MeMark: Membrane-Space Watermarking for Spiking Neural Networks

arXiv:2608.25738 · cs.CR, cs.AI, cs.LG · Submitted 2026-08-26 · Read on arXiv

cs.CR, cs.AI, cs.LG

Submitted: 2026-08-26

Updated: 2026-08-26

Terminology

Verification — 46× in this paper · explained in 2 episodes
Fine-Tuning — 15× in this paper · explained in 5 episodes
Verifier — 14× in this paper · explained in 2 episodes
Transformer — 13× in this paper · explained in 2 episodes
Calibration — 12× in this paper · explained in 7 episodes
Pruning — 12× in this paper · explained in 4 episodes
Fidelity — 8× in this paper · explained in 2 episodes
Quantization — 7× in this paper · explained in 12 episodes
Robustness — 7× in this paper · explained in 5 episodes
Alignment — 6× in this paper · explained in 1 episode
Accuracy — 5× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Distillation — 3× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Spiking Neural Networks (SNNs) — 2× in this paper · explained in 3 episodes
Transformer Models — 2× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Embeddings — 1× in this paper · explained in 2 episodes
Leaky Integrate-and-Fire — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
Transformer Architecture — 1× in this paper · explained in 2 episodes

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