URL Reputation

Donated on 10/14/2009

Anonymized 120-day subset of the ICML-09 URL data containing 2.4 million examples and 3.2 million features.

Dataset Characteristics

Multivariate, Time-Series

Subject Area

Computer Science

Associated Tasks

Classification

Feature Type

Integer, Real

# Instances

2396130

# Features

3231961

Dataset Information

Additional Information

Uncompressing the archive url_svmlight.tar.gz will yield a directory url_svmlight/ containing the following files: * FeatureTypes --- A text file list of feature indices that correspond to real-valued features. * DayX.svm (where X is an integer from 0 to 120) --- The data for day X in SVM-light format. A label of +1 corresponds to a malicious URL and -1 corresponds to a benign URL.

Has Missing Values?

No

Variable Information

Attributes are anonymized, but correspond to lexical and host-based features gathered for each URL.

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Creators

Justin Ma

Lawrence Saul

Stefan Savage

Geoffrey Voelker

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