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

Canonical URL: 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.

This is the public leaderboard for the exact AI Security & Privacy / Problem-first research segment. Rates use the segment denominator only: 106 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 272 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 18.87% | 20 | 106 | 7 | Unavailable |
| #2 of 272 | [Arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | Academic and government source | 16.98% | 18 | 106 | 7 | Unavailable |
| #3 of 272 | [Iguazio.com](https://machinerelations.ai/index/domains/iguazio.com) | Other observed source | 16.04% | 17 | 106 | 7 | Unavailable |
| #4 of 272 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 15.09% | 16 | 106 | 7 | Unavailable |
| #5 of 272 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 12.26% | 13 | 106 | 7 | Unavailable |
| #6 of 272 | [TechRadar](https://machinerelations.ai/index/domains/techradar.com) | Editorial publication | 12.26% | 13 | 106 | 7 | Unavailable |
| #7 of 272 | [Conferbot.com](https://machinerelations.ai/index/domains/conferbot.com) | Other observed source | 11.32% | 12 | 106 | 7 | Unavailable |
| #8 of 272 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 11.32% | 12 | 106 | 7 | Unavailable |
| #9 of 272 | [TechTarget](https://machinerelations.ai/index/domains/techtarget.com) | Editorial publication | 11.32% | 12 | 106 | 7 | Unavailable |
| #10 of 272 | [Aembit.io](https://machinerelations.ai/index/domains/aembit.io) | Other observed source | 10.38% | 11 | 106 | 7 | Unavailable |
| #11 of 272 | [Tomsguide.com](https://machinerelations.ai/index/domains/tomsguide.com) | Other observed source | 10.38% | 11 | 106 | 7 | Unavailable |
| #12 of 272 | [Ibm.com](https://machinerelations.ai/index/domains/ibm.com) | Vendor-owned source | 9.43% | 10 | 106 | 7 | Unavailable |
| #13 of 272 | [Riskinsight-wavestone.com](https://machinerelations.ai/index/domains/riskinsight-wavestone.com) | Market and company database | 9.43% | 10 | 106 | 7 | Unavailable |
| #14 of 272 | [Accuknox.com](https://machinerelations.ai/index/domains/accuknox.com) | Other observed source | 7.55% | 8 | 106 | 7 | Unavailable |
| #15 of 272 | [Axios.com](https://machinerelations.ai/index/domains/axios.com) | Editorial publication | 7.55% | 8 | 106 | 7 | Unavailable |
| #16 of 272 | [Malwarebytes.com](https://machinerelations.ai/index/domains/malwarebytes.com) | Other observed source | 7.55% | 8 | 106 | 7 | Unavailable |
| #17 of 272 | [Cookie-script.com](https://machinerelations.ai/index/domains/cookie-script.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #18 of 272 | [Dev.to](https://machinerelations.ai/index/domains/dev.to) | Community and social platform | 6.60% | 7 | 106 | 7 | Unavailable |
| #19 of 272 | [Egnyte.com](https://machinerelations.ai/index/domains/egnyte.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #20 of 272 | [Netrixglobal.com](https://machinerelations.ai/index/domains/netrixglobal.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #21 of 272 | [Autoriteitpersoonsgegevens.nl](https://machinerelations.ai/index/domains/autoriteitpersoonsgegevens.nl) | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #22 of 272 | [Datafence.ai](https://machinerelations.ai/index/domains/datafence.ai) | Market and company database | 5.66% | 6 | 106 | 7 | Unavailable |
| #23 of 272 | [Inkog.io](https://machinerelations.ai/index/domains/inkog.io) | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #24 of 272 | [Skyhighsecurity.com](https://machinerelations.ai/index/domains/skyhighsecurity.com) | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #25 of 272 | [Trendmicro.com](https://machinerelations.ai/index/domains/trendmicro.com) | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #26 of 272 | [Witness.ai](https://machinerelations.ai/index/domains/witness.ai) | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #27 of 272 | [Neuraltrust.ai](https://machinerelations.ai/index/domains/neuraltrust.ai) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #28 of 272 | [Truto.one](https://machinerelations.ai/index/domains/truto.one) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #29 of 272 | [Underdefense.com](https://machinerelations.ai/index/domains/underdefense.com) | Editorial publication | 4.72% | 5 | 106 | 7 | Unavailable |
