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I would be very interested to know how the accuracy changes if you remove symbols and strings from the analysis. Symbols and strings are free-form text that wo
by haberman 9y ago
I would be very interested to know how the accuracy changes if you remove symbols and strings from the analysis.
Symbols and strings are free-form text that would seem to leave a lot more of a stylistic fingerprint. If you could get this level of accuracy from machine code alone, I would be very surprised.
The article says that stripping symbols reduced accuracy by 24%. This is a far greater drop than from optimizing the binary. It leads me to believe that a large part of the success in classifying is coming from symbols and strings.