PINsight: Systematic Threat Assessment of Cross-Domain Wi-Fi-based PIN Inference

arXiv:2605.04570 · cs.CR · Submitted 2026-05-06 · Read on arXiv

cs.CR

Submitted: 2026-05-06

Updated: 2026-08-27

Code: https://github.com/Nest-Fi/WiKI-Eve

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

Terminology

Accuracy — 58× in this paper · explained in 1 episode
Generalization — 57× in this paper · explained in 13 episodes
Adaptation — 18× in this paper · explained in 1 episode
Domain Adaptation — 14× in this paper · explained in 5 episodes
Domain Shift — 13× in this paper · explained in 4 episodes
Benchmark — 10× in this paper · explained in 2 episodes
Trace — 7× in this paper · explained in 2 episodes
Channel State Information — 5× in this paper
Robustness — 5× in this paper · explained in 5 episodes
Ablation — 4× in this paper · explained in 1 episode
Deep Learning — 3× in this paper
Ablation Studies — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Contrastive Learning — 2× in this paper · explained in 5 episodes
Core — 2× in this paper · explained in 2 episodes
IEEE Symposium on Security and Privacy — 2× in this paper
Adversarial Training — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Decoupling — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
In International Conference on Learning Representations — 1× in this paper
Intel AX201 Wi-Fi Network Interface Card — 1× in this paper
Perplexity — 1× in this paper · explained in 3 episodes
Point of Sale — 1× in this paper
Transferability — 1× in this paper · explained in 4 episodes

Sources

BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback

Terminology

Sources

Related papers