MétaCan
Menu
Back to cohort
Record W2256738790

State Autonomy and Encryption: An Examination of Technology's Ability to Impact State Autonomy

2005· article· en· W2256738790 on OpenAlexaffvenue
Nathan Klassen

Bibliographic record

VenueJournal of military and strategic studies · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicCybersecurity and Cyber Warfare Studies
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsSovereigntyAutonomyGlobalizationPolitical scienceState (computer science)Framing (construction)Context (archaeology)Law and economicsPolitical economySociologyLawPoliticsEngineeringComputer scienceGeography
DOInot available

Abstract

fetched live from OpenAlex

Dialogue surrounding the impact of technology upon the state is frequently framed as a conflict between technology and sovereignty. Traditionally these discussions have been placed within the context of the larger debate surrounding globalization. This has typically limited the discussion of technology and its impact upon sovereignty to advances in telecommunications and the resulting impact these have had on the global financial community. This framing is understandable and perhaps justified due to the supra-geographic nature of communications technology which appears to challenge the territorial nature of state sovereignty. However, technology can be used in a variety of ways. It may challenge the state and its roles, but it also has the potential to strengthen the state. In actuality it is not sovereignty itself that is being challenged, but state autonomy. Sovereignty is an absolute concept and certainly autonomy is a component of sovereignty. However, discussion surrounding sovereignty is theoretical and quickly degenerates into a comparison of definitions rather than an assessment of impact. This paper will examine the impact of technology upon state autonomy, and more specifically how technology threatens state autonomy. Under close examination here is the policy debate surrounding a single technology, encryption. Due to the complexity of the issues presented within this paper, it is important that the fundamental concepts are well understood. This paper begins by developing a framework of analysis by examining state autonomy and sovereignty which will be employed to determine the impact technology may have upon state autonomy. Once the framework has been introduced, the paper will turn to an introduction of encryption. Cryptography, the study of encryption, is a complex field. This author has made a sincere effort to make this discussion accessible. This will result in oversimplification for individuals well-versed in the field, but increase accessibility for those who are not. The discussion will focus on the role of encryption within national security and its impact on the information gathering process. The paper will introduce the challenges surrounding cryptanalysis and pursue a case study of two encryption policy options, key escrow and export controls, explored by the United States. The conclusion will integrate the case study into the theoretical framework and answer the question of whether or not encryption challenges state autonomy.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.422
Threshold uncertainty score0.480

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.033
GPT teacher head0.332
Teacher spread0.299 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueJournal of military and strategic studiesSame topicCybersecurity and Cyber Warfare StudiesFrench-language works237,207