Web3 Tech Brief By HackerNoon

HackerNoon

Learn the latest Web3 updates in the tech world.

  1. Can Claude Audit Smart Contracts? Zero-Shot Vulnerability Detection Across Five SWC Classes

    -2 J

    Can Claude Audit Smart Contracts? Zero-Shot Vulnerability Detection Across Five SWC Classes

    This story was originally published on HackerNoon at: https://hackernoon.com/can-claude-audit-smart-contracts-zero-shot-vulnerability-detection-across-five-swc-classes. Claude Sonnet 4.6 caught all five known smart contract vulnerabilities in a zero-shot benchmark test — but marked every single one as Critical. Check more stories related to web3 at: https://hackernoon.com/c/web3. You can also check exclusive content about #smart-contract-security, #claude-sonnet-4.6, #solidity-vulnerabilities, #smartbugs-benchmark, #smart-contract-auditing, #ethereum-security, #reentrancy-attacks, #hackernoon-top-story, and more. This story was written by: @dilraboorziqulova. Learn more about this writer by checking @dilraboorziqulova's about page, and for more stories, please visit hackernoon.com. This article evaluates Claude Sonnet 4.6 on five vulnerable Solidity contracts from the SmartBugs Curated benchmark using a zero-shot auditing setup. Claude successfully identified all five primary vulnerability classes — including reentrancy, integer underflow, tx.origin misuse, timestamp manipulation, and unchecked send — while also surfacing additional valid findings across the contracts. The analysis focuses not only on detection accuracy, but on Claude’s tendency to consistently overestimate severity, raising questions about how LLMs should be positioned alongside tools like Slither and Mythril within real-world smart contract auditing workflows.

    13 min
  2. Designing a Blockchain-Based Universal Healthcare Identity System With Hyperledger and GCP

    -3 J

    Designing a Blockchain-Based Universal Healthcare Identity System With Hyperledger and GCP

    This story was originally published on HackerNoon at: https://hackernoon.com/designing-a-blockchain-based-universal-healthcare-identity-system-with-hyperledger-and-gcp. A technical blueprint for building a blockchain-based Universal Healthcare ID system using Hyperledger Fabric, Google Cloud, and FHIR interoperability standards Check more stories related to web3 at: https://hackernoon.com/c/web3. You can also check exclusive content about #healthcare-blockchain, #healthcare-tech, #google-cloud-platform, #universal-healthcare-id, #hyperledger-fabric, #healthcare-identity-management, #healthcare-cloud-architecture, #healthcare-data-fragmentation, and more. This story was written by: @dshivani. Learn more about this writer by checking @dshivani's about page, and for more stories, please visit hackernoon.com. This article proposes a production-grade Universal Healthcare ID (UHID) architecture designed to solve patient identity fragmentation across the U.S. healthcare system. Using Hyperledger Fabric for decentralized identity anchoring, Google Cloud Platform for healthcare data infrastructure, and FHIR/SMART interoperability standards for EMR integration, the piece outlines a three-layer system for secure patient identity resolution, consent management, and cross-provider healthcare coordination. It also explores governance, HIPAA compliance, auditability, and privacy challenges associated with nationwide healthcare identity infrastructure

    11 min

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Learn the latest Web3 updates in the tech world.