AI Security & Privacy

Published segment leaderboard

AI Security & Privacy: Is it worth it in the Machine Relations Index

This leaderboard uses only the AI Security & Privacy / Is it worth it segment denominator: 294 observed answer runs across 13 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs294

Segment-specific denominator. Not the overall domain denominator.

Run dates13

Release floor: 7 dates.

Observed domains527

Only released domains with evidence in this exact segment.

Leaderboard

Segment-specific cited sources

Rates, runs and rank are the producer's segment-specific values. Overall domain rates and engine breadth are not used as category rates.

RankSourceSource roleCitation rateCited runsObserved runsRun dates
#1 of 527Ovaledge.comovaledge.comOther observed source17.35%5129413
#2 of 527Witness.aiwitness.aiOther observed source14.97%4429413
#3 of 527Veeam.comveeam.comOther observed source11.22%3329413
#4 of 527Radware.comradware.comOther observed source10.88%3229413
#5 of 527Cloudflare.comcloudflare.comOther observed source9.52%2829413
#6 of 527YouTubeyoutube.comSearch or media platform8.50%2529413
#7 of 527Atlan.comatlan.comVendor-owned source8.16%2429413
#8 of 527Decube.iodecube.ioOther observed source8.16%2429413
#9 of 527Netwrix.comnetwrix.comOther observed source7.48%2229413
#10 of 527Ibm.comibm.comVendor-owned source7.14%2129413
#11 of 527Securiti.aisecuriti.aiOther observed source6.80%2029413
#12 of 527Akamai.comakamai.comOther observed source6.46%1929413
#13 of 527Alexewerlof.comalexewerlof.comOther observed source6.46%1929413
#14 of 527Arxiv.orgarxiv.orgAcademic and government source6.46%1929413
#15 of 527LinkedInlinkedin.comCommunity and social platform6.46%1929413
#16 of 527Dev.todev.toCommunity and social platform5.44%1629413
#17 of 527Hydrox.aihydrox.aiOther observed source5.44%1629413
#18 of 527Mediummedium.comCommunity and social platform5.44%1629413
#19 of 527Redditreddit.comCommunity and social platform5.44%1629413
#20 of 527Trussed.aitrussed.aiOther observed source5.44%1629413
#21 of 527Aironclaw.comaironclaw.comOther observed source5.10%1529413
#22 of 527Nhimg.orgnhimg.orgOther observed source5.10%1529413
#23 of 527Smartsuite.comsmartsuite.comOther observed source5.10%1529413
#24 of 527TechTargettechtarget.comEditorial publication5.10%1529413
#25 of 527Agatsoftware.comagatsoftware.comOther observed source4.76%1429413
#26 of 527Diligent.comdiligent.comVendor-owned source4.76%1429413
#27 of 527Jfrog.comjfrog.comOther observed source4.76%1429413
#28 of 527Nightfall.ainightfall.aiVendor-owned source4.76%1429413
#29 of 527Okoone.comokoone.comOther observed source4.76%1429413
#30 of 527Prompthalo.aiprompthalo.aiOther observed source4.76%1429413
#31 of 527K2view.comk2view.comOther observed source4.42%1329413
#32 of 527Logikcull.comlogikcull.comOther observed source4.42%1329413
#33 of 527Optro.aioptro.aiOther observed source4.42%1329413
#34 of 527Strac.iostrac.ioVendor-owned source4.42%1329413
#35 of 527Firewallm.comfirewallm.comOther observed source4.08%1229413
#36 of 527Kiteworks.comkiteworks.comVendor-owned source4.08%1229413
#37 of 527Truefoundry.comtruefoundry.comVendor-owned source4.08%1229413
#38 of 527Audittrue.comaudittrue.comOther observed source3.74%1129413
#39 of 527Concentric.aiconcentric.aiOther observed source3.74%1129413
#40 of 527Deepinspect.aideepinspect.aiOther observed source3.74%1129413
#41 of 527Huggingface.cohuggingface.coOther observed source3.74%1129413
#42 of 527Checkpoint.comcheckpoint.comVendor-owned source3.40%1029413
#43 of 527Forcepoint.comforcepoint.comOther observed source3.40%1029413
#44 of 527Getmaxim.aigetmaxim.aiOther observed source3.40%1029413
#45 of 527Inferwall.cominferwall.comOther observed source3.40%1029413
#46 of 527Databricks.comdatabricks.comVendor-owned source3.06%929413
#47 of 527F5.comf5.comOther observed source3.06%929413
#48 of 527Github.comgithub.comCommunity and social platform3.06%929413
#49 of 527Idox.aiidox.aiVendor-owned source3.06%929413
#50 of 527Secureauth.comsecureauth.comVendor-owned source3.06%929413
#51 of 527Aicompliancevendors.comaicompliancevendors.comOther observed source2.72%829413
#52 of 527Getlimina.aigetlimina.aiOther observed source2.72%829413
#53 of 527Openlayer.comopenlayer.comOther observed source2.72%829413
#54 of 527Sisa.aisisa.aiOther observed source2.72%829413
#55 of 527TechRadartechradar.comEditorial publication2.72%829413
