Tag: practical implications

  • Hacker News: Chunking Attacks on File Backup Services Using Content-Defined Chunking [pdf]

    Source URL: https://www.daemonology.net/blog/chunking-attacks.pdf Source: Hacker News Title: Chunking Attacks on File Backup Services Using Content-Defined Chunking [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details various parameter-extraction attacks on file backup services utilizing content-defined chunking (CDC) techniques. The authors explore vulnerabilities associated with the use of user-specific secret parameters in CDC…

  • Cloud Blog: Build GraphRAG applications using Spanner Graph and LangChain

    Source URL: https://cloud.google.com/blog/products/databases/using-spanner-graph-with-langchain-for-graphrag/ Source: Cloud Blog Title: Build GraphRAG applications using Spanner Graph and LangChain Feedly Summary: Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected…

  • Cloud Blog: Building AI agents with Gen AI Toolbox for Databases and Dgraph

    Source URL: https://cloud.google.com/blog/topics/partners/expanding-gen-ai-toolbox-for-databases-with-hypermode/ Source: Cloud Blog Title: Building AI agents with Gen AI Toolbox for Databases and Dgraph Feedly Summary: We recently announced the public beta of Gen AI Toolbox for Databases, and today we’re excited to expand its capabilities through a new partnership with Hypermode. Gen AI Toolbox for Databases is an open source…

  • Hacker News: Zero-knowledge proofs, encoding Sudoku and Mario speedruns without semantic leak

    Source URL: https://vasekrozhon.wordpress.com/2025/03/17/zero-knowledge-proofs/ Source: Hacker News Title: Zero-knowledge proofs, encoding Sudoku and Mario speedruns without semantic leak Feedly Summary: Comments AI Summary and Description: Yes Summary: The text focuses on zero-knowledge proofs, illustrating their foundational concepts and applications, particularly in cryptography and distributed systems. The discussion highlights how zero-knowledge proofs can be a solution to…

  • The Register: Too many software supply chain defense bibles? Boffins distill advice

    Source URL: https://www.theregister.com/2025/03/20/software_supply_chain_defense/ Source: The Register Title: Too many software supply chain defense bibles? Boffins distill advice Feedly Summary: How to avoid another SolarWinds, Log4j, and XZ Utils situation Organizations concerned about software supply chain attacks should focus on role-based access control, system monitoring, and boundary protection, according to a new preprint paper on the…

  • Cisco Talos Blog: UAT-5918 targets critical infrastructure entities in Taiwan

    Source URL: https://blog.talosintelligence.com/uat-5918-targets-critical-infra-in-taiwan/ Source: Cisco Talos Blog Title: UAT-5918 targets critical infrastructure entities in Taiwan Feedly Summary: UAT-5918, a threat actor believed to be motivated by establishing long-term access for information theft, uses a combination of web shells and open-sourced tooling to conduct post-compromise activities to establish persistence in victim environments for information theft and…

  • Simon Willison’s Weblog: OpenAI platform: o1-pro

    Source URL: https://simonwillison.net/2025/Mar/19/o1-pro/ Source: Simon Willison’s Weblog Title: OpenAI platform: o1-pro Feedly Summary: OpenAI platform: o1-pro OpenAI have a new most-expensive model: o1-pro can now be accessed through their API at a hefty $150/million tokens for input and $600/million tokens for output. That’s 10x the price of their o1 and o1-preview models and a full…

  • Hacker News: An early look at cryptographic watermarks for AI-generated content

    Source URL: https://blog.cloudflare.com/an-early-look-at-cryptographic-watermarks-for-ai-generated-content/ Source: Hacker News Title: An early look at cryptographic watermarks for AI-generated content Feedly Summary: Comments AI Summary and Description: Yes Summary: The text focuses on the emerging practice of watermarking in generative AI, particularly emphasizing a new cryptographic approach aimed at ensuring the provenance of AI-generated content. It highlights the significance…