隐私计算与数据要素 · 全部实体（第 93 / 100 页）

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• Privacy-preserving genotype imputation in a trusted execution environment.
  europepmc 2021 置信度 0.80
• FairCs-Blockchain-Based Fair Crowdsensing Scheme using Trusted Execution Environment.
  europepmc 2020 置信度 0.80
• Trust-Aware Environmental State Consensus for Smart Agriculture with TEE-Enabled Sensing and Byzantine-Resilient Blockchain Coordination.
  europepmc 2026 置信度 0.80
• Decentralized Tele-Rehabilitation via Edge AI-Oracle Architecture for Spatiotemporal Pain Assessment.
  europepmc 2026 置信度 0.80
• A TEE-Protected Framework for Explainable LLM-Assisted Microgrid Decision Support
  europepmc 2026 置信度 0.80
• A Method for Continuous Dual-Offline Payment of Cryptocurrency Based on Asset Credentials.
  europepmc 2026 置信度 0.80
• A Lightweight Hybrid Authentication and Key Agreement Protocol for Decentralized Device-to-Device Communication with Post-Quantum Confidentiality.
  europepmc 2026 置信度 0.80
• Nine quick tips for software containerization.
  europepmc 2026 置信度 0.80
• Execution-bound advisory automation for agentic AI: a reproducible AIBOM-driven CSAF-VEX framework.
  Introduction Agentic AI systems integrate foundation models, prompt templates, tool connectors, orchestration logic, and containerised dependencies, creating exploitability conditions that cannot be inferred from static Software Bills of Materials (SBOMs). Art…
  europepmc 2026 置信度 0.80
• Exploiting Trusted Execution Environments and Distributed Computation for Genomic Association Tests.
  europepmc 2026 置信度 0.80
• Privilege-Preserving Federated Learning for Collaborative Legal AI: An Architecture for Cryptographic Gradient Protection Under Attorney-Client Privilege Constraints
  europepmc 2026 置信度 0.80
• OracleTrust: A dual-layer provenance-based signature verification scheme for preventing transaction malleability in blockchain.
  europepmc 2026 置信度 0.80
• System and Method for Privacy-Preserving Database Activity Monitoring Using Query Metadata Abstraction and Fingerprinting
  europepmc 2026 置信度 0.80
• Cutting-edge optimized multi-source data fusion for trusted execution and management of blockchain transactions on the internet of medical things (IoMT) with machine learning.
  europepmc 2025 置信度 0.80
• EnCloak: Protecting Sensitive Data in Remote Computing Using Trusted Execution Environments
  europepmc 2025 置信度 0.80
• 5G-DAuth: Decentralized Privacy-Preserving Service Authorization for 5G Network Functions
  europepmc 2025 置信度 0.80
• TRUST: A toolkit for TEE-assisted secure outsourced computation over integers.
  europepmc 2026 置信度 0.80
• VeriFed: Temporally Consistent Continuous Cross-Chain Data Federation.
  europepmc 2026 置信度 0.80
• Ten simple rules for executing an inherited research plan in computational biology.
  europepmc 2026 置信度 0.80
• Research on key technologies for privacy-preserving, regulatorily compliant, and cross-chain interoperability in heterogeneous blockchain systems.
  europepmc 2026 置信度 0.80
• Blockchain-enabled identity management for IoT: a multi-layered defense against adversarial AI.
  europepmc 2026 置信度 0.80
• A Systematic Review of Kernel-Level Security Mechanisms, Vulnerability Detection and Mitigation in Modern Operating Systems.
  europepmc 2026 置信度 0.80
• KATENA: a verifiable governance architecture for encrypted cloud storage systems.
  europepmc 2026 置信度 0.80
• Industrial internet data management framework with blockchain integration for data integrity assurance and access control resolution.
  europepmc 2026 置信度 0.80
• Optimization of cross-institutional medical federated learning framework driven by confidential computing.
  europepmc 2026 置信度 0.80
• Software Trusted Platform Module (SWTPM) Resource Sharing Scheme for Embedded Systems.
  europepmc 2025 置信度 0.80
• Efficient authentication system based on blockchain for E-government.
  europepmc 2025 置信度 0.80
• Ensuring the integrity of AI models: a blockchain-based approach for protecting medical imaging training data.
  europepmc 2026 置信度 0.80
• A collaborative multi-party encryption for mitigating man-in-the-middle attacks in smart grid and energy IoT systems.
  europepmc 2026 置信度 0.80
• A scalable post quantum secure blockchain framework with adaptive time consensus in cloud environments.
  europepmc 2025 置信度 0.80
• Blockchain-based trusted traceability and sustainability certification of leather products.
  europepmc 2025 置信度 0.80
• A Blockchain-Enabled Multi-Authority Secure IoT Data-Sharing Scheme with Attribute-Based Searchable Encryption for Intelligent Systems.
  europepmc 2025 置信度 0.80
• Decoding China's policy-driven blockchain evolution: a multi-agent collaborative analytical framework.
