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Articles, softwares and blog posts related to data mining

How Good are Humans at Solving CAPTCHAs A Large Scale Evaluation

We perform a mass-scale user study on how people react to the 21 most popular captcha schemes (13 images, 8 audios). This study reveals that even the most popular captchas scheme are often difficult for humans, with audio captchas being particularly problematic.

captcha
study
web security

State of the Art Automated Black-Box Web Application Vulnerability Testing

We evaluate the effectiveness of the most popular web automated vulnerability scanners and analyze how effective they are at detecting various vulnerabilities (XSS, CSRF, SQLi�). We also test how good they are at crawling websites and discovering non-standard links (flash, java, AJAX)

study
web security
data mining

TrackBack Spam Abuse and Prevention

We conducted a longitudinal study of TrackBack spam, collecting and analyzing almost 10 million samples from a massive spam campaign over a 1 period. We report our finding including where the spam campaign leads and why blog spammers are different than email spammers.

blog
study
web security

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Researcher at Google, specializing in Internet security and privacy.

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