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Tag: differential privacy

  • Hacker News: Homomorphic Encryption in iOS 18

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    Kurt Seifried
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    Source URL: https://boehs.org/node/homomorphic-encryption Source: Hacker News Title: Homomorphic Encryption in iOS 18 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth analysis of Apple’s use of homomorphic encryption to protect user privacy while enhancing the search functionality in the Photos app. It contrasts conventional encryption methods with homomorphic encryption, emphasizing…

  • Hacker News: Apple auto-opts everyone into having their photos analyzed by AI for landmarks

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    system automation
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    Source URL: https://www.theregister.com/2025/01/03/apple_enhanced_visual_search/ Source: Hacker News Title: Apple auto-opts everyone into having their photos analyzed by AI for landmarks Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Apple’s new feature, Enhanced Visual Search, which processes users’ photos to identify landmarks without explicit consent. Although it employs homomorphic encryption and claims to…

  • The Register: Apple auto-opts everyone into having their photos analyzed by AI for landmarks

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    system automation
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    Source URL: https://www.theregister.com/2025/01/03/apple_enhanced_visual_search/ Source: The Register Title: Apple auto-opts everyone into having their photos analyzed by AI for landmarks Feedly Summary: Homomorphic-based Enhanced Visual Search is so privacy-preserving, iPhone giant activated it without asking Apple last year deployed a mechanism for identifying landmarks and places of interest in images stored in the Photos application on…

  • Hacker News: Privacy of Photos.app’s Enhanced Visual Search

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    system automation
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    Source URL: https://mjtsai.com/blog/2025/01/01/privacy-of-photos-apps-enhanced-visual-search/ Source: Hacker News Title: Privacy of Photos.app’s Enhanced Visual Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights privacy concerns surrounding Apple’s Enhanced Visual Search feature, which enables photo searching using landmarks but automatically uploads photo data to Apple’s servers. Critics argue that the lack of clear communication…

  • Hacker News: Apple Photos phones home on iOS 18 and macOS 15

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    system automation
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    Source URL: https://lapcatsoftware.com/articles/2024/12/3.html Source: Hacker News Title: Apple Photos phones home on iOS 18 and macOS 15 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores concerns regarding Apple’s new feature, Enhanced Visual Search, which allows the company to perform searches on users’ photos by utilizing a global index. The concerns highlighted…

  • CSA: Is AI a Data Security Compliance Challenge?

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    Source URL: https://cloudsecurityalliance.org/articles/ai-and-data-protection-strategies-for-llm-compliance-and-risk-mitigation Source: CSA Title: Is AI a Data Security Compliance Challenge? Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the critical intersection of AI technology, particularly large language models (LLMs), with data security and compliance challenges. It emphasizes the necessity for organizations to adapt to evolving regulations like GDPR and…

  • Hacker News: Nebula: Brave’s differentially private system for privacy-preserving analytics

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    system automation
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    Source URL: https://brave.com/blog/nebula/ Source: Hacker News Title: Nebula: Brave’s differentially private system for privacy-preserving analytics Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces Nebula, a new system from Brave Research designed for product usage analytics while ensuring user privacy through differential privacy guarantees. Nebula employs innovative techniques such as verifiable user-side…