AI Security & Privacy

Published segment leaderboard

AI Security & Privacy: Problem-first research in the Machine Relations Index

This leaderboard uses only the AI Security & Privacy / Problem-first research segment denominator: 106 observed answer runs across 7 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs106

Segment-specific denominator. Not the overall domain denominator.

Run dates7

Release floor: 7 dates.

Observed domains272

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 datesConfidence
#1 of 272YouTubeyoutube.comSearch or media platform18.87%201067Unavailable
#2 of 272Arxiv.orgarxiv.orgAcademic and government source16.98%181067Unavailable
#3 of 272Iguazio.comiguazio.comOther observed source16.04%171067Unavailable
#4 of 272Redditreddit.comCommunity and social platform15.09%161067Unavailable
#5 of 272Mediummedium.comEditorial publication12.26%131067Unavailable
#6 of 272TechRadartechradar.comEditorial publication12.26%131067Unavailable
#7 of 272Conferbot.comconferbot.comOther observed source11.32%121067Unavailable
#8 of 272LinkedInlinkedin.comCommunity and social platform11.32%121067Unavailable
#9 of 272TechTargettechtarget.comEditorial publication11.32%121067Unavailable
#10 of 272Aembit.ioaembit.ioOther observed source10.38%111067Unavailable
#11 of 272Tomsguide.comtomsguide.comOther observed source10.38%111067Unavailable
#12 of 272Ibm.comibm.comVendor-owned source9.43%101067Unavailable
#13 of 272Riskinsight-wavestone.comriskinsight-wavestone.comMarket and company database9.43%101067Unavailable
#14 of 272Accuknox.comaccuknox.comOther observed source7.55%81067Unavailable
#15 of 272Axios.comaxios.comEditorial publication7.55%81067Unavailable
#16 of 272Malwarebytes.commalwarebytes.comOther observed source7.55%81067Unavailable
#17 of 272Cookie-script.comcookie-script.comOther observed source6.60%71067Unavailable
#18 of 272Dev.todev.toCommunity and social platform6.60%71067Unavailable
#19 of 272Egnyte.comegnyte.comOther observed source6.60%71067Unavailable
#20 of 272Netrixglobal.comnetrixglobal.comOther observed source6.60%71067Unavailable
#21 of 272Autoriteitpersoonsgegevens.nlautoriteitpersoonsgegevens.nlOther observed source5.66%61067Unavailable
#22 of 272Datafence.aidatafence.aiMarket and company database5.66%61067Unavailable
#23 of 272Inkog.ioinkog.ioOther observed source5.66%61067Unavailable
#24 of 272Skyhighsecurity.comskyhighsecurity.comVendor-owned source5.66%61067Unavailable
#25 of 272Trendmicro.comtrendmicro.comVendor-owned source5.66%61067Unavailable
#26 of 272Witness.aiwitness.aiOther observed source5.66%61067Unavailable
#27 of 272Neuraltrust.aineuraltrust.aiOther observed source4.72%51067Unavailable
#28 of 272Truto.onetruto.oneOther observed source4.72%51067Unavailable
#29 of 272Underdefense.comunderdefense.comEditorial publication4.72%51067Unavailable
#30 of 272Windowscentral.comwindowscentral.comOther observed source4.72%51067Unavailable
#31 of 272Blackfog.comblackfog.comOther observed source3.77%41067Unavailable
#32 of 272Cleanissue.iocleanissue.ioOther observed source3.77%41067Unavailable
#33 of 272Codeables.devcodeables.devOther observed source3.77%41067Unavailable
#34 of 272Cybernews.comcybernews.comEditorial publication3.77%41067Unavailable
#35 of 272Giskard.aigiskard.aiOther observed source3.77%41067Unavailable
#36 of 272Modernsecurity.iomodernsecurity.ioOther observed source3.77%41067Unavailable
#37 of 272Nightfall.ainightfall.aiOther observed source3.77%41067Unavailable
#38 of 272Protecto.aiprotecto.aiOther observed source3.77%41067Unavailable
#39 of 272Ringsafe.inringsafe.inOther observed source3.77%41067Unavailable
#40 of 272Scworld.comscworld.comEditorial publication3.77%41067Unavailable
#41 of 272Stanford.edustanford.eduAcademic and government source3.77%41067Unavailable
#42 of 272Stayprepared.sgstayprepared.sgOther observed source3.77%41067Unavailable
#43 of 272Ars Technicaarstechnica.comEditorial publication2.83%31067Unavailable
#44 of 272Blockchain-council.orgblockchain-council.orgAcademic and government source2.83%31067Unavailable
#45 of 272Bluevoyant.combluevoyant.comOther observed source2.83%31067Unavailable
#46 of 272Brside.combrside.comOther observed source2.83%31067Unavailable
#47 of 272Crowdstrike.comcrowdstrike.comVendor-owned source2.83%31067Unavailable
#48 of 272Deepinspect.aideepinspect.aiOther observed source2.83%31067Unavailable
#49 of 272Fastbots.aifastbots.aiOther observed source2.83%31067Unavailable
#50 of 272Forcepoint.comforcepoint.comOther observed source2.83%31067Unavailable
