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Paper Citation Record · LEDGER

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning

As of 12 August 2026, this Paper Citation Record lists 100 of 148 outbound references and 1 inbound Pith citation observation for arXiv:2412.08534.

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

pith.paper-citation-record.v1
2412.08534 v2

Coverage vector

measured 100 of 148 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:58:42.118193Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T03:31:52.577989Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T03:33:57.429545Z

Reference resolution

100 of 148 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved92
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf3ce1c4-6ea2-4579-89fe-798507688523 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.527070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.527070Z digest=sha256:f7c833e3ccdc00143934393e19d8fd624ba6fe4c0bb488218d1796dcdcd3dc50

Observation 75a71387-2ecd-4409-aa35-ef66dfa75066 · outbound

This paper cites https://www.intel.com/content/www/us/en/developer/topic- technology/software-security-guidance/processors-affected- consolidated-product-cpu-model.html.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.intel.com/content/www/us/en/developer/topic- technology/software-security-guidance/processors-affected- consolidated-product-cpu-model.html

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.585338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.585338Z digest=sha256:d68a1f4f59f16b1d4e768716af2f28774f22ad1c2571eb3c13763ab901cc0f10

Observation bf35bfd5-6144-4a63-b0a8-96921b4e10cf · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.590372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.590372Z digest=sha256:e7d0f834acb242e3154fbc9fe1149f6389bdab41affe8988eabced4fe2d860bc

Observation 4043dd3b-8391-4c5b-8973-4cd13f085743 · outbound

This paper cites https://www.kaggle.com/ datasets/amananandrai/ag-news-classification-dataset.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.kaggle.com/ datasets/amananandrai/ag-news-classification-dataset

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.595177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.595177Z digest=sha256:0cee2ed93362a0c081955383ed7b812bd812472cc36df8f7f0be8af976e3ede7

Observation a37d01d5-2628-4ef4-983a-7fe17a60bb4f · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.598739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.598739Z digest=sha256:aad2810c3e97f588fe8509349560f288ed6eb5c6d9efeeb1b4577e8998c69fcb

Observation 8347907c-42c1-4897-8c32-d7f0b930413f · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.602839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.602839Z digest=sha256:eeb3e57876874d3fc92bc32e835fccdd1f12947ffb652e8f1ed14365bb31d339

Observation 0dc5f8c2-6d3f-493b-b8aa-a784d3520eec · outbound

This paper cites Accessed: 2025-04-10.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Accessed: 2025-04-10

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.607301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.607301Z digest=sha256:c8f7f783ab9d6e17c37980787fee635f231a9c0efdc145f82c43e1a4916c8fa0

Observation e5cdb2c0-3a6a-4527-9dc5-8ba8743a9e50 · outbound

This paper cites https://www.amd.com/content/ dam/amd/en/documents/epyc-business-docs/white-papers/SEV- SNP-strengthening-vm-isolation-with-integrity-protection-and- more.pdf.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.amd.com/content/ dam/amd/en/documents/epyc-business-docs/white-papers/SEV- SNP-strengthening-vm-isolation-with-integrity-protection-and- more.pdf

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.611035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.611035Z digest=sha256:c4400beb7c3db9264ef148ecb0552fbc2c73ac1192097595276800f08294fa25

Observation 50a72b12-d8a6-4551-b5fc-b020ecaf2ddd · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.617310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.617310Z digest=sha256:c183d22071edca4b7c124084d6b77b8fea5fa85d02a59fc72c9cd4cf9cd468cd

Observation efb2b813-b639-4457-ad57-d920f1a343e4 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.620925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.620925Z digest=sha256:b34454f9a0855ea08db1896c2c611d409655a7842de2d41e545cec2aa86e2a53

Observation a09b1f84-fa9c-49b1-b435-38438163016d · outbound

This paper cites https://security.apple.com/blog/private-cloud-compute/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://security.apple.com/blog/private-cloud-compute/

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.625452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.625452Z digest=sha256:c093c2dcae8d5d324f9afb6ccb7000e8b1da74832d71768439818609df56f4b3

Observation be6cdcd1-8b38-4ebe-b2ab-045619915a7d · outbound

This paper cites https://www.arm.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.arm

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.629289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.629289Z digest=sha256:7b93c921505c438cebe10d4a8a08ca4fe373c58725c1acb4c935fcf0e24bec6d

