Poisson-Burst and Delayed-Burst input encodings can lower membership-inference attack success in LIF spiking networks, with Poisson-Burst keeping accuracy close to rate coding.
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Izhikevich-Inspired Temporal Dynamics for Enhancing Privacy, Efficiency, and Transferability in Spiking Neural Networks
Poisson-Burst and Delayed-Burst input encodings can lower membership-inference attack success in LIF spiking networks, with Poisson-Burst keeping accuracy close to rate coding.