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• MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
  2021 · 7 citations
• DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing
  2023 · 2 citations
• ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning
  2023 · 1 citations
• GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking
  2020
• NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks
  2022
• PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
  2023
• AutoLock: Automatic Design of Logic Locking with Evolutionary Computation
  2023
• MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs
  2024