Um Mecanismo de Proteção Ciente de Vias Aéreas Contra Jamming Attacks para a Internet dos Drones
Bibliographic record
Abstract
A Internet dos Drones (IoD) é um paradigma de rede no qual os drones voam por vias aéreas bem definidas. O Jamming Attack (JA) representa um risco grave para a IoD, podendo afetar a trajetória dos drones. Embora o JA tenha sido investigado em redes de UAVs, as soluções existentes consideram o espaço aéreo livre para voo, enquanto na IoD os drones voam num espaço aéreo restrito. Para superar esse desafio, este trabalho apresenta o projeto de um mecanismo de proteção de vias aéreas contra JA em IoD. Nossos experimentos mostraram que nossa solução propõe um mecanismo de proteção adequado para evitar que drones sofram um JA, diminuindo o número de drones afetados. Assim, este trabalho avança os mecanismos de proteção para IoD.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".