Observation fec47a55-3c16-4043-bdf1-b646b3d4b462 · outbound

This paper cites https://aws.amazon.com/ec2/nitro/nitro- enclaves/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://aws.amazon.com/ec2/nitro/nitro- enclaves/

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.632583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.632583Z digest=sha256:26e622ade576174d11ca861dd97e12e367cadb0ba70893fab4f35933abcf6e40

Observation 83460ef3-2272-4aa9-b126-41e27f7152a4 · outbound

This paper cites https://azure.microsoft.com/en-us/ solutions/confidential-compute.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://azure.microsoft.com/en-us/ solutions/confidential-compute

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.636325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.636325Z digest=sha256:3e25797ba4de00748d0b5d67460aaaacaa374510fdb5e43a411fcbf18182c704

Observation d168e3b4-b3d8-48b1-98e8-091ce982d912 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.641506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.641506Z digest=sha256:a1e7405687ba7142c737936583edce4d97dd472d0f083655ebdda97d29c34dde

Observation 2af1946d-b920-42b5-895e-76089cc097b1 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.684800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.684800Z digest=sha256:79e7f861d1097d5baf6ccbdd6aa43140fbb66b4229e10f401dd187eb0052bffc

Observation 82dae2a2-abf8-4265-9108-6f55ac8f46f6 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.842284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.842284Z digest=sha256:33127074d1f8559e689813dac982ce6d177dfb7392d390f0b3592615435dee43

Observation dfafa44e-646c-4f51-a7d1-52e962ef4dc6 · outbound

This paper cites https://oag.ca.gov/ privacy/ccpa.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://oag.ca.gov/ privacy/ccpa

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.878849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.878849Z digest=sha256:934f4696dfc061946bae6d98aaae5d6f0fd5b28ac722da422d03ca49fa5037b5

Observation 05484a4a-2da3-466a-a1f7-113f2dec3951 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.882442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.882442Z digest=sha256:52c83ef260a0e55db44e154a2afcb9f1ff51c6576838d40d49a7bf60ec3a9fc3

Observation 4882507a-a782-4627-9c3e-07c2ffc6bcf0 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.886336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.886336Z digest=sha256:7cb47c43ff8c7d5c70cbed819639ed4ba90a5d8fdade5ae67b2f80ac2ecd570c

Observation bd94a580-e2ca-45ed-85fc-288e905ca9eb · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.892028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.892028Z digest=sha256:565bc5d6a3d732c0b98b078068ece9463f79948c99fc5175f8d8d771914a0ad5

Observation 64782b71-2deb-41ce-bd7c-36d51eac20bd · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.895927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.895927Z digest=sha256:8971369b5e5344b61bd717a28323fb18f81fadb95d076591242991fe423a0ee3

Observation b3b65c44-87c6-45b5-b5a4-5fa5c1b4a481 · outbound

This paper cites https: //images.nvidia.com/aem-dam/en-zz/Solutions/data-center/HCC- Whitepaper-v1.0.pdf.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https: //images.nvidia.com/aem-dam/en-zz/Solutions/data-center/HCC- Whitepaper-v1.0.pdf

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.899793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.899793Z digest=sha256:f13f6d721490fbb6105b1a928b1865108e731bbffc2b8c6a093dda0513c18152

Observation a2cf398b-7d73-404a-a76c-77a327638a0c · outbound

This paper cites https://confidentialcontainers.org/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://confidentialcontainers.org/

Reference 24

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no resolver link, observed 2026-08-11T17:58:40.903757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.903757Z digest=sha256:b501a25834c4e95f71a2e1f060a1fb7ea2ab37a71f54b994a5a04e0ca7fb1897

Observation fffe3720-23c7-4562-aef5-33387dfc2d33 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 25

Resolution
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no resolver link, observed 2026-08-11T17:58:40.907947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.907947Z digest=sha256:3c77a4c95c36f5b3124b7b198ed1ea1aa54c27e8df76a499b4abc1dfc235c9e6

Observation ec98e4ed-9577-42c3-ac9a-a0bffe683949 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.912242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.912242Z digest=sha256:7f4b2db1d12b243136dc4fd0d779e2d2dd740ab327554bacbe18ee9eddd3a888

Observation a235db50-7e80-4280-ae61-ca3908f63fc4 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.917104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.917104Z digest=sha256:f02674d9418999ff605bffbf23a58e7299cdf9eac8d649269d19d98d4af15d20

Observation 1bf888c7-11f7-45c6-8ba3-2b580fc734fa · outbound

This paper cites https://github.com/containerd/ containerd/tree/main/docs/snapshotters.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://github.com/containerd/ containerd/tree/main/docs/snapshotters

