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Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries. (arXiv:2301.01701v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Reverse engineering binaries is required to understand and analyse programs
for which the source code is unavailable. Decompilers can transform the largely
unreadable binaries into a more readable source code-like representation.
However, reverse engineering is time-consuming, much of which is taken up by
labelling the functions with semantic information.
While the automated summarisation of decompiled code can help Reverse
Engineers understand and analyse binaries, current work mainly focuses on
summarising source code, and no suitable dataset exists for this task. …
automated code consuming current engineering engineers functions information language language models representation reverse reverse engineering source code taken understand work