Techninė
Gilinimasis į PII aptikimą, NER ir anonimizavimo technologijas
33 straipsniai
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[LT-07] How Government Agencies Can Cut FOIA...
[LT-07] US federal agencies received 1.5 million FOIA requests in FY2024 at an average cost of $482 per request.
[LT-07] Presidio vs. anonym.legal: What You Get When...
[LT-07] Microsoft Presidio is technically free but costs 40-80 engineering hours to deploy properly.
[LT-04] Air-Gapped Privacy: How to Anonymize...
[LT-04] FedRAMP and ITAR environments have one thing in common — the cloud is not an option. Reversible pseudonymization under GDPR Art.
[LT-04] The False Positive Tax: Why Your PII Tool's...
[LT-04] Presidio GitHub issue #1071 documents systematic false positives. A 2024 study found 22.7% precision in mixed-language enterprise datasets.
[LT-04] The Middle East Compliance Gap...
[LT-04] GDPR doesn't end at the Bosphorus. Arabic and Hebrew PII in EU business workflows is systematically unprotected.
[LT-03] The Mixed-Language Document Problem...
[LT-03] 72% of EU enterprises process documents in 3+ languages simultaneously.
[LT-03] APAC Data Privacy: Why Your English PII Tool...
[LT-03] A Singapore fintech processing 500,000 monthly support chats across 12 APAC languages found their English-only tool missed PII in 60% of...
[LT-03] The False Positive Problem: Why Pure ML...
[LT-03] A 2024 benchmark found Presidio generated 13,536 false positive name detections across 4,434 samples — flagging pronouns, vessel names...
[LT-03] How ISO 27001 + Zero-Knowledge Architecture...
[LT-03] A 2025 survey found 'lack of recognized security certification' was the #2 reason CISOs disqualify SaaS vendors.
[LT-03] Answering the Hardest Security Questionnaire...
[LT-03] Enterprise vendor security questionnaires average 100+ questions. Zero-knowledge architecture answers the hardest ones definitively...
[LT-02] What the LastPass Breach Should Have Taught...
[LT-02] LastPass encrypted their users' data. The vaults were still exfiltrated. 600K+ Okta records followed.
[LT-02] Why 'We Encrypt Your Data' Is Not Enough...
[LT-02] $438M stolen from LastPass users after their 'encrypted' vaults were breached. A £1.2M ICO fine followed.
LangChain CVE-2025-68664: How PII Leaks Through Your...
CVSS 9.3. LangChain's serialization functions expose environment variables and secrets to attacker-controlled LLMs.
LibreOffice PII Anonimizavimas: Kaip Naudoti Jautrių...
Žingsnis po žingsnio vadovas PII anonimizavimui LibreOffice dokumentuose naudojant anonym.legal plėtinį.
LibreOffice vs. Microsoft Office PII Redakcijai...
Išsamus PII anonimizavimo galimybių palyginimas LibreOffice (anonym.legal plėtinys) ir Microsoft Office (Office Add-in).
[LT-01] Air-Gapped PII Anonymization...
[LT-01] 41% of enterprise security policies prohibit cloud processing of classified documents.
[LT-01] Reversible vs. Permanent: Why Your Redaction...
[LT-01] GDPR distinguishes anonymization from pseudonymization. Courts require original documents. Research needs re-identification.
[LT-01] Multi-Language NER: Why Your English-Trained...
[LT-01] English NER models achieve 85-92% accuracy. Arabic and Chinese? Often 50-70%.
[LT-01] How to Use Claude and ChatGPT Without Leaking...
[LT-01] A developer's guide to using AI assistants securely. Set up MCP Server integration for transparent PII protection in Claude Desktop, Cursor...
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