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.921013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.921013Z digest=sha256:a71ea6104e53f73ee50ec663f4147370d89906243166a055fa111480140b4c7a

Observation 7e49992f-8397-41db-a6a3-e96bf962539d · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.924968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.924968Z digest=sha256:a2b4c37820c609be44f3d69a9c169d32399990952633cc9b24cf9fc9d95b6c95

Observation d08a9413-8987-48e2-b181-c0cedf5d5bb9 · outbound

This paper cites https: //aws.amazon.com/clean-rooms/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https: //aws.amazon.com/clean-rooms/

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.929068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.929068Z digest=sha256:0574ab24e71b15fe53f7d6c8432cc3d79212d4080932a9c5ac94fed0080c156e

Observation 2bb4bc7d-82e1-48ee-9045-b8c531bd523e · outbound

This paper cites com/data-exchange/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning com/data-exchange/

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:40.995916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:40.995916Z digest=sha256:32dfa5378c7fc2fe0ff99b14c5d3ead8241b01111c156172a6d8a6274e108bfc

Observation df514cd6-8d94-45d4-8cda-38a3b38dc939 · outbound

This paper cites https://www.databricks.com/ product/marketplace.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.databricks.com/ product/marketplace

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.113172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.113172Z digest=sha256:459075882092d4d43ca1ac437782ccbf0e24fb27516fae913ac095faaa56a0bf

Observation 8713eb09-b185-4551-92ce-9687277040ec · outbound

This paper cites https://datarade.ai/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://datarade.ai/

Reference 33

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no resolver link, observed 2026-08-11T17:58:41.228230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.228230Z digest=sha256:aff187b63e634291193572fca8c59f4718778b9e4742879ac1c679568487377e

Observation f1b9b0ee-219e-42ad-b40e-dce8a97bc3ac · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.330856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.330856Z digest=sha256:c2aa878f44ed5d447517c0c3f1426ad5af47369b1f78e4f741d629bb8a748492

Observation 1bab5951-51ab-4691-9209-1110484802ac · outbound

This paper cites https://github.com/deepseek-ai.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://github.com/deepseek-ai

Reference 35

Resolution
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no resolver link, observed 2026-08-11T17:58:41.370059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.370059Z digest=sha256:7a465f03f0e966d16798c56891d1ccf1d128981ab46565391f581bec205ff293

Observation 8aae7a15-b146-4660-93fb-eb9f66308da0 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-11T17:58:41.402400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.402400Z digest=sha256:1bf135e397b71f84bc8d1198c647b8b14c7998cd56916059387c75e3ee3f18d3

Observation ec701e8d-9650-4846-b504-5a34241a15a2 · outbound

This paper cites https://docs.kernel.org/admin-guide/ device-mapper/verity.html.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://docs.kernel.org/admin-guide/ device-mapper/verity.html

Reference 37

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no resolver link, observed 2026-08-11T17:58:41.406934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.406934Z digest=sha256:fcb7040c2535d5536949e15cce3a9b4f6718372b3362ee23cc88f82f424aea79

Observation 99ebb18b-76e0-40b4-911d-2a94492822c9 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-11T17:58:41.411468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.411468Z digest=sha256:f34076232b1befcce49670fdde6f693c9594ad6035ec49727469de06f0f128d4

Observation 0567f38a-7983-4049-9ed0-054e91c787f4 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.416177Z

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source=pdf_text observed=2026-08-11T17:58:41.416177Z digest=sha256:2ec5a3665702b1bede2dd84cf586d3c7cbb2f43a6b55743e3c3dc930d7ee1aef

Observation e5b9bc4c-fc3a-486c-93ac-1b621f9024f8 · outbound

This paper cites https://artificialintelligenceact.eu/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://artificialintelligenceact.eu/

Reference 40

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source=pdf_text observed=2026-08-11T17:58:41.420135Z digest=sha256:e89823f9d1be72219807f26ca968473c1857a07c309283a10640aeb02951f818

Observation 79a97662-014a-47e1-98d9-1de95d79b5cb · outbound

This paper cites https://github.com/ facebookresearch/fairseq/tree/main/examples/roberta.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://github.com/ facebookresearch/fairseq/tree/main/examples/roberta

Reference 41

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source=pdf_text observed=2026-08-11T17:58:41.423954Z digest=sha256:c3671c563f527b00a25cef3437b66fd1431bfd4296ce019f0ad915bc42e11797

