Our experiments show that our approach can effectively detect running mali- cious code on an end user's host with a small overhead. 1 Introduction. Malicious ...
Abstract. Malware is one of the most serious security threats on the Internet today. In fact, most Internet problems such.
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Our approach first analyzes a malware program in a controlled environment to build a model that characterizes its behavior. Such models describe the information ...
A novel malware detection approach is proposed that is both effective and efficient, and thus, can be used to replace or complement traditional antivirus ...
Aug 10, 2009 · Our approach first analyzes a malware program in a controlled environment to build a model that characterizes its behavior. Such models describe ...
These models concentrate on the features of a specific malware instance, and are often easily evadable by obfuscation or polymorphism. Also, detectors that ...
James H. Rudy Professor, Director of Center for Security Informatics (CSI)
Effective and efficient malware detection at the end host. Authors. Clemens Kolbitsch , Paolo Milani Comparetti , Christopher Kruegel , Engin Kirda , Xiaoyong ...
Abstract—To detect bots, a lot of detection approaches have been proposed at host or network level so far and both ap- proaches have clear advantages and ...
Apr 27, 2024 · In this paper we present MADAM, a novel host-based malware detection system for Android devices which simultaneously analyzes and correlates ...