Paper Citation Record · LEDGER

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work

As of 11 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2512.13666.

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

pith.paper-citation-record.v1
2512.13666 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:26:43.974718Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

43 of 43 outbound references displayed

verified exact1
verified fuzzy0
unresolved42
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71f81607-2693-43b1-b80f-5d05d5be9cb5 · outbound

This paper cites A survey on consensus mechanisms and mining strategy management in blockchain networks,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A survey on consensus mechanisms and mining strategy management in blockchain networks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:40.495321Z

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Observation 0c18422e-0305-4fc8-a772-9a66cd409fab · outbound

This paper cites A survey of decentralizing applications via blockchain: The 5G and beyond perspective,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A survey of decentralizing applications via blockchain: The 5G and beyond perspective,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:40.600053Z

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Observation 54e7dd8f-e1d7-42ca-9a1a-06a74c730ed3 · outbound

This paper cites A survey of bloc kchain based systems: Scalability issues and solutions, applicati ons and future challenges,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A survey of bloc kchain based systems: Scalability issues and solutions, applicati ons and future challenges,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:40.742388Z

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Observation b88169c2-34dc-4aa2-81b6-a70f2780aa68 · outbound

This paper cites Bitcoin: A peer-to-peer electronic cash sy stem,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Bitcoin: A peer-to-peer electronic cash sy stem,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:40.844859Z

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Observation 1ab91e1b-d451-4660-99d3-afdb2e781714 · outbound

This paper cites EPoW: Energy-efﬁ cient proof-of-work,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work EPoW: Energy-efﬁ cient proof-of-work,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:40.970977Z

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Observation e97eb191-c8d3-4c7b-ba73-a6aae43fecf0 · outbound

This paper cites Long- and short-term prediction of bitcoin energy consumption,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Long- and short-term prediction of bitcoin energy consumption,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.088018Z

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Observation 146755cb-1a20-4d68-9185-f35dc689fcc2 · outbound

This paper cites Primecoin: Cryptocurrency with prime number pr oof- of-work.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Primecoin: Cryptocurrency with prime number pr oof- of-work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.203500Z

Source-reported events for the cited work

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Observation f1542be4-a012-4bdb-84fc-8cbc48742c55 · outbound

This paper cites Sustainable blockchain through proof of exerc ise,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Sustainable blockchain through proof of exerc ise,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.319169Z

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Observation 73c53950-299b-4cfe-81b5-a279006701ad · outbound

This paper cites Evolved PoW: Integrati ng the matrix computation in machine learning into blockchain min ing,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Evolved PoW: Integrati ng the matrix computation in machine learning into blockchain min ing,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.377993Z

Source-reported events for the cited work

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Observation f8802238-0291-4601-81ae-630f82528ab4 · outbound

This paper cites Proofs of us eful work from arbitrary matrix multiplication,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proofs of us eful work from arbitrary matrix multiplication,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.463978Z

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Observation 391d672b-6c31-4ce6-b7bd-7ffce01876d9 · outbound

This paper cites Proofs of useful work,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proofs of useful work,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.546369Z

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Observation c092a20e-cebb-4c84-91d1-dc29e1ea9058 · outbound

This paper cites Proof-of-search: Combining blockchain co nsensus formation with solving optimization problems,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-search: Combining blockchain co nsensus formation with solving optimization problems,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.637347Z

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Observation 83d23925-a74d-453f-ba09-04cad341bdf4 · outbound

This paper cites Ofelimos: Combinatorial optimization via proof-of-useful-work: A p rovably secure blockchain protocol,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Ofelimos: Combinatorial optimization via proof-of-useful-work: A p rovably secure blockchain protocol,

Reference 13

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Source-reported events for the cited work

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Observation 51df6b3a-bf8b-4d4f-bee5-234aa79bd013 · outbound

This paper cites Proof-of-useful-work: Blockchain mining by solving real-life optimization problems,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-useful-work: Blockchain mining by solving real-life optimization problems,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.782569Z

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Observation a44823cb-749e-4e2d-b2f9-8df2ae518af2 · outbound

This paper cites Optimization-based Proof of Useful Work: Framework, Modeling, and Security Analysis.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Optimization-based Proof of Useful Work: Framework, Modeling, and Security Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.873484Z

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Observation e7c12b7c-c3b1-41ff-a87b-4854cf7fb596 · outbound

This paper cites Blockcha in and machine learning for communications and networking system s,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Blockcha in and machine learning for communications and networking system s,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:41.938010Z

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Observation d0679371-66b0-4484-8881-66fb8d69554d · outbound

This paper cites Survey on blockchain-enhanced ma- chine learning,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Survey on blockchain-enhanced ma- chine learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.023152Z

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Observation 57c28551-272e-4c57-ba74-bd3d7d4a2c59 · outbound

This paper cites Secure and efﬁci ent federated learning through layering and sharding blockcha in,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Secure and efﬁci ent federated learning through layering and sharding blockcha in,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.113085Z

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Observation 96b90e9f-087f-4b56-8717-b01839f9fc64 · outbound

This paper cites A Survey of Large Language Models.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A Survey of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.191033Z

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Observation e7d8d969-4f18-4a1c-a11a-fd8d76c9b24c · outbound

This paper cites Large Language Models: A Survey.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Large Language Models: A Survey

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.279454Z

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Observation 5714a404-a3e2-4c88-b1aa-a71f23e3bae7 · outbound

This paper cites Energy-recycling b lockchain with proof-of-deep-learning,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Energy-recycling b lockchain with proof-of-deep-learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.368461Z

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Observation 895004f3-de2a-4687-a6aa-f390c5e12b2b · outbound