| #30 of 272 | [Windowscentral.com](https://machinerelations.ai/index/domains/windowscentral.com) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #31 of 272 | [Blackfog.com](https://machinerelations.ai/index/domains/blackfog.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #32 of 272 | [Cleanissue.io](https://machinerelations.ai/index/domains/cleanissue.io) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #33 of 272 | [Codeables.dev](https://machinerelations.ai/index/domains/codeables.dev) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #34 of 272 | [Cybernews.com](https://machinerelations.ai/index/domains/cybernews.com) | Editorial publication | 3.77% | 4 | 106 | 7 | Unavailable |
| #35 of 272 | [Giskard.ai](https://machinerelations.ai/index/domains/giskard.ai) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #36 of 272 | [Modernsecurity.io](https://machinerelations.ai/index/domains/modernsecurity.io) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #37 of 272 | [Nightfall.ai](https://machinerelations.ai/index/domains/nightfall.ai) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #38 of 272 | [Protecto.ai](https://machinerelations.ai/index/domains/protecto.ai) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #39 of 272 | [Ringsafe.in](https://machinerelations.ai/index/domains/ringsafe.in) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #40 of 272 | [Scworld.com](https://machinerelations.ai/index/domains/scworld.com) | Editorial publication | 3.77% | 4 | 106 | 7 | Unavailable |
| #41 of 272 | [Stanford.edu](https://machinerelations.ai/index/domains/stanford.edu) | Academic and government source | 3.77% | 4 | 106 | 7 | Unavailable |
| #42 of 272 | [Stayprepared.sg](https://machinerelations.ai/index/domains/stayprepared.sg) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #43 of 272 | [Ars Technica](https://machinerelations.ai/index/domains/arstechnica.com) | Editorial publication | 2.83% | 3 | 106 | 7 | Unavailable |
| #44 of 272 | [Blockchain-council.org](https://machinerelations.ai/index/domains/blockchain-council.org) | Academic and government source | 2.83% | 3 | 106 | 7 | Unavailable |
| #45 of 272 | [Bluevoyant.com](https://machinerelations.ai/index/domains/bluevoyant.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #46 of 272 | [Brside.com](https://machinerelations.ai/index/domains/brside.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #47 of 272 | [Crowdstrike.com](https://machinerelations.ai/index/domains/crowdstrike.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #48 of 272 | [Deepinspect.ai](https://machinerelations.ai/index/domains/deepinspect.ai) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #49 of 272 | [Fastbots.ai](https://machinerelations.ai/index/domains/fastbots.ai) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #50 of 272 | [Forcepoint.com](https://machinerelations.ai/index/domains/forcepoint.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #51 of 272 | [Fortinet.com](https://machinerelations.ai/index/domains/fortinet.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #52 of 272 | [Genbounty.com](https://machinerelations.ai/index/domains/genbounty.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #53 of 272 | [Happysupport.ai](https://machinerelations.ai/index/domains/happysupport.ai) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #54 of 272 | [Hexnode.com](https://machinerelations.ai/index/domains/hexnode.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #55 of 272 | [Intuitionlabs.ai](https://machinerelations.ai/index/domains/intuitionlabs.ai) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #56 of 272 | [Langprotect.com](https://machinerelations.ai/index/domains/langprotect.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #57 of 272 | [Livescience.com](https://machinerelations.ai/index/domains/livescience.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #58 of 272 | [NIH](https://machinerelations.ai/index/domains/nih.gov) | Academic and government source | 2.83% | 3 | 106 | 7 | Unavailable |
| #59 of 272 | [Norton.com](https://machinerelations.ai/index/domains/norton.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #60 of 272 | [Openai.com](https://machinerelations.ai/index/domains/openai.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #61 of 272 | [Pangea.cloud](https://machinerelations.ai/index/domains/pangea.cloud) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #62 of 272 | [Rasa.com](https://machinerelations.ai/index/domains/rasa.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #63 of 272 | [Sentiguard.net](https://machinerelations.ai/index/domains/sentiguard.net) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #64 of 272 | [Studyx.ai](https://machinerelations.ai/index/domains/studyx.ai) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #65 of 272 | [Uoguelph.ca](https://machinerelations.ai/index/domains/uoguelph.ca) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #66 of 272 | [Abn.company](https://machinerelations.ai/index/domains/abn.company) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #67 of 272 | [Advent-of-ai-security.com](https://machinerelations.ai/index/domains/advent-of-ai-security.