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Confidential Computing Across Edge‐To‐Cloud for Machine Learning: A Survey Study

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Outgoing claims: the papers this work cites, builds on, or argues with.

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S3BD: Secure semantic search over encrypted big data in the cloud
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Privacy‐preserving clustering of unstructured big data for cloud‐based enterprise search solutions
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PDMA: Probabilistic service migration approach for delay‐aware and mobility‐aware mobile edge computing
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Is the edge really necessary for drone computing offloading? An experimental assessment in carrier‐grade 5G operator networks
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Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects
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Dynamic Decentralized Functional Encryption
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PySyft: A Library for Easy Federated Learning
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Attestation Mechanisms for Trusted Execution Environments Demystified
inferredcites →https://doi.org/10.1007/978-3-319-18467-8_37openalex-snapshot
The Dual-Execution-Environment Approach: Analysis and Comparative Evaluation
inferredcites →https://doi.org/10.1007/978-3-540-79228-4_1openalex-snapshot
Differential Privacy: A Survey of Results
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Code smells for Model-View-Controller architectures
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Secure data processing for IoT middleware systems
inferredcites →https://doi.org/10.1016/j.cose.2018.12.014openalex-snapshot
Trusted Cloud Computing Architectures for infrastructure as a service: Survey and systematic literature review
inferredcites →https://doi.org/10.1016/j.cose.2022.102669openalex-snapshot
IoT security certifications: Challenges and potential approaches
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Building and mining a repository of design pattern instances: Practical and research benefits
inferredcites →https://doi.org/10.1016/j.future.2021.12.002openalex-snapshot
Virtualizing mixed-criticality systems: A survey on industrial trends and issues
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Social big data: Recent achievements and new challenges
inferredcites →https://doi.org/10.1016/j.iot.2018.08.008openalex-snapshot
Internet of things reference architectures, security and interoperability: A survey
inferredcites →https://doi.org/10.1016/j.ress.2023.109246openalex-snapshot
Federated multi-source domain adversarial adaptation framework for machinery fault diagnosis with data privacy
inferredcites →https://doi.org/10.1016/j.sysarc.2021.102225openalex-snapshot
A Survey on Task Offloading in Multi-access Edge Computing
inferredcites →https://doi.org/10.1016/s1353-4858(20)30129-xopenalex-snapshot
The future of 5G smart home network security is micro-segmentation
inferredcites →https://doi.org/10.1038/d41586-023-00816-5openalex-snapshot
GPT-4 is here: what scientists think
inferredcites →https://doi.org/10.1038/s41598-022-05539-7openalex-snapshot
Federated learning and differential privacy for medical image analysis
inferredcites →https://doi.org/10.1088/1741-2552/aace8copenalex-snapshot
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
inferredcites →https://doi.org/10.1089/big.2021.0012openalex-snapshot
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems
inferredcites →https://doi.org/10.1109/access.2017.2778504openalex-snapshot
A Survey on the Edge Computing for the Internet of Things
inferredcites →https://doi.org/10.1109/access.2022.3176106openalex-snapshot
A Survey of State-of-the-art on Edge Computing: Theoretical Models, Technologies, Directions, and Development Paths
inferredcites →https://doi.org/10.1109/access.2022.3230791openalex-snapshot
Efficient CFI Enforcement for Embedded Systems Using ARM TrustZone-M
inferredcites →https://doi.org/10.1109/bigdata.2016.7841040openalex-snapshot
S3C: An architecture for space-efficient semantic search over encrypted data in the cloud
inferredcites →https://doi.org/10.1109/ccgrid51090.2021.00046openalex-snapshot
