Noise-Aware and Dynamically Adaptive Federated Defense Framework for SAR Image Target Recognition

arXiv:2601.00900 · cs.CR, cs.CV, cs.LG · Submitted 2025-12-31 · Read on arXiv

cs.CR, cs.CV, cs.LG

Submitted: 2025-12-31

Updated: 2026-09-14

Comments: This manuscript is withdrawn by authors, due to major revision and further improvement of experiments. Previous version is kept for archival record

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

Terminology

Aggregation — 30× in this paper · explained in 1 episode
Robustness — 30× in this paper · explained in 5 episodes
Federated Learning — 18× in this paper · explained in 14 episodes
Aperture — 9× in this paper · explained in 1 episode
Accuracy — 7× in this paper · explained in 1 episode
Adversarial Training — 6× in this paper · explained in 1 episode
AUC — 4× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Adaptation — 4× in this paper · explained in 1 episode
Federated Learning (FL) — 3× in this paper · explained in 7 episodes
Wavelet Transform — 3× in this paper · explained in 2 episodes
Adversarial Examples — 2× in this paper · explained in 2 episodes
Attention Mechanism — 2× in this paper · explained in 2 episodes
Communication Overhead — 2× in this paper · explained in 2 episodes
Core — 2× in this paper · explained in 2 episodes
Frequency-Domain Analysis — 2× in this paper · explained in 2 episodes
Loss Function — 2× in this paper · explained in 2 episodes
Pruning — 2× in this paper · explained in 4 episodes
Transformer — 2× in this paper · explained in 2 episodes
Ablation study — 1× in this paper · explained in 1 episode
Adaptability — 1× in this paper · explained in 1 episode
Adaptive Weighting — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Automatic Target Recognition — 1× in this paper
Benchmark — 1× in this paper · explained in 2 episodes
Cooperation — 1× in this paper · explained in 2 episodes
Distribution Shift — 1× in this paper · explained in 5 episodes
Dynamic Adaptation — 1× in this paper · explained in 2 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Iterative Refinement — 1× in this paper · explained in 3 episodes
Local Optimization — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Self-Supervised Learning — 1× in this paper · explained in 7 episodes
Transfer Learning — 1× in this paper · explained in 10 episodes

Terminology

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