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system-verilog

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A Graph Neural Network framework for detecting hardware Trojans in gate-level .v and .sv netlists; RTL inputs are synthesized via Yosys before classification. Six-stage pipeline (ingestion → parsing → synthesis → graph construction → GNN classification with GCN/GAT/GIN → reporting), with cascade and ensemble inference and per-gate localization.

  • Updated May 22, 2026
  • Python

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