Paper Citation Record · LEDGER

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2506.03207.

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

pith.paper-citation-record.v1
2506.03207 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:52.573951Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact1
verified fuzzy2
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 853aa0c5-9cd6-4158-8815-be7ff8d4ea3d · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:55.187112Z

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.

Observation 0873f8e8-0e80-48bb-9ce1-814ffd7f9087 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:50.920368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5ae0ab-20df-4b07-ab1e-e023059091a3 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:51.067774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c38923e-86a1-4b74-b0a8-6349ec621c4d · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:55.157114Z

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.

Observation bddd2a02-9d13-45e2-9dca-780b2804019a · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:55.142442Z

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.

Observation 55c73354-4ae9-428c-a4d5-4caae4115424 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:51.403650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56716b78-aa11-434d-9705-209d5dc724a4 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:55.104166Z

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.

Observation 5e2a112e-134c-4623-b4d9-894f587d340b · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.977355Z

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.

Observation 55259669-f86f-427a-a69b-12c71d44ffac · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.797750Z

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.

Observation ab05d543-9cb7-472e-a1ec-b890d6290850 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.640830Z

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.

Observation 186f14b9-b833-45aa-8c26-c718dd07f16a · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.488130Z

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.

Observation 0718df81-e3d7-4e18-98b4-67d8176900af · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:51.817865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4395567a-21ab-4e24-af72-afc504f7ef47 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:51.868801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6da5f83-a4ea-4ef9-b86c-37d310936c79 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.209113Z

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.

Observation 0ce2ed61-fea7-4cd3-8783-948e61d9ddbc · outbound

This paper cites Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.077619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d80f7cfc-6273-44d0-8d4b-8a6ee65fe501 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.099254Z

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.

Observation de611a22-0319-4905-9870-6fcb82585051 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.210756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd3a6c7-b825-4d49-98fc-50e1540e8a21 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:54.057193Z

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.

Observation 1f2e808f-b6a7-4096-af72-b26f8b5916a0 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:53.770179Z

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.

Observation f26c88a9-3767-414f-95b0-b2ea13214bc3 · outbound

This paper cites Scalable and Robust Mobile Activity Fingerprinting via Over-the-Air Control Channel in 5G Networks.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Scalable and Robust Mobile Activity Fingerprinting via Over-the-Air Control Channel in 5G Networks

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:29:52.694342Z

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.

Observation 4a727ce1-55d2-4d12-87a4-0df647319e20 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:53.455837Z

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.

Observation b8d42832-1265-437f-97bd-8927d3a97895 · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:53.110547Z

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.

Observation 7a103bf4-243b-4a0d-a984-9c753920fabd · outbound

This paper cites an unresolved cited work.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:29:52.780166Z

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.

Observation 088407e2-cf9c-4786-90cb-2a2940a9da0b · outbound

This paper cites In 2019 IEEE symposium on security and privacy (SP).

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning In 2019 IEEE symposium on security and privacy (SP)

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:54.333688Z

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.

Observation 7fdefa1a-a39b-42b2-972a-c254b8baef3b · outbound

This paper cites In IEEE INFOCOM 2020-IEEE conference on computer communications.

Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning In IEEE INFOCOM 2020-IEEE conference on computer communications

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:54.590530Z

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.

Pith citing papers

No inbound Pith citation observations are available.