Typo-Squatting: a Nuisance or a Threat to Your Traffic?

Typo-Squatting: a Nuisance or a Threat to Your Traffic? Mishari Almishari

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction - Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction - Goal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction - Challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction - Contribution ,[object Object],[object Object]

Background – Domain Parking ,[object Object]

Background – Domain Parking ,[object Object],[object Object],[object Object],[object Object]

Methodology ,[object Object],[object Object]

Methodology - Data Collection ,[object Object],[object Object],[object Object],[object Object],[object Object]

Methodology - Data Collection UCI NET INTERNET UCI Resolver Our Machine DATE TIME HASHED-IP DOMAIN TYPE CLASS USER QUERY

Methodology – Identify Typo-squatting Domain ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Methodology – Identify Typo-squatting Domains ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Need to Identify Hijacking Intention

Methodology – Identify Typo-squatting Domain ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Parked Domain as the indicator

Methodology – Identify Typo-squatting Domain Similar Domain Parked Domain Typo-Squatting Domain AND

Methodology – Identify Typo-squatting Domain ,[object Object],[object Object],[object Object],[object Object],[object Object]

Methodology - Summary Identify Similar Domains Identify Parked Domains List of Typo-squatting Domains

Parked Domain Classifier Build Data Set Extract Core Features Combine Into Classifier

Data Set ,[object Object],[object Object],[object Object],[object Object],[object Object]

Feature Selection ,[object Object],[object Object],[object Object]

Combining Features Into Classifier ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

DATA Sets ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Typo-Squatting Domains & Hits ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Typo-squatting Ratio ,[object Object],[object Object]

User Correction Ratio – Alexa-500 ,[object Object],[object Object]

Potential Hit Loss ,[object Object],[object Object]

Potential Money Loss ,[object Object],[object Object],[object Object]

Non-existing Similar Domains ,[object Object],[object Object],[object Object]

Typo-Squatting Distribution ,[object Object]

Top Ten Typo-squatting Domains ,[object Object]

Top Ten Target Domains ,[object Object],[object Object]

Typo Characterization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Typo-squatting Domains – TP60 ,[object Object],[object Object],[object Object]

Future Work ,[object Object],[object Object],[object Object],[object Object]

Related Work ,[object Object],[object Object],[object Object]

Conclusion ,[object Object],[object Object],[object Object],[object Object]

Typo-Squatting: a Nuisance or a Threat to Your Traffic?

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