TTP Based Privacy Preserving Inter-WISP Roaming Architecture for Wireless Metropolitan Area Networks
Why this work is in the frame
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Bibliographic record
Abstract
We propose a novel inter-WISP roaming architecture based on trusted third party (TTP) and partially blind signature technique in wireless metropolitan area networks (WMAN). The proposed architecture aims to not only greatly improve user privacy and identity anonymity even in the presence of cooperation between the wireless Internet service provider (WISPs) and the TTP, but also dramatically reduce the required size of central database devised to minimize any possible service abuse. In addition, an efficient billing scheme among mobile users (MUs), WISPs and TTP, is introduced to address billing issues associated with roaming. Moreover, a localized inter-WISP authentication scheme is also proposed to support seamless handoff. Detailed analysis on a number of important performance metrics, such as computation time, handoff latency and power consumption, is conducted to verify the performance of the proposed schemes.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it