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February 02nd, 2012

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HomeArticlesPanorama: Capturing System-wide Information Flow for Malware Detection and Analysis

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Panorama: Capturing System-wide Information Flow for Malware Detection and Analysis

by Heng Yin, Dawn Song, Manuel Egele, Christopher Kruegel, Engin Kirda

AUTHORS' DESCRIPTION

Malicious programs spy on users’ behavior and compromise their privacy. Even software from reputable vendors, such as Google Desktop and Sony DRM media player, may perform undesirable actions. Unfortunately, existing techniques for detecting malware and analyzing unknown code samples are insufficient and have significant shortcomings. We observe that malicious information access and processing behavior is the fundamental trait of numerous malware categories breaching users’ privacy (including keyloggers, password thieves, network sniffers, stealth backdoors, spyware and rootkits), which separates these malicious applications from benign software. We propose a system, Panorama, to detect and analyze malware by capturing this fundamental trait. In our extensive experiments, Panorama successfully detected all the malware samples and had very few false positives. Furthermore, by using Google Desktop as a case study, we show that our system can accurately capture its information access and processing behavior, and we can confirm that it does send back sensitive information to remote servers in certain settings. We believe that a system such as Panorama will offer indispensable assistance to code analysts and malware researchers by enabling them to quickly comprehend the behavior and innerworkings of an unknown sample.


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HomeArticlesPanorama: Capturing System-wide Information Flow for Malware Detection and Analysis

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Installing computer monitoring tools on computers you do not own or do not have permission to monitor may violate local, state or federal law.

Logging other people's keystrokes or breaking into other people's computer without their permission can be considered illegal by the courts of many countries. The monitoring software reviewed here is ONLY for authorized system administrators and/or owners of computers. We assume no liability and are not responsible for any misuse or damage caused by the keylogging software. The end user of this software is obliged to obey all applicable local, state, federal and other laws in his country of residence.