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud
inferredcites →https://doi.org/10.1109/ccgrid54584.2022.00054openalex-snapshot
Exploring the Impact of Virtualization on the Usability of Deep Learning Applications
inferredcites →https://doi.org/10.1109/cloud62652.2024.00019openalex-snapshot
FastMig: Leveraging FastFreeze to Establish Robust Service Liquidity in Cloud 2.0
inferredcites →https://doi.org/10.1109/comst.2021.3106401openalex-snapshot
Resource Scheduling in Edge Computing: A Survey
inferredcites →https://doi.org/10.1109/eurosp.2019.00020openalex-snapshot
SgxPectre: Stealing Intel Secrets from SGX Enclaves Via Speculative Execution
inferredcites →https://doi.org/10.1109/globecom54140.2023.10437519openalex-snapshot
UMS: Live Migration of Containerized Services across Autonomous Computing Systems
inferredcites →https://doi.org/10.1109/ice.2018.8436299openalex-snapshot
Distributed Ledger
inferredcites →https://doi.org/10.1109/icoin.2015.7057954openalex-snapshot
Homomorphic encryption in mobile multi cloud computing
inferredcites →https://doi.org/10.1109/iotdi.2018.00023openalex-snapshot
LogSafe: Secure and Scalable Data Logger for IoT Devices
inferredcites →https://doi.org/10.1109/iscc.2018.8538590openalex-snapshot
Achieving Data Dissemination with Security using FIWARE and Intel Software Guard Extensions (SGX)
inferredcites →https://doi.org/10.1109/jiot.2020.2986015openalex-snapshot
Intelligent Cooperative Edge Computing in Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2020.3033521openalex-snapshot
EEDTO: An Energy-Efficient Dynamic Task Offloading Algorithm for Blockchain-Enabled IoT-Edge-Cloud Orchestrated Computing
inferredcites →https://doi.org/10.1109/jiot.2021.3139989openalex-snapshot
Trust Management for Internet of Things: A Comprehensive Study
inferredcites →https://doi.org/10.1109/mnet.005.2100335openalex-snapshot
Securing Serverless Computing: Challenges, Solutions, and Opportunities
inferredcites →https://doi.org/10.1109/mtits.2017.8005585openalex-snapshot
Automated data in transit: Recent developments and applications
inferredcites →https://doi.org/10.1109/sec.2016.30openalex-snapshot
Demo Abstract: EVAPS: Edge Video Analysis for Public Safety
inferredcites →https://doi.org/10.1109/sec.2018.00057openalex-snapshot
Preliminary Study of Trusted Execution Environments on Heterogeneous Edge Platforms
inferredcites →https://doi.org/10.1109/secpri.1997.601317openalex-snapshot
A secure and reliable bootstrap architecture
inferredcites →https://doi.org/10.1109/sp.2015.10openalex-snapshot
VC3: Trustworthy Data Analytics in the Cloud Using SGX
inferredcites →https://doi.org/10.1109/tcad.2022.3204909openalex-snapshot
Exploring Bitslicing Architectures for Enabling FHE-Assisted Machine Learning
inferredcites →https://doi.org/10.1109/tifs.2019.2945621openalex-snapshot
Establishing Trusted I/O Paths for SGX Client Systems With Aurora
inferredcites →https://doi.org/10.1109/tii.2019.2894573openalex-snapshot
A Blockchain-Based Solution for Enhancing Security and Privacy in Smart Factory
inferredcites →https://doi.org/10.1109/tii.2021.3117481openalex-snapshot
ChainFL: A Simulation Platform for Joint Federated Learning and Blockchain in Edge/Cloud Computing Environments
inferredcites →https://doi.org/10.1109/tnet.2022.3143495openalex-snapshot
Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks
inferredcites →https://doi.org/10.1109/tpds.2019.2891695openalex-snapshot
An Efficient Application Partitioning Algorithm in Mobile Environments
inferredcites →https://doi.org/10.1109/tpds.2021.3097911openalex-snapshot
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems
inferredcites →https://doi.org/10.1109/trustcom.2015.357openalex-snapshot
Trusted Execution Environment: What It is, and What It is Not
inferredcites →https://doi.org/10.1109/trustcom.2016.0060openalex-snapshot
Secure and Trusted Execution: Past, Present, and Future - A Critical Review in the Context of the Internet of Things and Cyber-Physical Systems
inferredcites →https://doi.org/10.1109/tvt.2023.3237204openalex-snapshot
PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds
inferredcites →https://doi.org/10.1109/ucc56403.2022.00012openalex-snapshot
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge
inferredcites →https://doi.org/10.1115/1.4047565openalex-snapshot
