Tag: privacy techniques
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Slashdot: Google Releases VaultGemma, Its First Privacy-Preserving LLM
Source URL: https://yro.slashdot.org/story/25/09/16/000202/google-releases-vaultgemma-its-first-privacy-preserving-llm?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Google Releases VaultGemma, Its First Privacy-Preserving LLM Feedly Summary: AI Summary and Description: Yes Summary: The text discusses recent advancements in LLMs, particularly surrounding the integration of differential privacy to mitigate the risk of memorization of sensitive training data. It highlights the balance between privacy and model performance, introducing…
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Hacker News: Homomorphic Encryption in iOS 18
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…
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Hacker News: Apple auto-opts everyone into having their photos analyzed by AI for landmarks
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…
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CSA: Is AI a Data Security Compliance Challenge?
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…