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Paper Citation Record · LEDGER

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2506.20518.

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

pith.paper-citation-record.v1
2506.20518 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:50:21.543863Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

37 of 37 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60fb0999-0026-4ed7-a754-c391b18fc61f · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:22.008025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:18.980140Z digest=sha256:cbecab57158b353cd13bf08cd6d00efe42222a4e4aae3c7032c284eed0d7b49c

Observation 49b4745a-0d30-4753-afac-5949269a7e8f · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.999583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:18.986394Z digest=sha256:71a6b21db1bc29ae1497e242910adc18a01769c39ab66cc707e6a20f0c62fc54

Observation 6a4d72f9-9543-46e7-9df8-3869df1e2b09 · outbound

This paper cites Bren- dan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Bren- dan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:50:21.991187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.063144Z digest=sha256:d1c901bed256b3f2c74e60f4ab93de25be2bd184d35d5d5f33f5ec22c3a36ebe

Observation 5469e229-4af6-4c46-a402-e0781e6c9b0e · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.981510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.268257Z digest=sha256:9cc06ccf24a278d658b4da251efdbcb87c0fe6c88297efea19fdf964248b9061

Observation 267e1983-2aae-4408-93d6-ad5074267975 · outbound

This paper cites Optimal Client Sampling for Federated Learning.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Optimal Client Sampling for Federated Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T22:50:19.319745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:19.319745Z digest=sha256:52064bda9032ada4597c80bcb7c7901a675074621dbdd20a102bb3e334a27fb1

Observation 665e074f-9649-4577-b55e-d6a907b13277 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.972822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.418669Z digest=sha256:39c946d65ba57533215a1b7f0b1fb2f9b1aa24e062ea8ecef356adf36158d763

Observation 205d97ab-864f-457f-a8ff-b26566baf09a · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T22:50:19.640350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:19.640350Z digest=sha256:20ba2f29281cef44e5144a24f75686be89597717c1831fae8b9407b0c5058f63

Observation e9e42801-da69-466e-b658-ead3b35d766e · outbound

This paper cites Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:50:21.729326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.745326Z digest=sha256:634dc83ed1a2cc9496c3bcf207c4bf2b6306f2e16babe8498b7b7f3d245465ee

Observation cdcd2d90-0779-4eed-85cb-c1022a8a11b8 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.951248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.836697Z digest=sha256:2323d5645b4bc9b88af4a03231eb4b4912f4dfbcf26be5d70fa893ef6e6142d8

Observation aa8b9031-3ff8-48be-8c2c-13c42e5f041c · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.941082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.920115Z digest=sha256:95689b91d300c6adadd548652898f3c1fdb370903312c69971fbd61123f25627

Observation 8aaedb74-1abf-4384-852b-1d78c213294e · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.929753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.023260Z digest=sha256:90206b07d7bd4f8caab3156ab28b404383c6e9d5d870bc9b81dec8ef3b12a885

Observation 7ca4f51e-b3b1-4f97-9ef3-080d53d43c32 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.919934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.105336Z digest=sha256:2681b65d5cd73ae40de929e1a99c8c90f6f504489ca312d3fbb3ffc6142b921a

Observation 4b9a331d-b163-42a6-82b3-9e4c8ea758d7 · outbound

This paper cites Towards Fair and Privacy-Preserving Federated Deep Models.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Towards Fair and Privacy-Preserving Federated Deep Models

Reference 13

Resolution
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no resolver link, observed 2026-08-06T22:50:20.185465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:20.185465Z digest=sha256:3d22653b5dd428cb9a01d429619d654d7c18199473a307a6932d707b47ff69bf

Observation 7b3b4742-cb05-4321-8c21-dccb2df39108 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 14

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.909629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.272938Z digest=sha256:e39f5f77dc1559bc10357daa9135461c60cdf9f699aad795e9297f93696aba09

Observation dcf2e8d4-4fd7-48af-b995-0597bab91a13 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-06T22:50:20.332501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:20.332501Z digest=sha256:58abf8316d1601554db6a1da4f1228669b322a14c1da98e89f75b6ca532b590b

Observation 355729c8-a7db-4e72-b42d-8abaeb8190cc · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 16

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.891614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.476373Z digest=sha256:bdb4032b512b6081581a6c8adf570229a91602b07f2d5a7dc9d10fcff28506be

Observation cf5d623e-18ba-4a50-8483-165719640e37 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 17

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.881659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.599078Z digest=sha256:947a02be11c435fc844fce501e0906b9d129801452223d7f7db296284ab0e0d8

Observation 25ddf68f-44e2-4bf5-b22b-71b3b8f9be06 · outbound

This paper cites FedToken: Tokenized Incentives for Data Contribution in Federated Learning.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning FedToken: Tokenized Incentives for Data Contribution in Federated Learning

Reference 18

Resolution
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no resolver link, observed 2026-08-06T22:50:20.709814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:20.709814Z digest=sha256:ff3dc3d4ac46be2e412fd1693c92ff44eef04e49cc5c411cdc89589732eb2579

Observation 4350784e-68e8-4a1c-a5f6-249f23b0463a · outbound

This paper cites Reward Systems for Trustworthy Medical Federated Learning.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Reward Systems for Trustworthy Medical Federated Learning

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:50:21.691441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:20.810216Z digest=sha256:10a31041245fa4232cbc8944a080440867049c9b641306d0129c6961b3333a89

