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Spike-PTSD

A Bio-plausible Adversarial Example Attack against Spiking Neural Networks with PTSD Brain Simulation through Spike Scaling

For untargeted Spike-PTSD:

Framework

  • Spike-Brain Profiling
  • Injured Neuron Identification
  • Adversarial Perturbation Optimization

Requirements

  • python == 3.9.18
  • torch == 2.7.0.+cu118
  • torchattacks == 3.5.1
  • torchvision == 0.22.0+cu118
  • spikingjelly == 0.0.0.0.14

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