#51 of 272Fortinet.comfortinet.comVendor-owned source2.83%31067Unavailable
#52 of 272Genbounty.comgenbounty.comOther observed source2.83%31067Unavailable
#53 of 272Happysupport.aihappysupport.aiOther observed source2.83%31067Unavailable
#54 of 272Hexnode.comhexnode.comOther observed source2.83%31067Unavailable
#55 of 272Intuitionlabs.aiintuitionlabs.aiVendor-owned source2.83%31067Unavailable
#56 of 272Langprotect.comlangprotect.comOther observed source2.83%31067Unavailable
#57 of 272Livescience.comlivescience.comOther observed source2.83%31067Unavailable
#58 of 272NIHnih.govAcademic and government source2.83%31067Unavailable
#59 of 272Norton.comnorton.comOther observed source2.83%31067Unavailable
#60 of 272Openai.comopenai.comVendor-owned source2.83%31067Unavailable
#61 of 272Pangea.cloudpangea.cloudOther observed source2.83%31067Unavailable
#62 of 272Rasa.comrasa.comOther observed source2.83%31067Unavailable
#63 of 272Sentiguard.netsentiguard.netOther observed source2.83%31067Unavailable
#64 of 272Studyx.aistudyx.aiOther observed source2.83%31067Unavailable
#65 of 272Uoguelph.cauoguelph.caOther observed source2.83%31067Unavailable
#66 of 272Abn.companyabn.companyOther observed source1.89%21067Unavailable
#67 of 272Advent-of-ai-security.comadvent-of-ai-security.comOther observed source1.89%21067Unavailable
#68 of 272Aminrj.comaminrj.comOther observed source1.89%21067Unavailable
#69 of 272Bipi.inbipi.inOther observed source1.89%21067Unavailable
#70 of 272Bytes.co.ukbytes.co.ukOther observed source1.89%21067Unavailable
#71 of 272Calstate.educalstate.eduAcademic and government source1.89%21067Unavailable
#72 of 272Cobalt.iocobalt.ioOther observed source1.89%21067Unavailable
#73 of 272Cside.comcside.comOther observed source1.89%21067Unavailable
#74 of 272Cyberhaven.comcyberhaven.comVendor-owned source1.89%21067Unavailable
#75 of 272Egain.comegain.comOther observed source1.89%21067Unavailable
#76 of 272Expressvpn.comexpressvpn.comEditorial publication1.89%21067Unavailable
#77 of 272Ftc.govftc.govAcademic and government source1.89%21067Unavailable
#78 of 272Globaltechcouncil.orgglobaltechcouncil.orgOther observed source1.89%21067Unavailable
#79 of 272Graphenetechs.netgraphenetechs.netOther observed source1.89%21067Unavailable
#80 of 272Ijsra.netijsra.netOther observed source1.89%21067Unavailable
#81 of 272Immunebytes.comimmunebytes.comOther observed source1.89%21067Unavailable
#82 of 272Imperva.comimperva.comOther observed source1.89%21067Unavailable
#83 of 272Jonmayo.comjonmayo.comOther observed source1.89%21067Unavailable
#84 of 272Kapture.cxkapture.cxVendor-owned source1.89%21067Unavailable
#85 of 272Kiteworks.comkiteworks.comVendor-owned source1.89%21067Unavailable
#86 of 272Kommunicate.iokommunicate.ioOther observed source1.89%21067Unavailable
#87 of 272Komprise.comkomprise.comOther observed source1.89%21067Unavailable
#88 of 272Layerxsecurity.comlayerxsecurity.comOther observed source1.89%21067Unavailable
#89 of 272Liveagent.comliveagent.comOther observed source1.89%21067Unavailable
#90 of 272Microsoft.commicrosoft.comVendor-owned source1.89%21067Unavailable
#91 of 272Mimecast.commimecast.comOther observed source1.89%21067Unavailable
#92 of 272Mozillafoundation.orgmozillafoundation.orgOther observed source1.89%21067Unavailable
#93 of 272Netwrix.comnetwrix.comOther observed source1.89%21067Unavailable
#94 of 272Oecd.aioecd.aiOther observed source1.89%21067Unavailable
#95 of 272Owasp.orgowasp.orgAcademic and government source1.89%21067Unavailable
#96 of 272Paloaltonetworks.compaloaltonetworks.comVendor-owned source1.89%21067Unavailable
#97 of 272Perfecxion.aiperfecxion.aiOther observed source1.89%21067Unavailable
#98 of 272Petronellatech.competronellatech.comOther observed source1.89%21067Unavailable
#99 of 272Privacyinternational.orgprivacyinternational.orgOther observed source1.89%21067Unavailable
#100 of 272Reco.aireco.aiVendor-owned source1.89%21067Unavailable

Showing the first 100 rows from 272 observed domains.

Release and boundary

How to cite this segment

AI Security & Privacy / Problem-first research: 272 observed source domains in the leaderboard, 2026-05-10 to 2026-09-18, mri_score_v2.0, mri_score_v2.0+2026-09-18+8fa38e54dd0a, https://machinerelations.ai/index/categories/ai-security-privacy/problem_first.

Release mri_score_v2.0+2026-09-18+8fa38e54dd0a; methodology mri_score_v2.0; generated 2026-09-18; window 2026-05-10 to 2026-09-18; artifact 8fa38e54dd0a.

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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