Threats and Vulnerabilities of Next Generation Satellite Personal Communications Systems: A Defence Perspective
Bibliographic record
Abstract
The Fourth Generation (4G) of wireless communications systems is coming, combining voice and data on a single packet-based all-IP core network, with bandwidth providing data rates in the range of a few to hundreds of MB/s. This new high-speed data network, combined with the latest technology developments, should enable the advent of a multitude of new multimedia applications, which will be available to the user on his own handset. Following the wireless Personal Communications Systems (PCS) trend, Satellite Personal Communications Systems (SPCS) are also expected to provide multimedia applications on this integrated network. However, as this new technology is rolled-out, it is also expected that it will come with its own set of vulnerabilities that could potentially constitute a threat to network reliability and secure communications. Because of its numerous advantages, SPCS is known to be used for security and defence applications by military and paramilitary forces around the world. From a defence perspective, it is therefore imperative to address this potential emerging threat.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".