By Ebrima N. Ceesay, Jingmin Zhou, Michael Gertz, Karl Levitt, Matt Bishop (auth.), Roland Büschkes, Pavel Laskov (eds.)
ISBN-10: 354036014X
ISBN-13: 9783540360148
This ebook constitutes the refereed lawsuits of the 3rd overseas convention on Detection of Intrusions and Malware, and Vulnerability evaluate, DIMVA 2006, held in Berlin, Germany in July 2006.
The eleven revised complete papers provided have been conscientiously reviewed and chosen from forty-one submissions. The papers are geared up in topical sections on code research, intrusion detection, danger safety and reaction, malware and forensics, and deployment scenarios.
Read or Download Detection of Intrusions and Malware & Vulnerability Assessment: Third International Conference, DIMVA 2006, Berlin, Germany, July 13-14, 2006. Proceedings PDF
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Additional info for Detection of Intrusions and Malware & Vulnerability Assessment: Third International Conference, DIMVA 2006, Berlin, Germany, July 13-14, 2006. Proceedings
Example text
5 shows a slightly more complicated case, which is also handled by our analysis. Here, the value of the variable $y is not immediately used as an index into the $_GET array but through the use of the intermediate variable $x. To determine the value of $x in this case, we (again) search backwards for the first assignment statement to the variable. This time, however, another variable $y is used as the value in the assignment. Thus, we have to continue the backtracking process; this time attempting to identify the value of $y.
Here we show some results obtained by our method described before using twoclass SVM. In order to make it possible to perform two-class SVM processing, for user i, we used i’s first 5000 commands as i’s self examples and the others’ first 5000 commands as non-self examples in the experiments. All experiments run on a machine with a Pentium III 1400MHz CPU and 512MB main memory. 04 seconds for training and detection processes, respectively. Figure 12 shows receiver operation characteristic curves (ROC curves) of the 50 users.
To determine the value of $x in this case, we (again) search backwards for the first assignment statement to the variable. This time, however, another variable $y is used as the value in the assignment. Thus, we have to continue the backtracking process; this time attempting to identify the value of $y. Note that in our current analysis, we only handle constants and variables on the righthand side of an assignment. When a more complex expression is encountered, the intra-procedural analysis terminates without result.
Detection of Intrusions and Malware & Vulnerability Assessment: Third International Conference, DIMVA 2006, Berlin, Germany, July 13-14, 2006. Proceedings by Ebrima N. Ceesay, Jingmin Zhou, Michael Gertz, Karl Levitt, Matt Bishop (auth.), Roland Büschkes, Pavel Laskov (eds.)
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