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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Weidong Cui Katz, R.H. Wai-tian Tan |
| Copyright Year | 2005 |
| Description | Author affiliation: California Univ., Berkeley, CA (Weidong Cui; Katz, R.H.; Wai-tian Tan) |
| Abstract | An increasing variety of malware, such as worms, spyware and adware, threatens both personal and business computing. Remotely controlled bot networks of compromised systems are growing quickly. In this paper, we tackle the problem of automated detection of break-ins caused by unknown malware targeting personal computers. We develop a host based system, BINDER (Break-IN DEtectoR), to detect break-ins by capturing user unintended malicious outbound connections (referred to as extrusions). To infer user intent, BINDER correlates outbound connections with user-driven input at the process level under the assumption that user intent is implied by user-driven input. Thus BINDER can detect a large class of unknown malware such as worms, spyware and adware without requiring signatures. We have successfully used BINDER to detect real world spyware on daily used computers and email worms on a controlled testbed with very small false positives |
| Starting Page | 10 |
| Ending Page | 370 |
| File Size | 424631 |
| Page Count | 361 |
| File Format | |
| ISBN | 0769524613 |
| ISSN | 10639527 |
| DOI | 10.1109/CSAC.2005.19 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-12-05 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Detectors Microcomputers Computer worms Business Control systems Protection Computer networks Computer security Laboratories Automatic control |
| Content Type | Text |
| Resource Type | Article |
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