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» Detection of New Malicious Code Using N-grams Signatures
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PST
2004
14 years 6 days ago
Detection of New Malicious Code Using N-grams Signatures
Signature-based malicious code detection is the standard technique in all commercial anti-virus software. This method can detect a virus only after the virus has appeared and cause...
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, Ray...
ISI
2007
Springer
13 years 10 months ago
Host Based Intrusion Detection using Machine Learning
—Detecting unknown malicious code (malcode) is a challenging task. Current common solutions, such as anti-virus tools, rely heavily on prior explicit knowledge of specific instan...
Robert Moskovitch, Shay Pluderman, Ido Gus, Dima S...
USENIX
2001
14 years 6 days ago
MEF: Malicious Email Filter - A UNIX Mail Filter That Detects Malicious Windows Executables
We present Malicious Email Filter, MEF, a freely distributed malicious binary filter incorporated into Procmail that can detect malicious Windows attachments by integrating with a...
Matthew G. Schultz, Eleazar Eskin, Erez Zadok, Man...
COMPSAC
2004
IEEE
14 years 2 months ago
N-Gram-Based Detection of New Malicious Code
The current commercial anti-virus software detects a virus only after the virus has appeared and caused damage. Motivated by the standard signature-based technique for detecting v...
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, Ray...
WWW
2010
ACM
14 years 5 months ago
Detection and analysis of drive-by-download attacks and malicious JavaScript code
JavaScript is a browser scripting language that allows developers to create sophisticated client-side interfaces for web applications. However, JavaScript code is also used to car...
Marco Cova, Christopher Krügel, Giovanni Vign...