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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:18.980140Z digest=sha256:2c13be2c4b17b42120c2a89edba70f7aacdb4973714c52d6f6a6ceb5c5f0ec77

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:18.986394Z digest=sha256:d8fb213d20c983f190390050ac73424be6c6cba5014e47fdb18313361655a028

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.063144Z digest=sha256:1f33f92a231b5c6db3263a99ef631561c38ced34d3e0f275330f7b09411577c8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.268257Z digest=sha256:d0407d1479335210c8d51210fb7d3606ca4d5396341cf58bccc0d1283570ee89

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
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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=sha256:0160aae8fb42210c5d957bc6c22ed43f775872ae86a5304539c59d417b740532

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.418669Z digest=sha256:d8e9dd1f7947424165b3d4c2d1cac0935043294f15ac0b7bfa592da19600b7d9

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:c80bad4d691918792a619cf6883f81c0a5bec343fd22eaa65ad52c9c680e302b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.745326Z digest=sha256:005eced2c478bbb619fa8ced7147c5fa7fb0a53c56d9a2625156c86f1a2dbc18

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.836697Z digest=sha256:1a6c9482c8c904635f6ba1795c34b46a4f3ca5f24befad8c7e373b5fab9dc168

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
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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:19.920115Z digest=sha256:75a8495f4aec4b5ac87bf589b1ebcad4d16162f1c74d71f23c847575a38ec9fa

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
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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.023260Z digest=sha256:3c30fae2fd231ea5bc09beb012df7ce9ce559aaea476b1ade8d56fd15d8e7adf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.105336Z digest=sha256:a7e2fe9260b59f8d46ed76112c9e3e4e1b7dbb5373aab305723cc6d3b27f617c

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

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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:f1eaeda5ef69c51947bdf200a79789556b91d0f41351abf21f29db6dca823ef1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.272938Z digest=sha256:cfaa30e9ba2d995269d1f0a8b5e1a16930699402e5ef1e10640ddbbae4148e63

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:20.332501Z digest=sha256:d504cb8063ee62ac3a650d4fa89a3c279e760f9362e3db00c8d2d933a782f0a8

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.476373Z digest=sha256:8e3cb1db4a78f7acc18e57965a1a4c0ee0049145d038709307ce2c41894f6048

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.599078Z digest=sha256:4f81f5e28d44a01d80d07031a226f9a7cb577b3c23d830fe23218291c0e7ed67

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

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source=pdf_text observed=2026-08-06T22:50:20.709814Z digest=sha256:a7a2063aa44309080a16ed496fd276fff1ae2490316cc62e43521b07361c3e28

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:20.810216Z digest=sha256:766366747f292fb9f77c0c66cdf1f2d772df557d99cf2c37e9aa728c3239c8c7

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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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T22:50:20.947888Z digest=sha256:61671a4e668a21143ef0d3b81d166bd8f1921bd69ace01778d7d6a20cb5ce7cc

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.097574Z digest=sha256:b743ec5d5d9388d04b46cfc092434919c17552f6a2446c8dd00d584c34d2d285

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:50:21.106720Z digest=sha256:17cdc1799cddcb0ad0c031dd7830abde7532da29ceebe4aa8e01af526cfab7d7

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.170113Z digest=sha256:fb251786ee5d0f0631c391f5da654657dbf409a52cb602dd9628eefaff5f1e44

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.244290Z digest=sha256:6e857d65e7f1129163c08b9e54f5040ac780fb2a01e8cb613b3414551dd65527

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=sha256:67025a69ba11b6631a6c4f53d269eba08e0a2a2188339c39ddc59431e263de33

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.451449Z digest=sha256:efd16eb134fb4418077ad4b6fc008a048d3a2df12cdf2ca4803e6041d79b559d

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
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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.471446Z digest=sha256:dcbd42277fb6834091ca66f7618bedc69cead8cd294309094fa8cc51f031da73

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.519726Z digest=sha256:9858305f8381c9965a519acae3d090598bac0f7de96422a934589a5b9e0246e3

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.524947Z digest=sha256:37aea1b8f118efbbdabe99bd7e6dc095e18a19df6df103093b7b8dd1f062e437

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.528526Z digest=sha256:b47c9558076fdc167c5b92441768b37e53ea2ab1f6f7ccbf85f1a425cb6e990f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.531875Z digest=sha256:38f523fdcd55be46382bf3829d449c800d1dac54cbe38cb1d80cedb6620bfa92

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.535034Z digest=sha256:a6d3cd3d7d869d10dc2abe0375db47c4fd2eb220f6d7b03533ca5d39423133d1

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.537938Z digest=sha256:d08998f937cd81495ac5314d88e43f900c1db2889db1d081630928c61163c29e

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.540944Z digest=sha256:96e35e83e3b35b7a637294c70c814fa473a8a34c09dc45b1481ac5c92d8af1ce

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:50:21.543863Z digest=sha256:dac4e336c21e14df80affe025d497cf178cb0f780bb9c5f2305b3d37d58a263d

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

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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=sha256:9e0b0cca2fedc0ef995918663ca1f7bcbdbcef01f7568b6107c384f89e5b78ae

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

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

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