Observation ed18e69b-60c3-4d3d-b3a1-87306badefd7 · outbound

This paper cites Adaptive Federated Optimization.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Adaptive Federated Optimization

Reference 20

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no resolver link, observed 2026-08-06T22:50:20.947888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:20.947888Z digest=sha256:04cba9a4602b55ae36abbeb9cf7c33ab2b5f19416c2e4dc662cab5076beabba5

Observation 33e0ab65-c884-463d-9ba2-140a1aa57fb7 · outbound

This paper cites 18 September 2023.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning 18 September 2023

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:50:21.871356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.097574Z digest=sha256:ce92e6d8e6631eb09f8af2276f3f48e64eb33156e0eeffe05669a0b0f93c865f

Observation ba88ad02-057a-4996-bce0-19714632d985 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-06T22:50:21.106720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:21.106720Z digest=sha256:61ac969ad3cf2bd584c283b094720a8e5e6faae41190e686473878c44e9b0bc1

Observation b3801408-ede0-4558-9325-bf27297f3bbe · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 23

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.853671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.170113Z digest=sha256:78b6a8d9673158c42c71827828cfc0879d68ef17ad595fcf6ebf828933f2f825

Observation 968bba42-c23b-4060-9328-6c1a5d21e67d · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-06T22:50:21.843858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.244290Z digest=sha256:00ac56fdfc61663cab58907cc5c91cc2e4a48d472e406fdff052e3b4e1b5e4f3

Observation 839995ca-7eb6-4378-abb9-b4dcb4e06998 · outbound

This paper cites Tran, Yan Kyaw Tun, Minh N.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Tran, Yan Kyaw Tun, Minh N

Reference 25

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no resolver link, observed 2026-08-06T22:50:21.384281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:21.384281Z digest=sha256:decaf79172e4619bd267f6c0e566928fbdf9a87e3200b1759d30afcb8ee97a3a

Observation 558b063a-1d18-4a3f-9521-10d19af91e05 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 26

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.834309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.451449Z digest=sha256:96edffbe6859ef9b9f2d9a20eb3945f292d8ac1d71c351301cc4b790a4b095a0

Observation 56f7fcc4-5b84-4103-aceb-394ab68c7e5f · outbound

This paper cites Federated Learning with Differential Privacy: Algorithms and Performance Analysis.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Federated Learning with Differential Privacy: Algorithms and Performance Analysis

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T22:50:21.606913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.471446Z digest=sha256:9cc9cad316cdbeab6ad58b89d1aca4d1d5aa1f5e44e09e0ab4160b61aa61d939

Observation 623f7bbd-7b06-4469-aaea-48bf41e3ff2e · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 28

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.823887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.519726Z digest=sha256:3c5e1dea61a0a0ee05823750b161037f557940e066f3f642afab65dd124e80da

Observation d815722d-2ebd-43eb-ab91-0baf389497cc · outbound

This paper cites The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:50:21.593010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.524947Z digest=sha256:f698d84d25b26577fd55c8c50ee4c4b9d6dbd1a1edeb42a4fb5e8946d70ef359

Observation ea4a946b-ed9c-4a59-bac8-a3f3606453c9 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 30

Resolution
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raw_fallback, observed 2026-08-06T22:50:21.812415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.528526Z digest=sha256:20d2503c4fa3169f2904c634c1cb8dda3cfde68417ed441c55ee543a59ac5edb

Observation 1e5370cc-fe40-4aec-b8fe-e06feb7c1f36 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-06T22:50:21.802054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.531875Z digest=sha256:e1a471af1be89e9ffd07993c2492e376eddb903b7c9cfda6e20348c8f51e2083

Observation df0c5527-cbd1-4da9-b5b9-0cd94e4591ec · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.791577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.535034Z digest=sha256:582471fce495a019ea9f059a684d0588a8ea817a4973c71e26924b616049e6a3

Observation 0bed2931-353b-4223-b1c3-fcf6482f45f0 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.782012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.537938Z digest=sha256:84d87508a0ad8c7be27017652155611746504da70c101a194b36ddb14303ee62

Observation 7615adce-8710-40d9-b4c6-80788a50903e · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.771651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.540944Z digest=sha256:fd2ae7831f8cf84aa79c9475e31a66fcf3bd21817237c82f0875ac633a0c0427

Observation 18dc6877-9600-47c5-905f-2a41d1812c4e · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 35

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doi, observed 2026-08-06T22:50:21.576647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:21.543863Z digest=sha256:76c82a297c21532f0f0f8486c72ed70bef1b95c42f1eb85b53d4cecf2b7da8e7

Observation f58cfe9a-cc48-4687-81af-e0652c01f717 · outbound

This paper cites Practical Secure Aggregation for Federated Learning on User-Held Data.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Practical Secure Aggregation for Federated Learning on User-Held Data

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T22:50:19.143888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:19.143888Z digest=sha256:dc99c127afe4b2c79d6684a86cefd1771170a68d1958a2bb8e670f6429c537f8

Observation 60416d7f-78d7-43e9-a80e-b32ea9aec075 · outbound

This paper cites an unresolved cited work.

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:50:21.963530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:50:19.527669Z digest=sha256:ac999a2aae9241b89a8249d2e643c83b20b8015657b8893d5ff02bbad3e9f788

Pith citing papers

No inbound Pith citation observations are available.