Paper Citation Record · LEDGER

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.07637.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.07637 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:40:42.052050Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy32
unresolved6
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09c078be-2510-42c1-907a-4cc454afa87d · outbound

This paper cites Split Learning for collaborative deep learning in healthcare.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Split Learning for collaborative deep learning in healthcare

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:39.197915Z

Source-reported events for the cited work

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Observation d20542d3-1aba-40b4-bc4d-15685587dc9a · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Communication-Efficient Learning of Deep Networks from Decentralized Data,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:48.380757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 964c7703-0a5e-4e06-a04d-c6224d043686 · outbound

This paper cites Model inversion attacks that exploit confidence information and basic countermeasures,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Model inversion attacks that exploit confidence information and basic countermeasures,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:39.333411Z

Source-reported events for the cited work

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Observation 79d97438-0d2e-44c0-b7ca-d57dd79133b8 · outbound

This paper cites Deep leakage from gradients,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Deep leakage from gradients,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:39.425272Z

Source-reported events for the cited work

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Observation 0828f6b9-76fc-437c-88fd-2d7fc55dcdfe · outbound

This paper cites Tackling the non-iid issue in heterogeneous federated learning by gradient harmonization,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Tackling the non-iid issue in heterogeneous federated learning by gradient harmonization,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:48.261772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3add786-bd6b-45d5-9f7a-ea8acf255b4c · outbound

This paper cites Distributed learning of deep neural network over multiple agents,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Distributed learning of deep neural network over multiple agents,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:48.147385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14af1b82-848a-4fe9-966d-3048f91bef62 · outbound

This paper cites Privacy and efficiency of communications in federated split learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Privacy and efficiency of communications in federated split learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.947194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16686edc-58cf-4a56-9dea-40e36e5a862c · outbound

This paper cites Data leakage threats and protection in split learning: A survey,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Data leakage threats and protection in split learning: A survey,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.795203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df9ad6be-882f-4e21-b3ae-9bb9335c1445 · outbound

This paper cites Splitfed: When federated learning meets split learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Splitfed: When federated learning meets split learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.588609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb42c6b6-9b43-4194-bcf1-d7c76dd069dd · outbound

This paper cites Hyperledger fabric: a distributed operating system for permissioned blockchains,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Hyperledger fabric: a distributed operating system for permissioned blockchains,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.365105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c49af887-2cca-4200-acf6-7515bbe3f24f · outbound

This paper cites Blockchain support for verifiable split learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Blockchain support for verifiable split learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.233027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 67119207-07f8-4095-a620-d5caa3b7ac21 · outbound

This paper cites Block-fest: A blockchain-based federated anomaly detection framework with computation offloading using transformers,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Block-fest: A blockchain-based federated anomaly detection framework with computation offloading using transformers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:47.067131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8be0e4d-1023-4f87-bee5-5a80157583d3 · outbound

This paper cites Blockchain challenges and opportunities: A survey,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Blockchain challenges and opportunities: A survey,

Reference 13

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Source-reported events for the cited work

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Observation 917a6208-bf30-4000-abef-9aeee4465068 · outbound

This paper cites Blockchain smart contracts: Applications, challenges, and future trends,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Blockchain smart contracts: Applications, challenges, and future trends,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:46.838675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 677ed68f-91f2-4e68-b642-780bcbba261c · outbound

This paper cites Wait or not to wait: Evaluating trade-offs between speed and precision in blockchain- based federated aggregation,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Wait or not to wait: Evaluating trade-offs between speed and precision in blockchain- based federated aggregation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:46.665096Z

Source-reported events for the cited work

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Observation 6d7e0c74-afa6-46cf-acc5-5a7945caaeed · outbound

This paper cites Advances and open problems in federated learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Advances and open problems in federated learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:46.473974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5c49a76-1fd1-4288-989f-09fc776deb05 · outbound

This paper cites A transactional perspective on execute-order-validate blockchains,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric A transactional perspective on execute-order-validate blockchains,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:46.218581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c691f8bd-6395-433b-b1ab-e3325575de9c · outbound

This paper cites Private Data Collections,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Private Data Collections,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:46.064957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be78354a-6f97-4344-bad2-7e0eec450ad6 · outbound

This paper cites Split federated learning: Speed up model training in resource-limited wireless networks,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Split federated learning: Speed up model training in resource-limited wireless networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:45.887733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2c62031-1005-40fa-b820-64c0285fad2d · outbound