Numerical Investigation on Heat Transfer Characteristics in Electronic Cavity of Downhole Measurement-While-Drilling System
inferredcites →https://doi.org/10.11185/imt.7.627openalex-snapshot
Integrated Scheduling for a Reliable Dual-OS Monitor
inferredcites →https://doi.org/10.11185/imt.8.1openalex-snapshot
Reliable and Efficient Dual-OS Communications for Real-Time Embedded Virtualization
inferredcites →https://doi.org/10.1145/139669openalex-snapshot
Proceedings of the 19th annual international symposium on Computer architecture - ISCA '92
inferredcites →https://doi.org/10.1145/1755913openalex-snapshot
Proceedings of the 5th European conference on Computer systems
inferredcites →https://doi.org/10.1145/2541940.2541949openalex-snapshot
Using ARM trustzone to build a trusted language runtime for mobile applications
inferredcites →https://doi.org/10.1145/2699026openalex-snapshot
Proceedings of the 5th ACM Conference on Data and Application Security and Privacy
inferredcites →https://doi.org/10.1145/2948618openalex-snapshot
Proceedings of the Hardware and Architectural Support for Security and Privacy 2016
inferredcites →https://doi.org/10.1145/2948618.2948621openalex-snapshot
SoK
inferredcites →https://doi.org/10.1145/3029806.3029822openalex-snapshot
SGXIO
inferredcites →https://doi.org/10.1145/3064176.3064217openalex-snapshot
No Need to Hide
inferredcites →https://doi.org/10.1145/3064176.3064219openalex-snapshot
Eleos
inferredcites →https://doi.org/10.1145/3092627.3092633openalex-snapshot
Position Paper
inferredcites →https://doi.org/10.1145/3132211.3134446openalex-snapshot
A vehicle-based edge computing platform for transit and human mobility analytics
inferredcites →https://doi.org/10.1145/3132211.3134452openalex-snapshot
Parkmaster
inferredcites →https://doi.org/10.1145/3132211.3134459openalex-snapshot
LAVEA
inferredcites →https://doi.org/10.1145/3132465.3132475openalex-snapshot
Edge computing enabled smart firefighting
inferredcites →https://doi.org/10.1145/3140659.3080208openalex-snapshot
Regaining Lost Cycles with HotCalls
inferredcites →https://doi.org/10.1145/3190508.3190547openalex-snapshot
LibSEAL
inferredcites →https://doi.org/10.1145/3196494openalex-snapshot
Proceedings of the 2018 on Asia Conference on Computer and Communications Security
inferredcites →https://doi.org/10.1145/3196494.3196522openalex-snapshot
Chameleon
inferredcites →https://doi.org/10.1145/3214292openalex-snapshot
Proceedings of the 7th International Workshop on Hardware and Architectural Support for Security and Privacy
inferredcites →https://doi.org/10.1145/3214292.3214301openalex-snapshot
A comparison study of intel SGX and AMD memory encryption technology
inferredcites →https://doi.org/10.1145/3286062.3286070openalex-snapshot
Neural Networks Meet Physical Networks
inferredcites →https://doi.org/10.1145/3291047openalex-snapshot
Demystifying Arm TrustZone
inferredcites →https://doi.org/10.1145/3300061openalex-snapshot
The 25th Annual International Conference on Mobile Computing and Networking
inferredcites →https://doi.org/10.1145/3300061.3345447openalex-snapshot
Occlumency
inferredcites →https://doi.org/10.1145/3308755.3308761openalex-snapshot
Research on ARM TrustZone
inferredcites →https://doi.org/10.1145/3319535.3363206openalex-snapshot
A Tale of Two Worlds
inferredcites →https://doi.org/10.1145/3319647.3325825openalex-snapshot
Trust more, serverless
inferredcites →https://doi.org/10.1145/3319647.3325835openalex-snapshot
Clemmys
inferredcites →https://doi.org/10.1145/3373376.3378507openalex-snapshot
High-density Multi-tenant Bare-metal Cloud
inferredcites →https://doi.org/10.1145/3386901.3388946openalex-snapshot
DarkneTZ
inferredcites →https://doi.org/10.1145/3437378openalex-snapshot
2021 Australasian Computer Science Week Multiconference
inferredcites →https://doi.org/10.1145/3437378.3444367openalex-snapshot
Serverless Edge Computing: Vision and Challenges
inferredcites →https://doi.org/10.1145/3456631openalex-snapshot
Security Vulnerabilities of SGX and Countermeasures
inferredcites →https://doi.org/10.1145/3472634.3472652openalex-snapshot
Trusted-DNN: A TrustZone-based Adaptive Isolation Strategy for Deep Neural Networks
inferredcites →https://doi.org/10.1145/3472883.3486998openalex-snapshot
Citadel
inferredcites →https://doi.org/10.1145/3529706.3529715openalex-snapshot
PPFL
inferredcites →https://doi.org/10.1145/3591215openalex-snapshot
