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Identifying Suspicious URLs: An Application of Large-Scale Online Learning Justin Ma JTMA @ CS . UCSD . EDU Lawrence K. Saul SAUL @ CS . UCSD . EDU
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Document Date: 2009-05-18 12:16:55


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Cambridge University Press / Neural Networks / MIT Press / Yahoo / Neural Information Processing Systems / eBay / Google / Cisco / SIAM Journal / WebSense / Microsoft / /

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France / Canada / United Kingdom / Finland / /

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Movie Release / /

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Online Algorithms Given / real-time system / classic algorithms / Online Learning Let / inner product / communications technologies / classical and recent algorithms / batch algorithms / Web page content / real time / Web Conference / Online Learning URLs / budget algorithms / Online Learning By / Web Reputation / canonical batch algorithm / Web Patrol / pharmaceuticals / classical and modern online learning algorithms / Online Learning We start / machine learning algorithm / Web filtering appliances / Internet criminals / Web crawling / classification infrastructure / malicious site / online classification problem / legitimate commercial Web site / Internet users / Internet service / Web site content / prolific phishing site / online classifier / malicious Web sites / classical algorithm / Web-based Malware / Web quality guidelines scores / online classifiers / Online Learning / online learning approaches / rogue Web sites / online learning algorithms / Online Learning PA / Web site host / real-time source / online methods / recent online algorithms / large Web mail / Online Learning Acknowledgments We / malicious Web / search engines / batch learning algorithms / lightweight real-time classification / online algorithm / online algorithms / prominent and undesirable Internet scourge / kernel-based algorithms / Online Learning Cumulative error rate / /

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Organization

Cambridge University / EDU Department of Computer Science & Engineering / UCSD Center for Networked Systems / National Science Foundation / MIT / /

Person

Lawrence K. Saul / Geoffrey M. Voelker / Fernando Pereira / Mark Dredze / Boris Babenko / Stefan Savage / Koby Crammer / Justin Ma / /

Position

feature collector / author / King / Probabilistic Model for Information Storage / Singer / registrar / /

Product

URL / URLs / /

ProgrammingLanguage

php / PASCAL / C / /

ProvinceOrState

Virginia / Connecticut / California / Alberta / South Dakota / Pennsylvania / /

PublishedMedium

SIAM Journal on Computing / Machine Learning / Psychological Review / Journal of Machine Learning Research / /

Technology

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http /

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