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» Limits of Static Analysis for Malware Detection
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KDD
2010
ACM
304views Data Mining» more  KDD 2010»
13 years 3 months ago
Automatic malware categorization using cluster ensemble
Malware categorization is an important problem in malware analysis and has attracted a lot of attention of computer security researchers and anti-malware industry recently. Today...
Yanfang Ye, Tao Li, Yong Chen, Qingshan Jiang
CMS
2010
207views Communications» more  CMS 2010»
13 years 5 months ago
Statistical Detection of Malicious PE-Executables for Fast Offline Analysis
While conventional malware detection approaches increasingly fail, modern heuristic strategies often perform dynamically, which is not possible in many applications due to related ...
Ronny Merkel, Tobias Hoppe, Christian Krätzer...
RAID
2010
Springer
13 years 3 months ago
Kernel Malware Analysis with Un-tampered and Temporal Views of Dynamic Kernel Memory
Dynamic kernel memory has been a popular target of recent kernel malware due to the difficulty of determining the status of volatile dynamic kernel objects. Some existing approach...
Junghwan Rhee, Ryan Riley, Dongyan Xu, Xuxian Jian...
CCS
2010
ACM
13 years 5 months ago
AccessMiner: using system-centric models for malware protection
Models based on system calls are a popular and common approach to characterize the run-time behavior of programs. For example, system calls are used by intrusion detection systems...
Andrea Lanzi, Davide Balzarotti, Christopher Krueg...
ACSAC
2005
IEEE
13 years 11 months ago
Stealth Breakpoints
Microscopic analysis of malicious code (malware) requires the aid of a variety of powerful tools. Chief among them is a debugger that enables runtime binary analysis at an instruc...
Amit Vasudevan, Ramesh Yerraballi