This paper cites Coin.AI: A proof-of-useful- work scheme for blockchain-based distributed deep learnin g,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Coin.AI: A proof-of-useful- work scheme for blockchain-based distributed deep learnin g,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.437302Z

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Observation 5154ddc8-b9f2-466c-9962-d1986e6953f8 · outbound

This paper cites Proof-of-l earning: A blockchain consensus mechanism based on machine learning c om- petitions,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-l earning: A blockchain consensus mechanism based on machine learning c om- petitions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.523533Z

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Observation ba97c0a4-4109-4a40-8bc9-917bc4fa9090 · outbound

This paper cites Proof of learn ing (PoLe): Empowering neural network training with consensus building on blockchains,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof of learn ing (PoLe): Empowering neural network training with consensus building on blockchains,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.577319Z

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Observation f4093c3d-8c65-44bc-8d09-2953e1308122 · outbound

This paper cites Proof of federated lea rn- ing: A novel energy-recycling consensus algorithm,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof of federated lea rn- ing: A novel energy-recycling consensus algorithm,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.653761Z

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Observation 2cd6c8cf-d2bc-471f-ba71-0dc629238bc9 · outbound

This paper cites A platform-free proof of federated learning consensus mecha nism for sustainable blockchains,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A platform-free proof of federated learning consensus mecha nism for sustainable blockchains,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.719476Z

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Observation 3767774b-76c9-43b5-84c6-d8b22656d9ff · outbound

This paper cites Proof-of-Learning with Incentive Security.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-Learning with Incentive Security

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.794030Z

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Observation da856525-b506-49b2-82d8-d280beb30a54 · outbound

This paper cites Snow white: Robustly reconﬁ gurable consensus and applications to provably secure proof of stak e,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Snow white: Robustly reconﬁ gurable consensus and applications to provably secure proof of stak e,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.856195Z

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Observation 22ccbdf5-b51f-4d97-9501-d5b255a73a11 · outbound

This paper cites Coinami: A Cryptocurrency with DNA Sequence Alignment as Proof-of-work.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Coinami: A Cryptocurrency with DNA Sequence Alignment as Proof-of-work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:42.961334Z

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Observation 782bde98-b54f-4102-b9c7-cbfe9f9d2d50 · outbound

This paper cites The proof is in the pudding: Proofs of work for solving discrete logarithms,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work The proof is in the pudding: Proofs of work for solving discrete logarithms,

Reference 30

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Observation d94e050c-817a-4aff-83f2-325f1ab251a9 · outbound

This paper cites Conquering generals: An NP-hard proof of useful work,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Conquering generals: An NP-hard proof of useful work,

Reference 31

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Observation 4533439b-54d4-472a-a54b-bee1a41e4f4a · outbound

This paper cites REM: Resource-Efﬁcient mining for blockchains,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work REM: Resource-Efﬁcient mining for blockchains,

Reference 32

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Observation 3d3b446b-3d13-4d10-b715-aa3ddaf2306a · outbound

This paper cites COCP: Blockchain proof-of-useful-work lever- aging real-life applications,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work COCP: Blockchain proof-of-useful-work lever- aging real-life applications,

Reference 33

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Observation f98dc1e8-ebd5-4bab-961f-74d8b2203574 · outbound

This paper cites A mining pool so lution for novel proof-of-neural-architecture consensus,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A mining pool so lution for novel proof-of-neural-architecture consensus,

Reference 34

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Observation 56e40876-c390-4270-82eb-38ec171dcf61 · outbound

This paper cites Proof-of-federa ted- learning-subchain: Free partner selection subchain based on fed- erated learning,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-federa ted- learning-subchain: Free partner selection subchain based on fed- erated learning,

Reference 35

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This paper cites Proof-of-learning: D eﬁni- tions and practice,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-learning: D eﬁni- tions and practice,

Reference 36

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Observation f91de80b-1362-4d06-bb89-77ef12fbf4e5 · outbound

This paper cites ”Adv er- sarial examples.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work ”Adv er- sarial examples

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.632932Z

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Observation 6af83a1e-b680-485e-ac3d-26eb07b1a348 · outbound

This paper cites Proof-of-learning is currently more broken than you think,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Proof-of-learning is currently more broken than you think,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.686812Z

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Observation d5cb897f-77f0-4dc3-9424-5d8b621be76f · outbound

This paper cites A Proof of Useful Work for Artificial Intelligence on the Blockchain.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work A Proof of Useful Work for Artificial Intelligence on the Blockchain

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.753284Z

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Observation 8b0f5f9c-c599-4733-af56-9981512bca92 · outbound

This paper cites Scalable distributed dnn training using commodity gpu cloud computing,.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Scalable distributed dnn training using commodity gpu cloud computing,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.848277Z

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Observation dd6321e6-f16d-4edb-ba98-43355fac85b4 · outbound

This paper cites SoK: Is proof-of-useful-work really useful?.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work SoK: Is proof-of-useful-work really useful?

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.920030Z

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Observation fea92845-f2e5-4be8-a7a3-786b63b91b09 · outbound

This paper cites IPFS - Content Addressed, Versioned, P2P File System.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work IPFS - Content Addressed, Versioned, P2P File System

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.974718Z

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This paper cites Available: https://www.usenix.org/conf erence/ usenixsecurity17/technical-sessions/presentation/zhang.

SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work Available: https://www.usenix.org/conf erence/ usenixsecurity17/technical-sessions/presentation/zhang

Reference 1444

Resolution: unresolved; no resolver link, observed 2026-08-03T16:26:43.259297Z

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Pith citing papers

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