Evolving Abstract Transformers for Gradient-Guided, Adaptable Abstract Interpretation

Shaurya Gomber, Debangshu Banerjee, Gagandeep Singh

Current numerical abstract interpretation relies on fixed, hand-crafted, instruction-specific transformers tailored to each domain, causing three key limitations: transformers cann…