Paper Citation Record · LEDGER

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2501.03119.

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

pith.paper-citation-record.v1
2501.03119 v3

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:59:44.669331Z

measured 36 of 36 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:46:03.283464Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:46:03.394543Z

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy14
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85bb49aa-7cbe-40c5-bd1c-353ceeada0e4 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.222754Z

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.

Observation 08de3b80-33d9-4300-9368-37ede6350fbd · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.532177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d213b791-fbe2-4a44-a074-7a868f483856 · outbound

This paper cites Castro, M.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Castro, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.212654Z

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.

Observation 727234bc-60d5-4167-9ab5-75f098d1113f · outbound

This paper cites Coates, A.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Coates, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.202042Z

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.

Observation 984af3ec-acc5-4504-9064-efbe16bc6e91 · outbound

This paper cites Dayal, D.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Dayal, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.190150Z

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.

Observation a1a7685e-0854-4422-aefb-4e02cf4f57be · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.550278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9ac578-ba8f-4c8b-b164-eac07494b387 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.167149Z

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.

Observation f48a9602-1e5a-4ede-bf05-e2b43d373465 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:59:44.833633Z

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.

Observation d8e7bb8d-e473-4c12-9486-a8c5c20c501c · outbound

This paper cites Fredrikson, S.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Fredrikson, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.154386Z

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.

Observation 3a2e1291-8cb0-441f-94b0-dccd48fdd37f · outbound

This paper cites Ganju, Q.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Ganju, Q

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.141031Z

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.

Observation b690f08b-6dd3-460b-845f-55dd13991011 · outbound

This paper cites Gomez-Rodriguez, J.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Gomez-Rodriguez, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.128256Z

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.

Observation cd7684b6-a44f-457a-a15b-419bc0c42f7e · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.115818Z

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.

Observation cc91a5da-2f10-4ebe-8b89-38e881abbc05 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.104553Z

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.

Observation 242f920b-ff0a-437e-9086-98f992236d1c · outbound

This paper cites Hamilton, Z.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Hamilton, Z

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.092292Z

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.

Observation 8e06e4f0-42e2-4cde-af4f-38c96b1d56c9 · outbound

This paper cites Hartert, S.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Hartert, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.081531Z

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.

Observation 981a9797-bd0e-46a8-9111-f804eb5b4d95 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.592964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9e7a3a-2f0e-44d9-9448-8e3fdb44b66d · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.063082Z

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.

Observation 0fe691e8-f009-46cf-8c7e-1c84bdfc55fb · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:45.051101Z

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.

Observation f309283c-30ef-4f01-81d6-c462eb1c5009 · outbound

This paper cites Jin, W.-P.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Jin, W.-P

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.037924Z

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.

Observation 2930e1be-b7b3-4716-8901-cfb75eff5039 · outbound

This paper cites Krizhevsky, G.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Krizhevsky, G

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.605532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39f5bed-4775-4e82-a791-f66560f8ebe3 · outbound

This paper cites LeCun and C.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning LeCun and C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:45.018770Z

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.

Observation accdbbf3-7a33-4956-8adb-301ec3d6752a · outbound

This paper cites McMahan, E.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning McMahan, E

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.612152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 722c69b8-19c6-4940-a2d4-94521c714441 · outbound

This paper cites Netzer, T.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Netzer, T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.614991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e08dd8-6362-46ea-8a0e-16684020ea32 · outbound

This paper cites Orlowski, R.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Orlowski, R

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:44.984458Z

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.

Observation d57522fc-4dd8-4f33-a374-37671cfc90b9 · outbound

This paper cites ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.622434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7d9b52-ccb0-457e-992e-5fb1af277ec0 · outbound

This paper cites MobileNetV2: Inverted Residuals and Linear Bottlenecks.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning MobileNetV2: Inverted Residuals and Linear Bottlenecks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.626367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebade15a-6e62-4d5f-a971-97d7644748f0 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:44.972490Z

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.

Observation 45fd00ad-2995-46f3-bb78-c83afe2e4026 · outbound

This paper cites Shokri, M.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Shokri, M

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.634245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1117918f-4241-4efe-ba3b-9643badfe5fc · outbound

This paper cites Thakoor, C.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Thakoor, C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:44.959618Z

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.

Observation 3dfff37b-fe8f-492c-97bf-4f548983d8d1 · outbound

This paper cites Wang, Y .-X.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Wang, Y .-X

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:44.948920Z

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.

Observation a95332c1-8228-4399-ba29-45e49028241b · outbound

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

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.649883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5235afbf-2c02-4b0d-ba8b-184d11f53a21 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:44.938437Z

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.

Observation c550779f-8e14-4ab0-8e29-c2361a407412 · outbound

This paper cites an unresolved cited work.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:59:44.927119Z

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.

Observation 27a3df3b-15a4-4b3f-80c1-2b642c800515 · outbound

This paper cites Zhang and Y.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Zhang and Y

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:59:44.912209Z

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.

Observation 23558abb-2f9f-4c55-94e3-410511df2689 · outbound

This paper cites Deep Graph Contrastive Representation Learning.

From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Deep Graph Contrastive Representation Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T21:59:44.669331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 782bf29f-d217-473e-bcb5-0465702ca543 · inbound

Topology-Aware Differential Privacy in Federated Learning cites this paper.

Topology-Aware Differential Privacy in Federated Learning From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:46:03.403413Z

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.