This paper cites Edge-assisted u-shaped split federated learning with privacy-preserving for internet of things,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Edge-assisted u-shaped split federated learning with privacy-preserving for internet of things,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:45.616954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 363fbda9-3142-40d6-b51a-d89309d01701 · outbound

This paper cites Introducing edge intelligence to smart meters via federated split learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Introducing edge intelligence to smart meters via federated split learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:45.410718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50801677-2fad-4f61-b097-fa7e65493a75 · outbound

This paper cites Eluding secure aggregation in federated learning via model inconsistency,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Eluding secure aggregation in federated learning via model inconsistency,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:45.079469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95a528f8-68bf-41a4-80c0-ab6a5b71f096 · outbound

This paper cites Can we use split learning on 1d cnn models for privacy preserving training?.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Can we use split learning on 1d cnn models for privacy preserving training?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:44.784035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee630f78-3f2e-4e5e-b1ef-15c7bfb26115 · outbound

This paper cites Baffle: Blockchain based aggregator free federated learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Baffle: Blockchain based aggregator free federated learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:44.531553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4b40865-3bd8-4494-aec4-a94732557d7b · outbound

This paper cites Openfl: A scalable and secure decentralized federated learning system on the ethereum blockchain,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Openfl: A scalable and secure decentralized federated learning system on the ethereum blockchain,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:44.346868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ceee37d-7fad-488d-afeb-5fc1d4ad06b7 · outbound

This paper cites Enhancing privacy preservation and trustworthiness for decentralized federated learning,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Enhancing privacy preservation and trustworthiness for decentralized federated learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:44.143157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 828ce643-ad9b-4b8e-b06f-d16df51ea440 · outbound

This paper cites Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial iot,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial iot,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:43.860170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b7291b9-b878-439d-87f3-fb2fc51b1e34 · outbound

This paper cites Federated learning optimization: A computational blockchain process with offloading analysis to enhance security,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Federated learning optimization: A computational blockchain process with offloading analysis to enhance security,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:43.556820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 489a2e51-5d27-40ef-8866-9a9a3a09fe1b · outbound

This paper cites A systematic literature review on blockchain-based smart contracts: Platforms, applications, and challenges,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric A systematic literature review on blockchain-based smart contracts: Platforms, applications, and challenges,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:43.326906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65be483f-0125-4c23-88aa-babb46f5eee0 · outbound

This paper cites Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:43.161330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 717d5d9a-187a-45f8-bb70-26eeaf0269e8 · outbound

This paper cites A hyperledger fabric-based blockchain architecture to secure iot-based health monitoring systems,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric A hyperledger fabric-based blockchain architecture to secure iot-based health monitoring systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:43.012356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50a51249-c99c-43eb-9992-1406984d5e99 · outbound

This paper cites A blockchain system for clustered federated learning with peer-to-peer knowledge transfer,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric A blockchain system for clustered federated learning with peer-to-peer knowledge transfer,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:42.835622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74041358-34b7-4ef9-b0d5-5698386a8085 · outbound

This paper cites Blockbench: A framework for analyzing private blockchains,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Blockbench: A framework for analyzing private blockchains,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:42.634112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a154174b-955e-4e1e-9b2b-b721f3f4dc4b · outbound

This paper cites Latency performance modeling and analysis for hyperledger fabric blockchain network,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Latency performance modeling and analysis for hyperledger fabric blockchain network,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:42.436754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16acbafd-7a16-49d0-bd7a-b90ffa58fe75 · outbound

This paper cites Cifar-10 (canadian institute for advanced research),.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Cifar-10 (canadian institute for advanced research),

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:42.340442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04684565-f344-474e-9b1c-0a87a949115a · outbound

This paper cites The mnist database of handwritten digit images for machine learning research,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric The mnist database of handwritten digit images for machine learning research,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:41.994213Z

Source-reported events for the cited work

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Observation 3e3cdec1-c092-42b3-8e41-ec2a3288cb42 · outbound

This paper cites Deep residual learning for image recognition,.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Deep residual learning for image recognition,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:42.052050Z

Source-reported events for the cited work

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Observation f0e9d3a9-a299-468b-8121-b923d81bb708 · outbound

This paper cites Available: http://www.cs.toronto.edu/~kriz/cifar.html.

HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric Available: http://www.cs.toronto.edu/~kriz/cifar.html

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:40:42.219003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.