YOU IDENTIFY A ROBOT?
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Transcript of BEWARE OF RO BOTS. HOW DO YOU IDENTIFY A ROBOT?
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BEWARE OF ROBOTS
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HOW DO YOU IDENTIFY A ROBOT?
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BOTS AND SECURITY
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WHAT ARE BAD GUYS DOING WITH BOTNETS?
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CLICK FRAUD
• Pay-per-click model• $23B in annual revenue• >$100K per minute• One main incentive• Many methods
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A REAL EXAMPLE
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CREATING A SUCCESSFUL BOT• To successfully imitate a crowd attackers need to vary• Screen resolution• Timezone• Browser version• Language• Fonts• Browser Plugins• Type of Pointing Device• Many other browser features
Source: http://www.infoq.com/
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GENERALIZED ATTACK MITIGATION
Prevention
Removing Attack
incentives
Reducing AttackSurface
Disrupting &
Deflecting AttacksReal-
TimedDetection
Real-Time Detection
Near Real-Time
DetectionBatch Detection
& Invistigati
on
BatchDetection
Rules
ProactiveManual
InvestigationData Feeds
Reactive Manual
Investigation
Reactive Investigat
ion