  Unlike market-driven blockchain evolution paths observed globally, China follows a distinctive policy-guided trajectory integrating technology research, application scenarios, and regulatory governance. However, existing studies have seldom offered a systemati…
  europepmc 2026 置信度 0.80
• A Post-Quantum Authentication and Key Agreement Protocol Based on Lattice-Based KEM for Secure Network Environments.
  europepmc 2026 置信度 0.80
• A secure and scalable blockchain-assisted authentication framework for decentralized IoT data management.
  europepmc 2026 置信度 0.80
• Scalable privacy-preserving data analytics for IoMT via FHE and zk-SNARK-enabled edge aggregation.
  europepmc 2026 置信度 0.80
• ElasticPay: Instant Peer-to-Peer Offline Extended Digital Payment System.
  europepmc 2024 置信度 0.80
• Supporting Cultural and Learning Enablers for a Learning Health System (SCALE): A Program Theory Approach.
  europepmc 2026 置信度 0.80
• Towards understanding the applicability of runtime moving target defense for the internet of things and cyber physical systems.
  europepmc 2026 置信度 0.80
• A zero-knowledge enabled dynamic sharding architecture for scalable decentralized smart contract execution in IOT environments.
  europepmc 2026 置信度 0.80
• Leveraging technologies for data management and sharing to foster collaboration and implement data spaces.
  The 2020 European Strategy for Data aims at developing Common European Data Spaces as a means to build a pan-European single market for data, thereby supporting economic growth and maximizing citizens' use of data. It demands data spaces in strategic sectors, …
  europepmc 2026 置信度 0.80
• AI-driven adaptive adversaries and the erosion of cryptographic trust in public key systems.
  europepmc 2026 置信度 0.80
• CAPPR-Wallet: a context-aware and recoverable wallet architecture with privacy-preserving rules for trustless blockchain ecosystems.
  europepmc 2026 置信度 0.80
• Improving Vehicular Network Authentication with Teegraph: A Hashgraph-Based Efficiency Approach.
  europepmc 2025 置信度 0.80
• Cataract: optimising and monitoring surgical outcomes.
  europepmc 2025 置信度 0.80
• Secure and Intelligent Low-Altitude Infrastructures: Synergistic Integration of IoT Networks, AI Decision-Making and Blockchain Trust Mechanisms.
  europepmc 2025 置信度 0.80
• No short cuts: building trust in community-based research with ethnocultural groups.
  europepmc 2026 置信度 0.80
• Remote medical system driven by medical big models: Dynamic defense model for network security threats.
  europepmc 2026 置信度 0.80
• A user centric group authentication scheme for secure communication.
  europepmc 2026 置信度 0.80
• A cloud server centric multifactor lightweight authentication scheme for eHealth systems.
  europepmc 2026 置信度 0.80
• Cybersecurity breaches in medical devices: analyzing FDA safety communications in response to patient security concerns.
  europepmc 2026 置信度 0.80
• Ethical AI in Healthcare: Integrating Zero-Knowledge Proofs and Smart Contracts for Transparent Data Governance.
  europepmc 2025 置信度 0.80
• From Methodological Challenges to Recommendations for Future Practice: Lessons From an Ethnographic Study With People With Intellectual Disabilities.
  europepmc 2026 置信度 0.80
• SPHTRLM: secure and privacy-preserving hyperparameter-tuned reinforcement learning method for robot path finding in dynamic environments.
  Autonomous robot navigation within a dynamic environment is a complicated issue since environmental factors keep on changing, safety remains a factor, and issues of data privacy concern are also on the increase. The existing reinforcement learning (RL) navigat…
  pubmed Dewangan RR, Thombre D, Parganiha V, Verma M 等 2026 置信度 0.82
• Energy Consumption Analysis and Optimization of Speech Algorithms for Intelligent Terminals
  europepmc 2025 置信度 0.80
• SPHN Connector - a scalable pipeline for generating validated knowledge graphs from federated and semantically enriched health data.
  europepmc 2026 置信度 0.80
• Embodied intelligence-driven adaptive collaboration in supply chains: A four-dimensional synergy framework and mechanism analysis.
