TwinGuard-Lite: A Rule-Based State-Admission Gateway for Generative Patient Digital Twins

arXiv:2610.09012 · cs.CR · Submitted 2026-10-06 · Read on arXiv

cs.CR

Submitted: 2026-10-06

Updated: 2026-10-06

Comments: 6 pages, 2 figures, 1 table. Accepted to HealthSec'26 (Cybersecurity in Healthcare), co-located with ACSAC 2026

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

Terminology

Provenance — 31× in this paper · explained in 3 episodes
Benchmark — 8× in this paper · explained in 2 episodes
Digital Twin — 7× in this paper · explained in 4 episodes
Trace — 5× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Calibration — 3× in this paper · explained in 7 episodes
Agentic AI — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Consistency — 2× in this paper · explained in 3 episodes
POPULATION STANDARD DEVIATION — 2× in this paper
Accountability — 1× in this paper · explained in 2 episodes
Data Provenance — 1× in this paper · explained in 2 episodes
F1 Score — 1× in this paper · explained in 3 episodes
RAG — 1× in this paper · explained in 3 episodes
Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes
Robustness — 1× in this paper · explained in 5 episodes
Steering — 1× in this paper · explained in 2 episodes
THE FALSE-POSITIVE RATE — 1× in this paper
Verification — 1× in this paper · explained in 2 episodes