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Paper Citation Record · LEDGER

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning

As of 21 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2509.05192.

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

pith.paper-citation-record.v1
2509.05192 v2

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:35:21.607774Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

68 of 68 outbound references displayed

  • verified exact6
  • verified fuzzy10
  • unresolved46
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e6ebc36-ecb6-45f8-b6c5-e0ca14aa3e52 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:29.308127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.520817Z digest=sha256:5c12fd159c7b4364d39499c4f41de8054bf2104683c8f5bcd74156e8e1c677f0

Observation 2bfa5b66-4307-4cce-913e-3cd9a2e22483 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 2

Resolution
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raw_fallback, observed 2026-08-05T05:35:29.154264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.578615Z digest=sha256:5fe2cabe304a3d8189cbdc270cd6a690ddee08b660d3cb3017ffd9e1d9a0ca23

Observation bd2fab1a-0541-4b3b-957a-3cffded0a778 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T05:35:23.470254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.669589Z digest=sha256:b169814f5e95c4e7165a08836cc486fec6f2687a1545d3216576fbe80288304e

Observation 8ab9a720-f8a8-4835-9ef3-3604beb0ca6d · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:29.032911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.747680Z digest=sha256:646ff76de82e1d9c99bd508afe775e07e533c8a02a9ae718bf61bb282310c99c

Observation 3ff88242-3fe4-44a7-95ea-6e3c67d03ba2 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:28.831403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.853564Z digest=sha256:b73636ba60801a1e5f239806b9e56fcd10deac19c32486f33e82fda7da6e0827

Observation 0ed6d62d-e1d1-4732-9368-6f3172cfd7dd · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:28.737174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:18.958164Z digest=sha256:3fa3266a4c621f3964765d6b30f7a091a2359f6f2d8c334ac67693266513431c

Observation 596d2dcc-db54-4a59-9b67-a1d9e9c5dc20 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Flower: A Friendly Federated Learning Research Framework

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T05:35:19.020792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:19.020792Z digest=sha256:e4aa35d833428b9c1bc2dfc70b5729bfd08007b597e164f35a2df7f464dc66d6

Observation aabc3f81-aebd-435d-8e5d-3f3178d0e958 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:28.648452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.093597Z digest=sha256:aeae5082b8a51c10949062300cdf4b7890411caaf1356cd5589154e3ebf8d2c8

Observation b1550994-ee94-49b3-9cf5-db79b4bf64b8 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 9

Resolution
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raw_fallback, observed 2026-08-05T05:35:28.565424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.190966Z digest=sha256:a1ea96269bf232d1f026db7ba9a1187eeda8d8426587a0f3c8adf91cc5eb8c33

Observation e4beb1d3-ee83-4a7e-bd88-af23753e6653 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 10

Resolution
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raw_fallback, observed 2026-08-05T05:35:28.456601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.259763Z digest=sha256:3bc1e81e8c352b2ce5cbd23ad9a3393e0d2b734dd8c65dfb22d972f50881c321

Observation 3d689b4a-df65-40a7-b96c-df64dbb4787d · outbound

This paper cites 1998.Statistical Power Analysis for the Behavioral Sciences.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning 1998.Statistical Power Analysis for the Behavioral Sciences

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-05T05:35:28.344328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.383583Z digest=sha256:f9fcccb24c71217b97e5da41043a3f42861ae0d79e94be7984ad9c83dc8165b3

Observation 2e145d1e-0485-443c-aeef-7cd85d876520 · outbound

This paper cites Zico Kolter, and Ameet Talwalkar.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Zico Kolter, and Ameet Talwalkar

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:28.254848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.456652Z digest=sha256:b99f8a28de80e3a899de127f0758787fd213dda70d6a1945db30f6b5350750e8

Observation 72eee1cc-40cc-4346-b525-747148a518c4 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:28.178658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.516829Z digest=sha256:2262b86ea85dab4a885ea348d35a3bdc124005bc074585bdfea04139f1c72beb

Observation a685344a-eb4c-43e4-af97-cc18d05f4ee4 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:28.008386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.533695Z digest=sha256:c2cd475cef803f1f93361ec932badf0556cb1af38a28963f24ae10fd66e95136

Observation 76701513-9772-4282-a4fa-e564a80e9428 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:27.892129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.592857Z digest=sha256:d657a74e03596678d68963a9ae1d5b0506b05ef21797a4abe8bf70ba2df169b0

Observation c369e143-7a36-46ea-936c-42cdeb1e6023 · outbound

This paper cites Federated Learning in Practice: Reflections and Projections.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Federated Learning in Practice: Reflections and Projections

Reference 16

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T05:35:23.239353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.625360Z digest=sha256:bfd9b06e90fa1b237b8242841d68a5c190f2d0e20c79dbb9dc664dabec3203e3