Observation 63b90b90-d823-4c48-86e6-6c186b568719 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-11T17:58:41.428046Z digest=sha256:60383372d15efb188aa6a03cac74673ea87c460b32fd03afc33f9f1437da60ed

Observation b4d3169e-fb5c-47b8-b4d4-2afc228e0e59 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-11T17:58:41.431940Z digest=sha256:7865014a05227b15aeae023cc4d9aef83015d943b2b062d55201e5d7f704c669

Observation 259859f1-1ee7-4767-b059-6bab33fe1e19 · outbound

This paper cites https://gdpr-info.eu/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://gdpr-info.eu/

Reference 44

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source=pdf_text observed=2026-08-11T17:58:41.435711Z digest=sha256:f8e5c24c4a74ba7c62399dd2fe808b8c0b56230dd4d285c80cf3f40dc443f77d

Observation 9b8e22b7-a0db-479b-af6d-1f8b15a6b080 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-11T17:58:41.439546Z digest=sha256:ef99ec4c08219cb7a4d3d22dc2a7b720c05d92dc4f814ff2b0ae1c4c6a92affb

Observation 4b3dbcca-b14f-49c8-b7b2-05cfd26bcd84 · outbound

This paper cites Muñoz-Tapia.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Muñoz-Tapia

Reference 46

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.443148Z digest=sha256:37cdfd9a0688f3704ee633488532e5827864c07a89cb9b3d1c6d289cf5b0f039

Observation 0c3066ee-b7d8-4ae3-aff6-afa103e76dfe · outbound

This paper cites https://cloud.google.com/ security/products/confidential-computing.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://cloud.google.com/ security/products/confidential-computing

Reference 47

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source=pdf_text observed=2026-08-11T17:58:41.446974Z digest=sha256:9fa81e4d66b0a23d6cac795abbfce4b2706205f13fdd780eefb222fa9deee18c

Observation 3ba55424-98fe-4341-ab31-329cee548fbc · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-11T17:58:41.450482Z digest=sha256:ea8cb8d999cce47d56afa70455399293b4fab7607aea803dc81b70833eb0fadb

Observation 4baf79a7-797f-4384-9ab8-04990390f152 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-11T17:58:41.455105Z digest=sha256:05a9f45330c60cf4a2008ee1d6347d0030351441aeef7b42e7a7d38ad50525fc

Observation 6cda2c17-c47e-4836-94d3-6ea39752bfac · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-11T17:58:41.459624Z digest=sha256:0604b70e3094b7acf909ce729f2854e0b498660ac7689d963c8e9b0bda63133d

Observation 6075256b-8cdd-4f05-9d2d-66dba1bdf17b · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-11T17:58:41.463841Z digest=sha256:c032b1f97ddbc38a2a6ba8ec02ffeb4cda0a27d272292b8212b6449080b60672

Observation 41a1652d-f2d0-462f-9ba7-0e5ef1caaf08 · outbound

This paper cites https://www.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www

Reference 52

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source=pdf_text observed=2026-08-11T17:58:41.467873Z digest=sha256:06bbe061d00e1504cfbb7f9c5958d3c4fb4aaea5e9c562db3e7f96878c7f595f

Observation 59846c40-1dcf-432b-bb7a-fbd4d61897fd · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-11T17:58:41.471851Z digest=sha256:2bea34d191f547a30e728646f2abcab4e2a6a355abcca1afd246028e2ed582c7

Observation 8ac8ce0d-b1ad-47af-a1e3-6b1771085cbc · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-11T17:58:41.476323Z digest=sha256:58d014d10522efb125b24c757e5e30cabbc5c2d8daec9993a96c81dfc70a52a3

Observation 8920ac12-779a-4e94-a74f-ecd15e7c0aa4 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-11T17:58:41.480336Z digest=sha256:3ef7489c9730a80ea3fa36eaac9e36abbd104ad44d44d384a9c82caafd3cdd9b

Observation e94cc68b-9693-4ef0-a278-1c88451a2f31 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-11T17:58:41.483795Z digest=sha256:308904495ce4851baa575bd62275b5a2e99f270999cca552dae4b5dd6164c28d

Observation cab5237b-17a6-45f8-8748-3326f8bfed5e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-11T17:58:41.491922Z digest=sha256:b1de9d167f8a3ca3b54a6e818057bb6c21f0e06c6e27067a03814b2e01f8452c