  Existing research focuses on data-driven algorithm optimization but overlooks the embodied nature of supply chains as physical and digital integrated systems, leading to a disconnect between AI and physical collaboration. This study introduces embodied intelli…
  europepmc 2026 置信度 0.80
• Hairdressers as Mental Health Gatekeepers in Adolescent Sextual Reproductive Health Contexts in Northern Uganda.
  europepmc 2025 置信度 0.80
• Lightweight data protection framework for secure edge transmission using IOTA-MAM.
  europepmc 2025 置信度 0.80
• Federated, governed, and interoperable? The emerging architecture of public human genomic data infrastructures: a European perspective.
  europepmc 2026 置信度 0.80
• Agile nudge implementation to improve minority recruitment in community-based research.
  europepmc 2026 置信度 0.80
• IoT and Blockchain for Support for Smart Contracts Through TpM.
  europepmc 2025 置信度 0.80
• An Integrated Cyber-Physical Digital Twin Architecture with Quantitative Feedback Theory Robust Control for NIS2-Aligned Industrial Robotics.
  europepmc 2026 置信度 0.80
• EMBRAVE: EMBedded Remote Attestation and Verification framEwork.
  europepmc 2025 置信度 0.80
• Designing Artificial Intelligence Tools to Strengthen Human Connection in Healthcare: The CoCo Experience.
  Healthcare organizations face persistent tension between efficiency and human connection. Digital systems often fragment attention and unintentionally distance staff from patients. At Mayo Clinic, we developed a conversational artificial intelligence (AI) agen…
  europepmc 2026 置信度 0.80
• Securing Cyber-Physical Water Infrastructures: A Hybrid Intrusion Detection System for IoT Telemetry and Industrial Protocols.
  Historically, critical water infrastructures have operated with limited digitalization, relying on legacy protocols designed without intrinsic security. The rapid integration of advanced IoT telemetry into Operational Technology (OT) networks has dissolved tra…
  europepmc 2026 置信度 0.80
• Implementation of a Quantum Authentication Protocol Using Single Photons in Deployed Fiber.
  europepmc 2026 置信度 0.80
• MatSwarm: trusted swarm transfer learning driven materials computation for secure big data sharing.
  europepmc 2024 置信度 0.80
• A Secure and Lightweight ECC-Based Authentication Protocol for Wireless Medical Sensors Networks.
  europepmc 2025 置信度 0.80
• End-to-End Privacy-Aware Federated Learning for Wearable Health Devices via Encrypted Aggregation in Programmable Networks.
  europepmc 2025 置信度 0.80
• Enhanced EAADE: a quantum-resilient and privacy-preserving authentication protocol for secure data exchange in vehicular social networks.
  europepmc 2025 置信度 0.80
• From Sensing to Sense-Making: A Framework for On-Person Intelligence with Wearable Biosensors and Edge LLMs.
  europepmc 2026 置信度 0.80
• A Pragmatic Framework for Federated Learning Risk and Governance in Academic Medical Centers.
  europepmc 2026 置信度 0.80
• A Survey on Proof of Sequential Work: Development, Security Analysis, and Application Prospects.
  europepmc 2025 置信度 0.80
• Certificateless data integrity auditing with sparse Merkle trees for the cloud-edge environment.
  europepmc 2025 置信度 0.80
• "The Ventilator Means Death": Patient and Family Beliefs, Cost Anxiety and Trust as Drivers of Mechanical Ventilation Refusal in Somali Intensive Care.
  europepmc 2026 置信度 0.80
• Restoration of Acoustic Identity via Artificial Intelligence-Driven Neural Voice Conversion for Total Laryngectomy Patients: A Technical Framework for Biometric Security and Social Inclusion.
  europepmc 2026 置信度 0.80
• On simulation reuse in healthcare applications.
  europepmc 2026 置信度 0.80
• Machine learning-based prediction of future dementia using routine clinical MRI brain scans and healthcare data
  europepmc 2025 置信度 0.80
• Interoperability architecture for data spaces.
  europepmc 2026 置信度 0.80
• A maturity model framework for federated networks of trusted research environments.
