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Record W4400993127 · doi:10.69554/cmpu4295

FBI v. Apple and beyond: Encryption in the Canadian Law of Digital Search and Seizure

2016· article· en· W4400993127 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of data protection & privacy. · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicFreedom of Expression and Defamation
Canadian institutionsnot available
Fundersnot available
KeywordsEncryptionSearch and seizureLawPolitical scienceComputer scienceComputer security

Abstract

fetched live from OpenAlex

The stakes have never been higher in the arms race among tech companies, hackers and law enforcement. Tech companies are continually developing measures to enhance the digital security of their users. Hackers and law enforcement agencies, while working toward very different objectives, are themselves developing new techniques to circumvent this encryption in order to access the treasure trove of information contained in digital devices and communications services. In the USA, the fight between the FBI and Apple over the encryption of iPhones has become a flashpoint for this controversy. Tim Cook, the CEO of Apple Inc., has attracted headlines with his highly publicised challenge to court orders obtained by the FBI compelling Apple to assist in unlocking iPhones. This paper examines the implications of the FBI v. Apple dispute in the Canadian context. The authors set out the legal and policy context of the FBI v. Apple debate before exploring the legal dimensions of encryption in Canada. The authors show that the state of Canadian law is unsatisfactory. Clearer safeguards are needed to protect third parties from unduly burdensome law enforcement requests and to protect the privacy of the end users of digital devices and services.

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.863
Threshold uncertainty score0.963

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 studies0.0000.000
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 head0.084
GPT teacher head0.330
Teacher spread0.247 · 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