Publications

• Understanding a Smart-Contract Honeypot Detector: Circuits, Redundancy, and Causal Testing
  Mechanistic-interpretability research: a small transformer detects Ethereum honeypot contracts (F1 = 0.98), then per-head ablation, attention attribution, and activation patching reveal that the apparent sparse "circuit" is seed-fragile and the real, stable property is feature-level redundancy.
  Code & data (Zenodo DOI) Paper (arXiv — coming soon) Read the writeup