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

403 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
403 works in the cohort · of 4,299,418page 2 of 9

Labels cover 0 of 403 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 403 of 403 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
SCADA Protocol Vulnerabilities
Julian Rrushi
2012· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
An agent-based approach to security service
Elhadi Shakshuki, Zhonghai Luo, Jing Gong
2004· article· en· Journal of Network and Computer Applications· Computer Science
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
A logic for reasoning about security
Janice Glasgow, Glenn H. MacEwen, Prakash Panangaden
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
Reductions for safety proofs
Azadeh Farzan, Anthony Vandikas
2019· article· en· Proceedings of the ACM on Programming Languages· Computer Science
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Modular protections against non-control data attacks
Cole Schlesinger, Karthik Pattabiraman, Nikhil Swamy, David Walker, Benjamin G. Zorn
2014· article· en· Journal of Computer Security· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Corrective Enforcement
Raphaël Khoury, Nadia Tawbi
2012· article· en· ACM Transactions on Information and System Security· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Verification of Information Flow in Agent-Based Systems
Khair Eddin Sabri, Ridha Khédri, Jason Jaskolka
2009· book-chapter· en· Lecture notes in business information processing· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Application-based TCP hijacking
Oliver Zheng, Jason Wai‐Lok Poon, Konstantin Beznosov
2009· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Deadbolt
Adam Skillen, David Barrera, Paul C. van Oorschot
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Proof linking
Philip Fong, Robert D. Cameron
2000· article· en· ACM Transactions on Software Engineering and Methodology· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Seamless kernel updates
Maxim Siniavine, Ashvin Goel
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Process firewalls
Hayawardh Vijayakumar, Joshua Schiffman, Trent Jaeger
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
Reversing and Fuzzing the Google Titan M Chip
Damiano Melotti, Maxime Rossi-Bellom, Andrea Continella
2021· article· en· Reversing and Offensive-Oriented Trends Symposium· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
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