Paper Citation Record · LEDGER

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks

As of 19 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2508.07676.

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

pith.paper-citation-record.v1
2508.07676 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:00:38.251820Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy8
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdea6aa1-2d31-4282-a87a-51600b442fbc · outbound

This paper cites Federated Learning Based on Dynamic Regularization.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Federated Learning Based on Dynamic Regularization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.129774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5245e5-8637-4c3b-851a-c0c6dfebb85a · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.673474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06f5aab8-7000-4d5c-813e-0cce74d79474 · outbound

This paper cites Bun and T.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Bun and T

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.135958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ac8947-63d0-41c3-b146-aeba346bd831 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.657867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf046086-9f7e-4a93-bcc4-79ccfc8d3830 · outbound

This paper cites CINIC-10 is not ImageNet or CIFAR-10.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks CINIC-10 is not ImageNet or CIFAR-10

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.143223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f0e66c-6377-41f5-b55e-b4fecb168c25 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.647898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40e5b28a-ab31-4ba7-a574-31993f418f35 · outbound

This paper cites Dwork, A.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Dwork, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.151127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3daee705-da21-446f-9544-218f77ab2c02 · outbound

This paper cites Geiping, H.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Geiping, H

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.630585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f245755-a10a-4a12-ba56-e30d80075379 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.620792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 35c7a978-6216-438f-8ff3-88f3987e4d80 · outbound

This paper cites Central Server Free Federated Learning over Single-sided Trust Social Networks.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Central Server Free Federated Learning over Single-sided Trust Social Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.160245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf713a85-65e6-4f09-aeff-e55cc5a8d778 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.610671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab63e9dc-2f8f-44bd-bff9-c4c9eb94a872 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.600578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1133bc16-4289-4553-8a67-e6ab14b68b37 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.590000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9874178-3718-4c1b-83b0-d3ee1b63a40b · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.580745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe33a03d-a2ec-43a3-a661-b192a4b98285 · outbound

This paper cites Krizhevsky, G.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Krizhevsky, G

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.571002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e0698d04-b2b4-4513-96d9-d5d28965aaeb · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.177756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31bb6e04-7191-4e3a-98c0-f38967a4942f · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.554266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 41e63c2a-4f0b-4217-9d60-e6e671c1244f · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.543969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ffa95e23-8d72-4203-b211-3ca72bf6d56b · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.533496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa1e2175-07c8-45ad-a77e-a13408a56789 · outbound

This paper cites McMahan, E.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks McMahan, E

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.189327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 686d37b7-ea42-4d22-ac6f-4538fc2d25e9 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.517207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4fc2e683-bd1b-4f11-bf9c-bd95ea6b4757 · outbound

This paper cites Netzer, T.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Netzer, T

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.507730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26db5d48-811d-45bc-9387-4a422ac9c3ca · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.497845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aaff89ec-0547-433e-b748-1c05511ed751 · outbound

This paper cites Nguyen, T.-H.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Nguyen, T.-H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.486222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6de2af56-4a68-47e3-9ec9-c33e593d7e64 · outbound

This paper cites Papadimitriou.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Papadimitriou

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.477222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84daa132-f752-47e1-afb6-dc5f005140c4 · outbound

This paper cites Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.206128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6badd733-1178-402e-acc1-8c88e3ecb381 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.468104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d8449807-5095-41be-831e-66e02a658308 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.458332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9f5c3c5-f460-4eeb-8eff-7fcff1470486 · outbound

This paper cites Truex, L.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Truex, L

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.448370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf7cbd8b-3086-421b-b48d-359a8406d92b · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.438080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3cef3678-03d3-4fe7-be92-985a9c48249a · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.427591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1c968bd-a90b-4ae4-8595-8c3bb0709b7c · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.417310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af7b101c-2884-41c9-8137-41d6cf92744a · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.225270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ed99be-faea-4e2c-b0c9-51c7ec85e941 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.407064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd133b02-e011-41b1-8d51-c289087f1358 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.397700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation baacbd6f-1da6-49ca-8fc4-f60ea07c1357 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.386391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ff49cec-457a-4bbf-9d43-4f84f1e1c7aa · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.375611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0ff0b06-88ce-4cff-9f2e-c5cddb8c9324 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.365183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cef1bb4b-c116-458d-8a2a-8db103f9b943 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:00:38.354780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3cafb3dc-b016-4e54-b90a-1ff9907a2b29 · outbound

This paper cites Yuan and X.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Yuan and X

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.345489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 327cc555-00f5-4470-ba8b-6e1a6de96be6 · outbound

This paper cites Zhan and J.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Zhan and J

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:00:38.334480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation edf8fec6-9005-4043-929b-d70efeea16f6 · outbound

This paper cites an unresolved cited work.

Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T22:00:38.251820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.