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Similarity Based Large Scale Malware Analysis: Techniques and Implications

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Figure

Figure 2.1: The BingSim workflow
Figure 2.2: Distribution of in-degree value, out-degree value and combined basic block types
Figure 2.3: A simple CFG and its blended N-gram features
Table 2.2: Optimal clustering results for different algorithms Algorithm Single Average Complete Combined linkage linkage linkage F-score
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Outline

in-degree value distribution out-degree value distribution PAYLOAD MINING EVALUATION OF MACHINE LEARNING BASED MALWARE DETECTION SYSTEMS WITH UNKNOWN KNOWLEDGE CONCLUSIONS

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