A Grou PKey Management Scheme Based on Secret Sharing in WSNs
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A grou Pkey management scheme based on secret sharing in wireless sensor network is proposed, which is called GKMSSS. GKMSSS uses LEACH protocol to make the network clustering. Based on the theory of secret sharing and the principle of symmetric key encryption, the grou Pkey components are stored in the various grou Pmembers in a distributed manner. And the key pre-configured, hierarchical key generation, the network sub-clusters, key generation and distribution, key updates, grou Pof new members joining and members of the grou Pexiting are successfully achieved. Through correlation analysis and experiments, it shows that GKMSSS effectively assures the grou Pcommunication forward secrecy, backward secrecy and good anti-prisoner capacity of the node on condition that the storage overhead and communication overhead is in an acceptable situation respectively.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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