Observation 46e5574a-49cb-47de-b6f1-599c30fd9647 · outbound

This paper cites Meyarivan.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Meyarivan

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:27.720565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.690045Z digest=sha256:93f48a7889db388c9d1f9a3f495c4fe52d3c75da826a98a3abe6ec0989cd6d8d

Observation f7ab1ce9-e062-46d3-a4b1-e2ebc3f20022 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 18

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 09f989d9-7e6d-4289-a629-51c43236d1ce · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:27.599649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.867986Z digest=sha256:2f9ad7a6854660281c6210111fec63c1a6243a6f3d2d9c89025fca871ca1ccee

Observation a1a38198-9e02-403b-9b55-19ade8b62e34 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 20

Resolution
verified exact
raw_fallback, observed 2026-08-05T05:35:23.134542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.896846Z digest=sha256:577f15fed7b7b9c8950b00aa35ca9d1cc23d6355fc8168d5dfffc80cd1baaafc

Observation 77f3b756-3b90-465c-bb86-f0a2401d04f8 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.960840Z digest=sha256:e5e958cd3a8e8932034f2126a8f043d3124f5f87ff4d2bf86a8badaa6e180745

Observation 2e5aff73-6636-40b6-8dab-56f4b2748871 · outbound

This paper cites 2016.Deep Learning.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning 2016.Deep Learning

Reference 22

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raw_fallback, observed 2026-08-05T05:35:27.253876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.001042Z digest=sha256:d1167e1e385487bc1c687c7733403b92740d290d8e585817f0631370a92c468e

Observation debf20c2-a4dd-4785-8577-a4606e0a5d53 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 23

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no resolver link, observed 2026-08-05T05:35:20.068787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.068787Z digest=sha256:e441b58b7150a59cbc97b3bae44dc69c6efe0c259b5118035280f271bf5a54c4

Observation 4b48eeb6-667a-4b62-acf3-f5fef2ad7e77 · outbound

This paper cites Federated Learning for Mobile Keyboard Prediction.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Federated Learning for Mobile Keyboard Prediction

Reference 24

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no resolver link, observed 2026-08-05T05:35:20.097673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.097673Z digest=sha256:ff4974d06231b800cf3034e0325fa2010d79678c312298b12edd60fb5a3b37e1

Observation dfc860e2-4383-4b8f-9e76-1acbc2e56e7c · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-05T05:35:27.043415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation facc75ca-1c2b-4ab1-be22-d00aa2d2de9c · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.155287Z digest=sha256:96b0015bfca1ede3073b9c61c443717c5f60582797cf1c6296823c1ad4599481

Observation 9a3049a2-5c65-4c63-a41d-fc76b9f411e6 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-05T05:35:20.200597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.200597Z digest=sha256:dc1a6237f4f24a7d2f42be78686718859e55b81627b4a69d7e044c08d14c79c5

Observation 5bc1518d-8d48-4a2c-9645-c962fa094d53 · outbound

This paper cites Krizhevsky.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Krizhevsky

Reference 28

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raw_fallback, observed 2026-08-05T05:35:26.841853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 133b0e41-8a53-457a-828c-95e948baf7ef · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-05T05:35:26.701583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 44df5dd0-a2e9-4945-8d2a-a08f7457d318 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.315900Z digest=sha256:88c3eae739ef2da0316baec79b650fcd39620df7095584205e64a816df26af95

Observation 4b732f4f-0b9b-43f8-a80e-f7cadefa45a8 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-05T05:35:26.545882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.349180Z digest=sha256:9ac68f1a6053be218e4200643d463f700e8510dc9a11b6f5fbd2fdbe1738cf23

Observation dbf29fd6-cfdd-44e1-bfea-5535e05567d2 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:26.334727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f980eb0a-92ba-40e9-8d85-c89011a6aef5 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-05T05:35:20.398001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.398001Z digest=sha256:b77fa9b1ffcce3495b8523e7bb1fad06a2630425c480c61f9197a26a9152228b

Observation f2fb661d-b31a-4136-931c-f44818474908 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-05T05:35:26.135236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation ad0194cd-fa79-4dd9-acf2-43ed426f3d43 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-05T05:35:20.454946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.454946Z digest=sha256:26bda702a7fa2409914a984f6881ffad267aba5b0818b327df707b9809ba6557

Observation 60b4ea53-b361-4060-9ee6-ca5fe3f0acbe · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-05T05:35:26.023624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.480179Z digest=sha256:6550b2eb20fe3d1ed363429223698e3d9b0f866edc2241d1504503f796440224

Observation 3e1d2fee-113e-4ba7-be89-560cd9a0ac04 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 37

