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Record W2256572859

Surfing While Muslim: Privacy, Freedom of Expression & the Unintended Consequences of Cybercrime Legislation

2005· article· en· W2256572859 on OpenAlexaboutno aff
Jason M. Young

Bibliographic record

VenueSSRN Electronic Journal · 2005
Typearticle
Languageen
FieldComputer Science
TopicCybercrime and Law Enforcement Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCybercrimePolitical scienceData Protection Act 1998LawContext (archaeology)EnforcementInformation privacyUnintended consequencesLegislationInternet privacyBusinessThe InternetComputer science
DOInot available

Abstract

fetched live from OpenAlex

The Canadian government's Lawful Access discussion paper fails to provide empirical - or anything beyond anecdotal - evidence that the legislative amendments proposed are actually needed. Evidence derived from U.S. law enforcement agencies suggests that technological and administrative impediments - more than legal ones - are the cause of most difficulties experienced in cybercrime investigations and prosecutions, specifically: insufficient basic record keeping by telecommunications and Internet service providers; inability to effect data preservation extraterritorially; inability to circumvent encryption; and, a lack of common data-sharing protocols. Under the guise of international obligations, the government seeks to adopt new legal investigatory tools, the effect of which would be a dilution of judicial oversight for the production of digital data in criminal investigations. These initiatives fail to address the fact that value is inherent in all technology and must be factored into the application of laws which seek to regulate new technologies. Unlike the analog analogue, digital data will often reveal a great deal about one's lifestyle, intimate relations or political or religious opinions. Canadian courts have unequivocally found that information of this nature is subject to the highest constitutional protections, particularly in the criminal investigation context. The Lawful Access consultation paper misinterprets the Supreme Court's standard for finding a reasonable expectation of privacy, by failing to distinguish between the nature of information contained in the various categories of and the label traffic which is otherwise legally meaningless. Traffic data should attract a reasonable expectation of privacy under the Plant doctrine if it passes within the permeable walls of the biographical core or, under the Shearing and Law doctrines, if the owner of the information held a subjective reasonable expectation of privacy in the data, regardless of its content. Such an expectation could flow, inter alia, from the nature of the relationship between a subscriber and a provider. By their nature, packet-mode communication intercepts are liable for massive infringement of third party Charter rights, which the Supreme Court held in Thompson can be determinative of constitutionality. Further, investigatory tools for packet-mode communications cannot separate and content data, necessitating a high reasonable expectation of privacy standard for both. The government's discussion paper claims that production orders - executed by third party telecommunications or Internet service providers - would be less invasive than traditional search warrants. This arguments overemphasizes the physical aspect of a search and fails to recognize that Section 8 of the Charter of Rights and Freedoms protects people, not places or things against unreasonable search and seizures. The history of investigatory detentions under highway safety legislation shows that subjectively-based assessments can too easily mask discriminatory conduct by law enforcement. Contrary to popular understanding, discrimination is a corollary of discretion, not a synonym for racism. It is not a dirty word, but simply an accepted condition that must be factored into the administration of the law. Diluted judicial oversight in the context of cybercrime investigations expands law enforcement and third party discretion to discriminate and could lead to the de facto offences of, for example, surfing while Muslim, or belonging to any negatively-stereotyped group in cyberspace. Applying traditional rules of Lawful Access to the persistent, pervasive and permanent information realm of cyberspace introduces new and unique implications for privacy and freedom of expression. The efficacy of electronic surveillance is such that it has the potential to annihilate any expectation that our communications will remain private. A society which exposes us, at the whim of the state, to the risk of having a permanent electronic recording made of our words every time we send an email or visit a web site might be superbly equipped to fight crime, but would be one in which privacy no longer had any meaning. Consequently, proposed legal solutions to what are often technological or administrative dilemmas may not be the most equitable approach for extending effective policing and intelligence authority to cyberspace. To the extent that governments choose legal tools to investigate and prosecute cybercrimes, great care must be taken that they do not brogate existing constitutional protections.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.408
Threshold uncertainty score0.336

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 science0.0010.000
Research integrity0.0000.001
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 head0.018
GPT teacher head0.250
Teacher spread0.231 · 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 designTheoretical or conceptual
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

Citations5
Published2005
Admission routes1
Has abstractyes

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