SignDeepSC: A Semantic Signature-based Approach for Robust Semantic Communication

arXiv:2607.25676 · cs.CR, eess.SP · Submitted 2026-07-28 · Read on arXiv

Khalil Alhaj, Razane Tajeddine, Hadi Sarieddeen

cs.CR, eess.SP

Submitted: 2026-07-28

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Robustness — 10× in this paper · explained in 5 episodes
Transformer — 7× in this paper · explained in 2 episodes
Adversarial Attacks — 6× in this paper · explained in 1 episode
Adversarial Training — 6× in this paper · explained in 1 episode
Accuracy — 4× in this paper · explained in 1 episode
Adversarial Robustness — 4× in this paper · explained in 3 episodes
Ablation — 3× in this paper · explained in 1 episode
Adversarial Examples — 3× in this paper · explained in 2 episodes
Diffusion Model — 2× in this paper · explained in 8 episodes
Diffusion Models — 2× in this paper · explained in 6 episodes
Generalization — 2× in this paper · explained in 13 episodes
International Conference on Machine Learning — 2× in this paper
Adversarial Noise — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Conference on Computer Vision and Pattern Recognition — 1× in this paper
Core — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
International Conference on Learning Representations — 1× in this paper
Latent Diffusion Model — 1× in this paper · explained in 2 episodes
Latent Diffusion Models — 1× in this paper · explained in 2 episodes
Signal-to-noise ratio (SNR) — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 5 episodes

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