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cs.LG2025
On the Role of Pre-trained Embeddings in Binary Code Analysis
Alwin Maier, Felix Weissberg, Konrad Rieck
Deep learning has enabled remarkable progress in binary code analysis. In particular, pre-trained embeddings of assembly code have become a gold standard for solving analysis tasks…
cs.LG2019★ 20 cited
Misleading Authorship Attribution of Source Code using Adversarial Learning
Erwin Quiring, Alwin Maier, Konrad Rieck
In this paper, we present a novel attack against authorship attribution of source code. We exploit that recent attribution methods rest on machine learning and thus can be deceived…