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #68 of 272 | [Aminrj.com](https://machinerelations.ai/index/domains/aminrj.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #69 of 272 | [Bipi.in](https://machinerelations.ai/index/domains/bipi.in) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #70 of 272 | [Bytes.co.uk](https://machinerelations.ai/index/domains/bytes.co.uk) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #71 of 272 | [Calstate.edu](https://machinerelations.ai/index/domains/calstate.edu) | Academic and government source | 1.89% | 2 | 106 | 7 | Unavailable |
| #72 of 272 | [Cobalt.io](https://machinerelations.ai/index/domains/cobalt.io) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #73 of 272 | [Cside.com](https://machinerelations.ai/index/domains/cside.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #74 of 272 | [Cyberhaven.com](https://machinerelations.ai/index/domains/cyberhaven.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #75 of 272 | [Egain.com](https://machinerelations.ai/index/domains/egain.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #76 of 272 | [Expressvpn.com](https://machinerelations.ai/index/domains/expressvpn.com) | Editorial publication | 1.89% | 2 | 106 | 7 | Unavailable |
| #77 of 272 | [Ftc.gov](https://machinerelations.ai/index/domains/ftc.gov) | Academic and government source | 1.89% | 2 | 106 | 7 | Unavailable |
| #78 of 272 | [Globaltechcouncil.org](https://machinerelations.ai/index/domains/globaltechcouncil.org) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #79 of 272 | [Graphenetechs.net](https://machinerelations.ai/index/domains/graphenetechs.net) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #80 of 272 | [Ijsra.net](https://machinerelations.ai/index/domains/ijsra.net) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #81 of 272 | [Immunebytes.com](https://machinerelations.ai/index/domains/immunebytes.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #82 of 272 | [Imperva.com](https://machinerelations.ai/index/domains/imperva.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #83 of 272 | [Jonmayo.com](https://machinerelations.ai/index/domains/jonmayo.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #84 of 272 | [Kapture.cx](https://machinerelations.ai/index/domains/kapture.cx) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #85 of 272 | [Kiteworks.com](https://machinerelations.ai/index/domains/kiteworks.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #86 of 272 | [Kommunicate.io](https://machinerelations.ai/index/domains/kommunicate.io) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #87 of 272 | [Komprise.com](https://machinerelations.ai/index/domains/komprise.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #88 of 272 | [Layerxsecurity.com](https://machinerelations.ai/index/domains/layerxsecurity.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #89 of 272 | [Liveagent.com](https://machinerelations.ai/index/domains/liveagent.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #90 of 272 | [Microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #91 of 272 | [Mimecast.com](https://machinerelations.ai/index/domains/mimecast.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #92 of 272 | [Mozillafoundation.org](https://machinerelations.ai/index/domains/mozillafoundation.org) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #93 of 272 | [Netwrix.com](https://machinerelations.ai/index/domains/netwrix.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #94 of 272 | [Oecd.ai](https://machinerelations.ai/index/domains/oecd.ai) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #95 of 272 | [Owasp.org](https://machinerelations.ai/index/domains/owasp.org) | Academic and government source | 1.89% | 2 | 106 | 7 | Unavailable |
| #96 of 272 | [Paloaltonetworks.com](https://machinerelations.ai/index/domains/paloaltonetworks.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #97 of 272 | [Perfecxion.ai](https://machinerelations.ai/index/domains/perfecxion.ai) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #98 of 272 | [Petronellatech.com](https://machinerelations.ai/index/domains/petronellatech.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #99 of 272 | [Privacyinternational.org](https://machinerelations.ai/index/domains/privacyinternational.org) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #100 of 272 | [Reco.ai](https://machinerelations.ai/index/domains/reco.ai) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |

## Citation

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.