Efficient Dissimilarity Detection in Time Series With Application to Side-Channel Analysis
Mine Kerpicci,
Milos Prvulovic,
Alenka Zajić
Abstract:This paper proposes a dissimilarity detection algorithm that can find different regions between similar signals. In particular, we address the detection problem of branching statements in program control flow using electromagnetic (EM) side-channels, where we have shown that such statements can be detected in emanating side-channels. Based on the findings, we have proposed a generalized approach for dissimilarity detection that can be efficiently applied to various real-world applications. In the proposed meth… Show more
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