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unresolved
raw_fallback, observed 2026-08-05T05:35:25.880896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.514515Z digest=sha256:3bdcf67f4e358e288fa5fe1491cbe9b54a9d3506c3ef0e307a155710dd6aa6ad

Observation d64601c9-1da8-4f06-b49c-135b96be4aa0 · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 38

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unresolved
no resolver link, observed 2026-08-05T05:35:20.547044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.547044Z digest=sha256:c978edcaf90c21bef5ca8155fb5593ab6d758d4b04865f09351b0cb9ae17eec8

Observation c8087adc-6421-414c-a92b-0d5252fbb2db · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.580044Z digest=sha256:5e406fd82648eee4c200fe07f02d5ad7db74e6c103014ba13d103190a111ccfe

Observation e1dec84e-6832-41ad-89b2-7a0b78c500a8 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 40

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.618163Z digest=sha256:729ce35c9c0f2d9922c65b9450671ee22cf93dd9f5ec4c557ef93d56f70deeb4

Observation afeb42c0-f744-4d59-b7ae-3d6047b95db9 · outbound

This paper cites Doan, and Kok Seng Wong.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Doan, and Kok Seng Wong

Reference 41

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raw_fallback, observed 2026-08-05T05:35:25.420032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.635120Z digest=sha256:55cdbbb9787fb478d624a2aa00a1f341c87b0ca3706ee2b37aacc18c8c887208

Observation a531f831-4fb5-473f-a0b3-bec37aa2d5e2 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 42

Resolution
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doi, observed 2026-08-05T05:35:22.017863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.670561Z digest=sha256:1bc167fd7ecc873316b8ef4c898f7f23a2d43daf797ba66cb2be1f18207e18d4

Observation 86a2ec3f-af2d-43dc-b69b-b91c3dcb0751 · outbound

This paper cites Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.693462Z digest=sha256:364b1fedcafaee29f48fc71c75203930fb58272bbd73e23c0b39536c4ac43aa3

Observation 1f8c6f61-36b0-4708-a9cd-d308e04f3f2d · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 44

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raw_fallback, observed 2026-08-05T05:35:25.288142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.734894Z digest=sha256:b35c3d21f671019f4941150606e55b11df5e87e8a2d60e59b90cb6ec8e0a20f2

Observation fdded8cd-ff5e-48c9-a49c-958d09aabdd8 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 45

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verified exact
doi, observed 2026-08-05T05:35:21.854063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.767387Z digest=sha256:ddc610277928091f4412f7707925f904d9f44eabc07b6ced278522f5c95266e1

Observation 8b4ed682-647a-40ab-9da4-4dc9a20d7033 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.807606Z digest=sha256:b4dc0854e3ff4d2eb21a76f786197fed2c7fd8298487c4136c43b4784d423cf8

Observation 7ae325a0-cf8d-4389-8c50-49beca5f98c4 · outbound

This paper cites Howard, Menglong Zhu, Andrey Zhmogi- nov, and Liang-Chieh Chen.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Howard, Menglong Zhu, Andrey Zhmogi- nov, and Liang-Chieh Chen

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.832657Z digest=sha256:b568409d7f3919cedc7d4cb0112087b8bed13fd4e1fea940665fd935f96461e9

Observation 664c2f7e-e3d0-4c71-a473-a3754a501250 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:20.870191Z digest=sha256:f7f448dce801736b85b75384844d0300457b28ab5a0f1a4cb10b5d2e87ee3080

Observation bfb75d95-0f63-4e2f-a9ee-4bb6504026fa · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:25.164212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.887294Z digest=sha256:99a309388a25bb6abcfa3a1dec41baeb9ec0daecd15294b03ef12f368e91cdfb

Observation 64583903-3e0c-4c0d-a3df-75e115dbbff7 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 50

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.923192Z digest=sha256:9a624c711b3d1dd070e7db7b859dd58e834da801461c3af93e840273a4f75dd5

Observation 037d0232-64b8-4b41-aa1c-439b50d4dc1f · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-05T05:35:24.863480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.957798Z digest=sha256:703710a3e2f597d2d50e65f6196b735eae0ff123937be6e3c230ebf36b88041e

Observation 8789f034-9e59-4bb7-b739-e9c435c96012 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 52

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T05:35:22.687719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:20.965190Z digest=sha256:4393aa0886eefe9009ff412d11b0c400d512443efc98846db26338ec8a14c93e

Observation 62a6ea08-b47a-4333-9d61-a5e8148a09c7 · outbound

This paper cites Can You Really Backdoor Federated Learning?.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Can You Really Backdoor Federated Learning?

