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Tag: federated learning

  • Cloud Blog: Google Cloud and Swift pioneer advanced AI and federated learning tech to help combat payments fraud

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    Source URL: https://cloud.google.com/blog/products/identity-security/google-cloud-and-swift-pioneer-advanced-ai-and-federated-learning-tech/ Source: Cloud Blog Title: Google Cloud and Swift pioneer advanced AI and federated learning tech to help combat payments fraud Feedly Summary: Conventional fraud detection methods have a hard time keeping up with increasingly sophisticated criminal tactics. Existing systems often rely on the limited data of individual institutions, and this hinders the…

  • Schneier on Security: AI Industry is Trying to Subvert the Definition of “Open Source AI”

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    Source URL: https://www.schneier.com/blog/archives/2024/11/ai-industry-is-trying-to-subvert-the-definition-of-open-source-ai.html Source: Schneier on Security Title: AI Industry is Trying to Subvert the Definition of “Open Source AI” Feedly Summary: The Open Source Initiative has published (news article here) its definition of “open source AI,” and it’s terrible. It allows for secret training data and mechanisms. It allows for development to be done…

  • 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…

  • CSA: Leveraging Zero-Knowledge Proofs in Machine Learning

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    Source URL: https://cloudsecurityalliance.org/blog/2024/09/20/leveraging-zero-knowledge-proofs-in-machine-learning-and-llms-enhancing-privacy-and-security Source: CSA Title: Leveraging Zero-Knowledge Proofs in Machine Learning Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the potential applications of Zero-Knowledge Proofs (ZKPs) in the realms of machine learning (ML) and large language models (LLMs), highlighting their role in enhancing data privacy and security. As ZKPs allow for…