#56 of 527Beyondscale.techbeyondscale.techOther observed source2.38%729413
#57 of 527Dancumberlandlabs.comdancumberlandlabs.comOther observed source2.38%729413
#58 of 527Pii-tools.compii-tools.comOther observed source2.38%729413
#59 of 527Trustible.aitrustible.aiVendor-owned source2.38%729413
#60 of 527Veniosystems.comveniosystems.comOther observed source2.38%729413
#61 of 527A10networks.coma10networks.comOther observed source2.04%629413
#62 of 527Areebi.comareebi.comOther observed source2.04%629413
#63 of 527Awesomeagents.aiawesomeagents.aiOther observed source2.04%629413
#64 of 527Dupple.comdupple.comOther observed source2.04%629413
#65 of 527Fortinet.comfortinet.comVendor-owned source2.04%629413
#66 of 527Informationmatters.orginformationmatters.orgAcademic and government source2.04%629413
#67 of 527Neuraltrust.aineuraltrust.aiOther observed source2.04%629413
#68 of 527Protego.meprotego.meOther observed source2.04%629413
#69 of 527Teleskope.aiteleskope.aiOther observed source2.04%629413
#70 of 527Adaptivesecurity.comadaptivesecurity.comOther observed source1.70%529413
#71 of 527AIMultipleaimultiple.comEditorial publication1.70%529413
#72 of 527Aperion.aiaperion.aiOther observed source1.70%529413
#73 of 527Collieai.iocollieai.ioOther observed source1.70%529413
#74 of 527Danzo.aidanzo.aiOther observed source1.70%529413
#75 of 527F6s.comf6s.comOther observed source1.70%529413
#76 of 527Hoop.devhoop.devOther observed source1.70%529413
#77 of 527Layer3labs.iolayer3labs.ioOther observed source1.70%529413
#78 of 527Metomic.iometomic.ioOther observed source1.70%529413
#79 of 527Petronellatech.competronellatech.comEditorial publication1.70%529413
#80 of 527Pipelab.orgpipelab.orgOther observed source1.70%529413
#81 of 527Proofhelm.comproofhelm.comOther observed source1.70%529413
#82 of 527Securetom.comsecuretom.comOther observed source1.70%529413
#83 of 527SQ Magazinesqmagazine.co.ukEditorial publication1.70%529413
#84 of 527Aigovernancedesk.comaigovernancedesk.comOther observed source1.36%429413
#85 of 527Axiosaxios.comEditorial publication1.36%429413
#86 of 527Becompliance.aibecompliance.aiOther observed source1.36%429413
#87 of 527Bigid.combigid.comVendor-owned source1.36%429413
#88 of 527Billennium.combillennium.comOther observed source1.36%429413
#89 of 527Business Wirebusinesswire.comWire and press-release distribution1.36%429413
#90 of 527Casepoint.comcasepoint.comVendor-owned source1.36%429413
#91 of 527Cloudsine.techcloudsine.techOther observed source1.36%429413
#92 of 527Credo.aicredo.aiOther observed source1.36%429413
#93 of 527Decryption Digestdecryptiondigest.comOther observed source1.36%429413
#94 of 527Finos.orgfinos.orgCommunity and social platform1.36%429413
#95 of 527Infomineo.cominfomineo.comOther observed source1.36%429413
#96 of 527IT Proitpro.comEditorial publication1.36%429413
#97 of 527Lakera.ailakera.aiVendor-owned source1.36%429413
#98 of 527Levo.ailevo.aiVendor-owned source1.36%429413
#99 of 527Mintmcp.commintmcp.comOther observed source1.36%429413
#100 of 527Obsidiansecurity.comobsidiansecurity.comVendor-owned source1.36%429413

Showing the first 100 rows from 527 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. AI Security & Privacy / Is it worth it: 527 observed source domains in the leaderboard, measured on 294 observed runs across 13 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/ai-security-privacy/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). AI Security & Privacy / Is it worth it in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/ai-security-privacy/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriaisecurityprivacyisxworth,
  author = {Parrott, Jaxon},
  title = {AI Security \& Privacy / Is it worth it in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-02+f9aaeca0db15},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/categories/ai-security-privacy/is_x_worth},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this segment measures

Published November 2, 2026. The observation window runs May 10, 2026 to November 2, 2026. Methodology v2.1.

MRI measures observed root-domain citations inside monitored prompts. Segment rates are conditional on this sample and do not claim recommendation quality, traffic, placement availability, or commercial performance.

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