Как маскировать персональные данные на изображениях: наш эксперимент с OCR и NER

Всем привет! Меня зовут Андрей Иванов, я NLP-исследователь в R&D red_mad_robot. Мы разрабатываем систему Guardrails для защиты персональных данных (PII) и фильтрации небезопасного контента. В этой статье расскажу, как мы решали задачу точечного маскирования PII на картинках без обучения специальных визуальных детекторов. Разберём связку оптического распознавания символов (OCR) с NER-моделью, покажем метрики на реальных данных, раскроем ограничения подхода и наши решения для их преодоления.

https://habr.com/ru/companies/redmadrobot/articles/1011450/

#ai #llm #ocr #ner #pii #computer_vision #маскирование_данных #обработка_изображений #nlp #rnd

[en] Is #AI "#supercharged #surveillance" #legal? (#USA)

"... answer is not straightforward."

"... huge amount of information that the #government can #collect on Americans that is not itself regulated ... by the #Constitution .. #Fourth #Amendment ..."

"... the government can purchase commercial data ... which can include #sensitive personal information like #mobile #location and web #browsing records."

"What AI can do is it can take a lot of information, none of which is by itself sensitive, and therefore none of which by itself is #regulated, and it can give the government a lot of powers ...".

"AI can aggregate ... information to spot patterns, draw inferences ... at massive scale ... law has not caught up with #technological reality".

https://www.technologyreview.com/2026/03/06/1134012/is-the-pentagon-allowed-to-surveil-americans-with-ai/

#privacy #pii

OTTAWA - The Privacy Commissioner of Canada today held a press conference regarding the digital attack on Telus Canada's networks and information systems. Telus recently announced that attackers had claimed to have exfiltrated nearly 1 petabyte of company data, including customer data, equivalent to approximately 250,000 DVD movies.

The Commissioner announced a full investigation will take place. He also indicated that Canadian consumers should not be excessively worried about the breach of their personally identifiable information (PII), as the attackers will still be obligated to follow the requirements of the Personal Information Protection and Electronic Documents Act (PIPEDA), Canada's data privacy law since passage in 2000.

#Canada #privacy #Telus #hack #hackers #intrusion #exfiltration #PIPEDA #PrivacyCommissioner #security #PII

#PII

"The Social Security Administration’s internal watchdog is investigating a complaint that alleges a former U.S. DOGE Service employee claimed he had access to two highly sensitive agency databases and planned to share the information with his private employer — a claim that, if true, would constitute an unprecedented breach of security protocols at an agency that serves more than 70 million Americans."

https://www.washingtonpost.com/politics/2026/03/10/social-security-data-breach-doge-2/