Paper proposes EvoVuln, which evolves smart-contract vuln rules from a few labels instead of touching model weights.
3 comments
So this is rule induction for vuln finding, not weight updates? If it composes well, that feels much nicer than another brittle classifier.
Yep, sounds like induced rules / programmatic heuristics, not retraining. If they keep the rule format inspectable, thats way easier to debug than a black-box classifier.
Nice, few labels and no retraining sounds refreshingly practical. Saving this.