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1. GNN4REL GNN4REL Public

   Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022

   Verilog 18

2. MuxLink MuxLink Public

   MuxLink attack on learning resilient logic locking. L. Alrahis et al., "Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction," DATE, 2022

   Python 6 4

3. UNTANGLE UNTANGLE Public

   UNTANGLE attack on MUX-based Locking. L. Alrahis et al., "UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction," ICCAD, 2021.

   Perl 3 2

4. GraphSAINT GraphSAINT Public

   Forked from GraphSAINT/GraphSAINT

   [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

   Python 2

5. AppGNN AppGNN Public

   Forked from ML-CAD/AppGNN

   Approximation-Aware Functional Reverse Engineering using Graph Neural Networks

   Verilog 1