IMDS: intelligent malware detection system

@inproceedings{Ye2007IMDSIM,
  title={IMDS: intelligent malware detection system},
  author={Yanfang Ye and Dingding Wang and Tao Li and Dongyi Ye},
  booktitle={KDD},
  year={2007}
}
The proliferation of malware has presented a serious threat to the security of computer systems. Traditional signature-based anti-virus systems fail to detect polymorphic and new, previously unseen malicious executables. In this paper, resting on the analysis of Windows API execution sequences called by PE files, we develop the Intelligent Malware Detection System (IMDS) using Objective-Oriented Association (OOA) mining based classification. IMDS is an integrated system consisting of three… CONTINUE READING
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