DIRE: A Neural Approach to Decompiled Identifier Naming

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DIRE: A Neural Approach to Decompiled Identifier Naming: --> PDF <--

"Decompilers can reconstruct much of the information that is lost during the compilation process (e.g., structure and type information).
Unfortunately, they do not reconstruct semantically meaningful variable names, which are known to increase code understandability.
We propose the Decompiled Identifier Renaming Engine (DIRE), a novel probabilistic technique for variable name recovery that uses
both lexical and structural information recovered by the decompiler."

On the github: https://github.com/CMUSTRUDEL/DIRE

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