PII Հայтнаберутян Горцикнери Кеղծ-Дракан Харкн
Тарmакvаtс e 2026-и hamar
PII-и мет горcикner gnahatvum en ети канчoв (recall): Ети канч чапum e, те гoрцик-н иракал PII-и инч мас e гтнум: Сакин часtioutyн (precision) нуйнкан каревор e: Chastiouty чапum e, те горцики азнагнаннери инч мас e иракал PII:
Cas часtioutyн мецн e: 95% ети канч евс 22.7% chastiout ounets hamakargy brnkoum e PII-i mets masy: Sakin PII-i irakal yuraqanchi kazmatoumi hamar ayn nayev 3.4 skhale aznagnannery barrtsoum e ardyounkaberoum: 10,000 irakal PII kazmatom ounetsoghe tvyaleroum ayd hamakargy vorotskoum e jur 44,000 aznagnan: Shurj 34,000-n skhal e: Yuraqanchy varky e babornum kam avelor jnjum e batcharakum:
Sa e kesandz-drakan hark-n: Sa e pashtumakayin varchak-n, vor yuraqanchi tim e chloom barcr-eti kanch, cas-chastiout PII hamakar metsatsvats masshtabum: Achkhapeh varchak-n stugogi varky e: Anachkhapeh varchak-n avel vat e. avelor jnjvats parastagrer tsatsakum en ogtak tvyal, dandakatsum en ashkhatanky yev kharum en gortsikits vstahoutoutyouny:
Presidio Issue #1071-n Inch e Tsuyts Talis
Microsoft Presidio GitHub qarakoutyouny #1071 (2024) arakgroum e konaket dzev: TFN (Harakayin Fail Hamar) yev PCI chanachognery kortsum en stegtsazhvi vaveratsoumy: Stegtsazhvin antsnogh hamarnery stanoum en 1.0 arazhek — aravelaguyn vstahoutoutyoun: PII-i voch mek hamategst chi patahvel:
Himnayin patcharakn: hamategst bari pokharsoutyoun-n antsnoum e stegtsazhvi kadji heto, voch te araj: Stegtsazhvin antsnogh hamary stanoum e barcr arazhek — anvtangoutyounets shahkapoum: Finansakan aghyusakneroum, gitakan tvyaleroum kam gratsoumayin faileroum da elq-n letsnoum e skhale aznagnannerov: Arazheki shimerov filtroutyoun-n ayn chi karogi ushrjel: Arazhekner-n arleads aravelaguyn en:
Yerkrord dzev hertnoum e Presidio issue #999-oum: Germanerenov bari hatvakanatsoumy khakhoum e barkh goyakanneri depqoum: Bundesbehorde (dashnakanal iskoutyoun) nman barer skhale karvil yev ants andznavori anounner karagrvel en: Da tsakk e avelajnum yuraqanchi germanerenov parastagrim:
22.7%-i Chastioutyan Khndiry
Alvaro et al. (2024) payqets Presidio-n kharmasrayin lezou entserapetakan datasetneroum: Drain haytnaberhets 22.7% chastiout: Irakal parastagrerooum Presidio-i aznagnanner-i charordinits vetch mekn irakal PII kazmatom e: Sa hamapataski e praktikantner-i martahavats zekouytseroum: Miayn eti kanchi hamar dzevavorvats gortsik-n ardyanavorner hamar adzayn e ardyounkaberoum:
2024 DICOM ousoumsiroutyouny tsuytsets, vor score_threshold-n 0.7-i barcratsel-n deyev 39 bzhishkayin patvaknerits 38-oum dar skhale aznagnan outhetsi: Mek parastagri tesakoum adzayn matnoghe shim mek ourigi mej anghetoutyoun el e stvorvm:
Sa Presidio-hatyouk khndiry che: Yuraqanchi amsrin shim pachkhasoutyoun e patharatsum: Barcr shim-n katamoum e adzayn-nen sakin bardrtsum e anghetoutyunner: Cas shim-n bardrtsum e eti kanchn, sakin phchastatsum e aznagnanner-i heshive:
Hamategst-Hasnvats Gnahatakoutyouny
Oushrjoumy hamategst-hasnvats vstahoutyan gnahatakoutyoun-n e: Miayn dzevi chanaknoutyan vra gnahatakelou poxharen hamakarg-n vstahoutoutyoun-n bardzratsum e, yetevo hamategst barer aznagnoumy kodni-n katnum e: Ayn nayev casetsum e arazhek-n, yetevo hamategst batsakvoum e:
TFN haytnaberoutyan hamar: "harakayin fail hamar", "TFN" kam "Avstralayin haraky" nman barer nshanyaki kodni-n bardrtsum en nra arazhek-n: Stegtsazhvin antsnogh, sakin kodni-in mote voch mek hamategst bari chunetsoghe hamary stanoum e stoughtni shimits pes arazhek: Skhale aznagnany chapakvoum e:
Khars-lezou adzayin hamar: Konaket erkrnerov kapvats kazmatomi tesakner karoghin simajinetsvil hamapataskhan lezovov parastagrerits: Angliereny yev avstralayin-anglieren shmvats TFN chanachoghy kataranoum e adzayn: Simi karoghneri bacanakoutyounits germanerenov bovandaloutyoumy gernoum-n e khndiri aghbyouran:
Hibrid hamakargits yerrord sherty transformer model-n e: Ayn kardoum e lriv hamategst patouhand yuraqanchi tsekhnatsanneri shurj: Ayn tarbakakoum e "Hovh. Smit, H/N 12345" anvan dzevachinin hamapataskhoghe ardyounkayin kodits: Hamategst-n loutsnoum e erkamasanoutyoun-n, vor regex-n yev stegtsazhvin-n chi karogi:
Tesek te inch pes yerreks-makar haytnaberoutyan sharjich-n karoum e chastiouty litsaynnel mets masshtabov: Bazmalezou PII haytnaberoutyan utsoutsichy tsatsoum e te inch pes kharmasrayin adzayn-n azdum e GDPR hamapataskhoutyan vra:
Gortsnakan Kaghery
Yuraqanchi PII gortsik tarkelavorel mnatsetsnel, chanachy nra chastiouty — voch miayn eti kanchn:
Gortsik-n goretstsel parastagrneri hamakhmboutyouni vra hayty PII-ov yev hayty voch-PII-ov: Heshvit aznagnanery erkoo khmberum: Heshvit true_positives / (true_positives + false_positives): Ayd hamematakalny batsahoum e stoughtni bnusakoumnayin bararn nakhqan tsntragumy nvirvelou:
Arleds Presidio-n kortsatsogh timeri hamar arazheki banasharhoutyan verloutsoumy artvin chip e: Aryantsatsek hamanakhoutyan namenak stoughmouytsoutyounneri arazheki aznagnannerov: Heshvit kanamelk 0.6, 0.7 yev 0.8-its pes en: Mak tekstoum barcr arazheki aznagnanner-i mets masy tsuyts e tal hamategsti bats, voch shimi khndiry: Antangoutyan hamapataskhoutyan aknarky baratsaroum e te inch pes ayd-n DPIA-oum parastakhtagrel:
Albyurner
- Microsoft Presidio GitHub Discussion #1071. Hamakargayin kesandz-draknery:
- Microsoft Presidio GitHub Issue #999. Germanerenov dzevachneri kesandz-drakan dzevery:
- Alvaro et al. (2024). Presidio-i chastiouty kharmasrayin lezou entserapetakan datasetneroum:
- DICOM arazheki shimi verloutsoutyoun — Microsoft Presidio-i hamayunk: