Tehniskā
Dziļi ieguldījumi PII atklāšanā, NER un anonimizācijas tehnoloģijā
33 raksti
[LV: Translation Needed] Cross-Platform PII...
[LV: Translation Needed] Privacy officers on Mac, legal on Windows, data engineers on Linux — all processing the same data with different tools.
[LV: Translation Needed] Cross-Application PII...
[LV: Translation Needed] Customer data flows from browser research to Word drafts to Claude prompts. Each context switch is a potential leakage point.
[LV: Translation Needed] GDPR in Your Application...
[LV: Translation Needed] Application logs contain customer email addresses, IPs, and account numbers that GDPR Article 5(1)(e) requires be managed.
[LV: Translation Needed] GDPR-Compliant Log Sharing...
[LV: Translation Needed] Application logs silently accumulate user emails, IPs, and account numbers.
[LV: Translation Needed] The Document Format...
[LV: Translation Needed] A single DSAR response may span Word contracts, PDF invoices, Excel customer lists, and CSV exports.
[LV: Translation Needed] Why Binary PII Detection Is...
[LV: Translation Needed] Detected/not-detected is insufficient for compliance contexts that require human judgment.
[LV: Translation Needed] Presidio Is Powerful.
[LV: Translation Needed] Microsoft Presidio has thousands of GitHub stars and hundreds of open issues.
[LV: Translation Needed] From 6 Weeks of DevOps Hell...
[LV: Translation Needed] Healthcare SaaS teams spend 6 weeks on self-hosted Presidio production deployment before switching to managed API.
[LV: Translation Needed] The Real Cost of 'Free'...
[LV: Translation Needed] Self-hosting Presidio requires 40-80 hours initial setup and 5-10 hours/month ongoing maintenance.
Presidio 22,7% Precizitātes Problēma...
Microsoft Presidio skaņas detektors rata 22,7% viltus pozitīvu vērtības: parastais vārds tiek uzņemts kā personiski dati.
[LV] Reproducible Privacy: Why ML Teams Need...
[LV] ML training data anonymization must be consistent and reproducible. If data scientists A and B apply different entity types...
[LV] Building a GDPR-Safe Data Pipeline...
[LV] dbt column tags are not GDPR compliance. Raw customer data hits your Snowflake warehouse unmasked before tag-based policies apply.
[LV] FOIA in the AI Era: How Agencies Are Cutting...
[LV] The federal government spent an estimated $500M on FOIA processing in 2024, mostly manual redaction.
[LV] GDPR-Compliant ML Training Data...
[LV] GDPR restricts using personal data for ML training beyond its original collection purpose.
[LV] How Government Agencies Can Cut FOIA Processing...
[LV] US federal agencies received 1.5 million FOIA requests in FY2024 at an average cost of $482 per request.
[LV] Presidio vs. anonym.legal: What You Get When You...
[LV] Microsoft Presidio is technically free but costs 40-80 engineering hours to deploy properly.
[LV] Air-Gapped Privacy: How to Anonymize Sensitive...
[LV] FedRAMP and ITAR environments have one thing in common — the cloud is not an option. Reversible pseudonymization under GDPR Art.
[LV] The False Positive Tax: Why Your PII Tool's...
[LV] Presidio GitHub issue #1071 documents systematic false positives. A 2024 study found 22.7% precision in mixed-language enterprise datasets.
[LV] The Middle East Compliance Gap...
[LV] GDPR doesn't end at the Bosphorus. Arabic and Hebrew PII in EU business workflows is systematically unprotected.
Jauktās valodas dokumenti: Kāpēc DACH dokumenti...
DACH reģionā (Vācija, Austrija, Šveice) dokumenti bieži satur jauktās valodas saturu. Tas padara PII noteikšanu grūtu un neprecīzu.
APAC PII noteikšana: Kāpēc Taizemes...
APAC valodu PII entitātes (Thai CPR, Indonesian NIK, Vietnamese ID) ir nacionāli specifikas. Universāls angļu rīks tās nevar iederēt.
Presidio kļūdaini pozitvie: Kāpēc nepamatoti liegumi...
Presidio kļūdaini pozitvie - nepareizu entitātes noteikšana - rada leģitīmā kontekstā anonimizējies datus.
ISO 27001 nulles piekļuves piegādātāju novērtēšana: 2025.
ISO 27001 sertifikācija verificē drošības vadību, nevis datu piekļuves. Nulles piekļuves piegādātāji saņem vienādas izpildes kredīta punktus...
Sarežģītāko drošības anketu jautājumu risināšana...
Uzņēmuma programmatūras drošības anketas vidēji satur 100+ jautājumus. Nulles piekļuves arhitektūra sniedz kategoriskas atbildes uz grūtākajiem...
[LV] What the LastPass Breach Should Have Taught...
[LV] LastPass encrypted their users' data. The vaults were still exfiltrated. 600K+ Okta records followed.
[LV] Why 'We Encrypt Your Data' Is Not Enough...
[LV] $438M stolen from LastPass users after their 'encrypted' vaults were breached. A £1.2M ICO fine followed.
LangChain CVE-2025-68664
Kritiska ievainojamība
LibreOffice PII Anonimizācija: Kā Rediģēt Sensitīvus...
Soli pa solim ceļvedis PII anonimizācijai LibreOffice dokumentos, izmantojot anonym.legal paplašinājumu.
LibreOffice vs. Microsoft Office PII Rediģēšanai...
Detalizēts PII anonimizācijas spēju salīdzinājums LibreOffice (anonym.legal paplašinājums) un Microsoft Office (Office Add-in).
Air-Gapped PII Anonimiāzācija: Kāpēc Aizsardzē un...
41% no uzņēmuma drošības politikām aizliedz klasificēto dokumentu mākoņa apstrādi.
Atgriezeniska pret Pastāvīga: Kāpēc Jūsu Redakcijas...
GDPR izšķir anonimiāzāciju no pseidonimiāzācijas. Tiesas prasa oriģinālos dokumentus. Pētniecība nepieciešama re-identifikācija.
Daudzvalodisku NER: Kāpēc Jūsu Angļu Valodā Apmācīts...
Angļu Valodas NER modeļi sasniedz 85-92% precizitāti. Arābu un Ķīniešu? Bieži 50-70%.
Kā Lietot Claude un ChatGPT Bez Uzņēmuma Noslēpumu...
Izstrādātāja ceļvedis AI palīgu drošai lietošanai. Iestatiet MCP Server integrāciju caurspīdīgai PII aizsardzībai Claude Desktop, Cursor un VS Code.
Sāciet Aizsargāt Savus Datus Šodien
285+ entitāšu veidi, 48 valodas, uzņēmuma līmeņa drošība par sākuma cenām.