  europepmc 2026 置信度 0.80
• Privacy-Preserving Intrusion Detection in SDN-IoT Networks: Machine Learning, Deep Learning, Differential Privacy, and Inference Attacks
  europepmc 2026 置信度 0.80
• Privacy-Preserving Machine Learning for Electronic Health Records
  europepmc 2025 置信度 0.80
• FEDERATED LEARNING FOR PRIVACY-PRESERVING MEDICAL DIAGNOSTICS
  crossref Dr. Heena Kousar 2026-04-04T19:15:57Z 置信度 0.70
• Privacy-Preserving Machine Learning: How Ai Drives Prosperity While Safeguarding Privacy.
  crossref 2025-06-22T09:47:32Z 置信度 0.70
• Privacy-preserving Machine Learning for Remote Speech Processing
  crossref Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso 2024-11-05T14:19:13Z 置信度 0.70
• Privacy-Preserving Machine Learning Models for Sensitive Customer Data in Insurance Systems
  The insurance industry is exploring the use of machine learning (ML) models to leverage the huge volume of customer data for of-the-moment business decisions. It is, however, extremely sensitive information. From a design per- spective, data attribute utility …
  crossref Keerthi Amistapuram 2025-10-31T10:50:42Z 置信度 0.70
• Federated Continual Learning for Privacy-Preserving Predictive Intelligence
  Federated Learning (FL) enables privacy-preserving collaborative model training without sharing raw data but faces challenges in handling concept drift, non-IID data, and evolving tasks. Although Continual Learning (CL) supports lifelong knowledge adaptation a…
  crossref Lothar Collatz 2026-07-27T11:03:42Z 置信度 0.70
• Privacy Preserving Machine Learning Workflow: from Anonymization to Personalized Differential Privacy Budgets in Federated Learning
  crossref Judith Sáainz-Pardo Díiaz, Álvaro López Garcíia 2026-07-29T19:14:52Z 置信度 0.70
• CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
  crossref Sijun Tan, Brian Knott, Yuan Tian, David J. Wu 2021-08-26T21:03:31Z 置信度 0.70
• Research on Financial Fraud Identification Model Based on Privacy-Preserving Machine Learning
  crossref Li Jiao, Hui Li 2024-04-16T22:11:20Z 置信度 0.70
• A Fully Secure Approach to Privacy-Preserving Machine Learning for Satellite Image Classification
  crossref Joseph O'Neill, Lydia Bouzar-Benlabiod 2024-12-05T22:41:58Z 置信度 0.70
• Advancing Federated Machine Learning for Privacy-Preserving Financial Models: Performance Comparison with Standard Machine Learning on Financial Data
  Aim/Purpose To explore the potential of Federated Machine Learning (FML) in developing predictive models while ensuring data privacy and security. Background The rise of data-driven technologies has led to an increased focus on privacy concerns associated with…
  crossref Samuel Sambasivam 2025-06-27T21:25:34Z 置信度 0.70
• Federated Machine Learning On Big Healthcare Data For Privacy-Preserving Analytics
  Advances in digital medicine necessitate widespread use of patient data by hospitals and medical institutions for analytics, clinical research, and training of intelligent healthcare systems. Against the backdrop of stringent privacy concerns, data-minimizatio…
  crossref Sasi Kumar Kolla 2026-03-24T13:59:26Z 置信度 0.70
• Distributed Machine Learning in Healthcare: A Privacy-Preserving Approach to Building Generalizable AI Models Across Institutions
  crossref Mark Jameson, Nate Wilson 2025-06-04T09:02:34Z 置信度 0.70
• Privacy-preserving reinforcement learning
  crossref Jun Sakuma, Shigenobu Kobayashi, Rebecca N. Wright 2008-08-12T18:30:36Z 置信度 0.70
• OCT-based optic neuropathy diagnosis using explainable and privacy-preserving machine learning.
  europepmc 2026 置信度 0.80
• Federated Learning, Temporal Convolutional Networks, Electric Vehicle Charging Infrastructure, Intrusion Detection, Cybersecurity, Privacy-Preserving Machine Learning
  Abstract The rapid growth of electric vehicle (EV) charging infrastructure has increased exposure to cyberattacks, while conventional centralized intrusion detection remains poorly suited to distributed and privacy-sensitive EVSE environments. This study propo…
  europepmc Mohammed Gamal Ragab, Hitham Alhussian, Said Jadid Abdulkadir, Majdy Eltahir 等 2026 置信度 0.80
• Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning
  europepmc 2025 置信度 0.80
• AI for Cholera Outbreak Prediction, Real-Time Tracking, and Low-Resource Diagnostics using Federated and Privacy-Preserving Machine Learning
  europepmc 2025 置信度 0.80