Standards to Secure the Sensors That Power IoT
inferredcites →https://doi.org/10.1613/jair.1.14649openalex-snapshot
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy
inferredcites →https://doi.org/10.2197/ipsjtrans.5.47openalex-snapshot
Integrated Scheduling for a Reliable Dual-OS Monitor
inferredcites →https://doi.org/10.26599/tst.2021.9010088openalex-snapshot
ETS-TEE: An Energy-Efficient Task Scheduling Strategy in a Mobile Trusted Computing Environment
inferredcites →https://doi.org/10.3390/math11020330openalex-snapshot
Adaptive Differential Privacy Mechanism Based on Entropy Theory for Preserving Deep Neural Networks
inferredcites →https://doi.org/10.3390/s22145274openalex-snapshot
Blockchain for Modern Applications: A Survey
inferredcites →https://doi.org/10.46586/tches.v2022.i1.28-68openalex-snapshot
Bypassing Isolated Execution on RISC-V using Side-Channel-Assisted Fault-Injection and Its Countermeasure
inferredcites →https://doi.org/10.46586/tches.v2025.i1.420-449openalex-snapshot
Dash: Accelerating Distributed Private Convolutional Neural Network Inference with Arithmetic Garbled Circuits
inferredcites →https://doi.org/10.48550/arxiv.1803.05961openalex-snapshot
Chiron: Privacy-preserving Machine Learning as a Service
inferredcites →https://doi.org/10.48550/arxiv.2104.03152openalex-snapshot
TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption
inferredcites →https://doi.org/10.48550/arxiv.2301.00928openalex-snapshot
AI-Driven Confidential Computing across Edge-to-Cloud Continuum

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Trusted Platform and Privacy Management in Cyber Physical Systems: The DUCA Framework
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DynaHyEdge: Fine-Grained Privacy-Aware Online Scheduling for Hybrid Edge Services
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Optimization of cross-institutional medical federated learning framework driven by confidential computing
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Assessing Cybersecurity Risks of Cloud Adoption in Defense: Safeguarding Top Secret Data Assets
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Lightweight Large-Model Inference with Privacy Protection for Edge IoT Systems
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AI Meets Quantum Blockchain: A New Era of Tamper-Proof CCTV Data Logging
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Enhancing Efficiency and Empowering Institutions: Leveraging Wireless Sensor Devices, IoT Edge Computing, and Fog Computing in Educational Systems
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Enhancing Data Privacy and Security in Heterogeneous Edge-to-Cloud Frameworks: Utilizing Confidential Computing for Secure Distributed Processing in Decentralized Networks
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Evaluation of Polynomial-Based Approximate S-Box for AES under Paillier Partial Homomorphic Constraints
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Enhanced Zero Trust Model for Cloud-Native Microservices Using Gradient Boosting Algorithm
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Research on Reinforcement Learning Containerization Method Based on RISC-V Architecture
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Dynamic Sharding and Adaptive Concurrency for Large Scale Encrypted File Sharing in Decentralized Cross Chain Storage
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A Survey on Security and Privacy of Industry 4.0 and Beyond: Technical Aspects, Use Cases, Challenges, and Research Directions
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Neural Representation Learning and Privacy-preserving Cloud-Edge Collaboration for Next-Generation Financial Wealth Management Platforms
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Characterizing Trust Boundary Vulnerabilities in TEE Container Systems: An Empirical Study
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Examining the use of Jamovi in learning statistics: Students’ perception
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Hybrid Architecture for Protected Data Communication Inside the Private Cloud
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Confidential Computing Architectures for Enhanced Data Security in Cloud Environments
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