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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Information and Cyber Security
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

937 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
937 works in the cohort · of 4,299,418page 8 of 19

Labels cover 1 of 937 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 937 of 937 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Arrival of Zero Trust: What Does it Mean?
Michael Loftus, Andrew Vezina, Rick Doten, Atefeh Mashatan
2022· article· en· Queue· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
A Game-Theoretic Approach for Security Control Selection
Dylan Léveillé, Jason Jaskolka
2024· article· en· Electronic Proceedings in Theoretical Computer Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affaboutunlabeled
Cyber-attack: What Goes Around, Comes Around!
Ken Barker
2019· article· en· The School of Public Policy Publications· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Optimal Automated Generation of Playbooks
Kéren Saint-Hilaire, Christopher Neal, Frédéric Cuppens, Nora Cuppens, Makhlouf Hadji
2024· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Market Impact on IT Security Spending
Bora Kolfal, Raymond A. Patterson, M. Lisa Yeo
2010· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · research_integrityconsensus · none
3
citations
afffundno abstractunlabeled
Timing is everything
Nathan Friess, Ryan Vogt, John Aycock
2005· article· en· Computers & Security· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Applied Cryptography and Network Security Workshops
Jianying Zhou, Sridhar Adepu, Cristina Alcaraz, Lejla Batina, Emiliano Casalicchio, Sudipta Chattopadhyay +11 more
2022· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
The CyberSecurity Audit Model (CSAM)
2020· book-chapter· en· Advances in digital crime, forensics, and cyber terrorism book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Hacking popular among students
2010· article· en· Network Security· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Describing Early Security Requirements Using Use Case Maps
Jameleddine Hassine, Abdelwahab Hamou‐Lhadj
2015· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affno abstractunlabeled
Computer Security
Sokratis Katsikas, Frédéric Cuppens, Nora Cuppens, Costas Lambrinoudakis, Christos Kalloniatis, John Mylopoulos +8 more
2020· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
2
citations
affno abstractunlabeled
Risk Forecasting Automation on the Basis of MEHARI
Pavel Yermalovich, Mohamed Mejri
2020· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Risks and Security of Internet and Systems
Bo Luo, Mohamed Mosbah, Frédéric Cuppens, Lotfi Ben Othmane, Nora Cuppens, Slim Kallel
2022· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A Multi-Method Framework for Information Security Investment
Navid Aftabi, Nima Moradi, Fatemeh Mahroo, Farhad Kianfar
2024· preprint· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
2
citations
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How this was built: Screen · Findings · About