Reference 53

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:21.009070Z digest=sha256:cb2d2f2692e0f492d14c28bec84324588c807ab553624f301eee3c25b33afe10

Observation 3d97e268-2dd9-4d08-966d-41098d68bdae · outbound

This paper cites Dahl, and Geoffrey E.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Dahl, and Geoffrey E

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:24.748357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.049861Z digest=sha256:85c75f9b63daa7e91efb45d7ef8123ad0b1a4e6ca7baf26220ddf8a1931a87d4

Observation 775869a9-c937-41a5-bcc0-198b7de5184c · outbound

This paper cites Intriguing properties of neural networks.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Intriguing properties of neural networks

Reference 55

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:21.087737Z digest=sha256:884a901a9e50fa959f76f98543316e0e7fa53232d0da236dbf385b0702b07f14

Observation 7cf76181-1822-43d0-9edb-47160393dbd0 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-05T05:35:21.123245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:21.123245Z digest=sha256:1a57628044f956369e54802742bfc85eda67d3835d9ecc44867e7479e65b7c29

Observation 9e886183-195f-4801-9da5-69a85133254f · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:24.592230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.188916Z digest=sha256:e7aa8bb37922850425b483f440fcb595b43392c1613efd8234fc0f1a12128d73

Observation 3af5365b-c010-448a-88d6-9d44b1d6b8bb · outbound

This paper cites Wikipedia.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Wikipedia

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:24.290419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.213912Z digest=sha256:8a2abadc7ecf198ab77b747e0169c1b6a6ce8ed429028803251e21108ad91960

Observation e01906db-57b8-4e70-b651-67ce03c7b647 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 59

Resolution
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raw_fallback, observed 2026-08-05T05:35:24.017879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.249869Z digest=sha256:2f984e6ac6e827e3f1619000177bf9c76bc7644db58d65cc360e7d33a4c29fc9

Observation 1eaa1c57-8f17-427f-bd1d-a791f6db6c94 · outbound

This paper cites Gonzalez, Kannan Ramchandran, and Michael W.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Gonzalez, Kannan Ramchandran, and Michael W

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:23.939613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.291737Z digest=sha256:2bfb040e063919f033b2161dcbf24980eaf92e8e7e304c58de3b25740d41499e

Observation a77a1972-11b9-4920-971e-6fef196268dd · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:23.828973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.323056Z digest=sha256:6a6ea3eb858d1565649a2353d2a4af30a6c93b05a1e689c1cf79ff1119709f0e

Observation 0c71d987-5176-4ff8-ac19-392a5fba2e61 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 62

Resolution
verified exact
doi, observed 2026-08-05T05:35:21.744534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.419611Z digest=sha256:aa5a0517043fa89f8e866e5b93c9d1e10918a6b121649acabba70dbce2859418

Observation 8d09b1b4-ec3a-43ee-91c9-f7b00648ead2 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:35:23.746371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.473527Z digest=sha256:fca63d483214ffeb22bea9b6fbbb119db9d91007ba97ebc31a0025233a2bf009

Observation abee1d01-b497-481e-8e43-c3b4a544c337 · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T05:35:21.578877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:21.578877Z digest=sha256:6d78744661b6efd7ad3b075649b2b97e42372c22b05751c5e71722611ce705e7

Observation abb82a85-e244-4a94-9d0d-d07243669b40 · outbound

This paper cites Stochastic.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Stochastic

Reference 65

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T05:35:23.575997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.607774Z digest=sha256:34b5bca3df04d1271d609497cbee94d0cee41192f33f809ffcb3828cda4cc252

Observation 231ac1e3-146a-4ea7-a803-e3670d30e204 · outbound

This paper cites InNeurIPS.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning InNeurIPS

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:35:23.671779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:21.530427Z digest=sha256:fb630062c2e67284cb2f2b07eb08bc4a4fa0c368a9ae35df3749f6d7e958676b

Observation 9dc72027-d2e8-493e-b190-30a009ff05bb · outbound

This paper cites IEEE Transactions on Evolutionary Computation.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning IEEE Transactions on Evolutionary Computation

Reference 2002

Resolution
verified exact
doi, observed 2026-08-05T05:35:22.250926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T05:35:19.761287Z digest=sha256:7a65145c7f41a8ec036f66a8118c28f6cd8b38af04e19491196fa5ba32b3474e

Observation b898bce7-3be9-4abe-af44-a2943ffd19ad · outbound

This paper cites an unresolved cited work.

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning Unresolved cited work

Reference 2024

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malformed identifier
no resolver link, observed 2026-08-05T05:35:21.366934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:35:21.366934Z digest=sha256:fab58cb2c49a57c5288492c6e2a5c015690a7ba06c0feffb4b6a16ecca497f79

Pith citing papers

No inbound Pith citation observations are available.