Observation 0d3ceeec-6c45-4dac-921d-b0717300ecce · outbound

This paper cites Chiron: Privacy-preserving Machine Learning as a Service.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Chiron: Privacy-preserving Machine Learning as a Service

Reference 58

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source=pdf_text observed=2026-08-11T17:58:41.496100Z digest=sha256:9ad30e46a041a3df53030f26a8a5784083269d8f5dbc5382da497db8672aa402

Observation 894fdc02-0a38-4e89-a85f-bc1631fb8646 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-11T17:58:41.501028Z digest=sha256:962a73e2de8545a65f47e9a9b47753b81b57a3b40fbb7fb7e50da43e78714e9b

Observation 55255262-2905-4a3a-a5a1-f0ebf11e3418 · outbound

This paper cites Efficient Deep Learning on Multi-Source Private Data.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Efficient Deep Learning on Multi-Source Private Data

Reference 60

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source=pdf_text observed=2026-08-11T17:58:41.505241Z digest=sha256:d92bd15c9385a41588bc4ceff1ed152dde3b413382e794be2439b6b755705ca1

Observation 7f4024d2-3e46-48e0-8d2d-81637a651f97 · outbound

This paper cites https://www.youtube.com/watch?v=Bb9NHtJ_Qnk.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://www.youtube.com/watch?v=Bb9NHtJ_Qnk

Reference 61

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source=pdf_text observed=2026-08-11T17:58:41.560244Z digest=sha256:dc5ee32f62b3055197d111ebe93860e5cf54441af51c20e62778821d91252828

Observation da4fa1d2-caea-490b-99a0-5fd95d90ca59 · outbound

This paper cites https: //www.intel.com/content/www/us/en/products/docs/accelerator- engines/software-guard-extensions.html.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https: //www.intel.com/content/www/us/en/products/docs/accelerator- engines/software-guard-extensions.html

Reference 62

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source=pdf_text observed=2026-08-11T17:58:41.627023Z digest=sha256:940599eac69ba234b56a2538a9c008d2f14ca8e81b19f6c5efae0c9ba9673e26

Observation 92e730d3-a25a-4632-bfe8-f1c385ab5060 · outbound

This paper cites https: //www.intel.com/content/www/us/en/developer/tools/trust- domain-extensions/overview.html.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https: //www.intel.com/content/www/us/en/developer/tools/trust- domain-extensions/overview.html

Reference 63

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source=pdf_text observed=2026-08-11T17:58:41.689871Z digest=sha256:95ce7ca1bd52e62baaa32d1a7444b798653bac37db412853fb5cc0d12766a6b4

Observation 9ba39373-30ce-4559-96b0-468969440441 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-11T17:58:41.694955Z digest=sha256:d253fd6f40042c04398e817e67cc832e3cc8b5615af2c21a8829cc18e77641b0

Observation 259dc995-4d37-4c19-9253-f97777ebc619 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-11T17:58:41.699279Z digest=sha256:2906a06bc1fec9adc1ec88d64d48ee6ed4fe065b9848ca1160f87c23b472d718

Observation 0b52a9ca-e3ec-48c9-811a-696a304cc28e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-11T17:58:41.704185Z digest=sha256:5340673eabdbf87b39b9425f2a33ccd1d3c2c358009240beddd9d18980e5cc38

Observation 8df582df-35ed-4672-9504-195b620bd5c4 · outbound

This paper cites https://katacontainers.io/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://katacontainers.io/

Reference 67

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source=pdf_text observed=2026-08-11T17:58:41.708960Z digest=sha256:f0372dfd493dd8c984cfbe5243f69441d919c70b45bd0eb651c0d194c8d01293

Observation 1e9ff4e8-7643-4d95-ad80-19b8083a1446 · outbound

This paper cites Differentially private training of residual networks with scale normalisation.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Differentially private training of residual networks with scale normalisation

Reference 68

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local_arxiv, observed 2026-08-11T17:58:43.573437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.715285Z digest=sha256:64ecdee7e16e3caf573b6e7d09cd1ba2acd6337f0b0011eba71de165e2d5870a

Observation c4e35114-e6a7-419f-a687-5ee31e09015e · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Federated Learning: Strategies for Improving Communication Efficiency

Reference 69

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source=pdf_text observed=2026-08-11T17:58:41.720635Z digest=sha256:840a4aeb188c4e40998ef19747cdd8a282c32862d0b92f801bfbfa181c91f964

Observation b8fcfb1b-02dd-4c46-9651-b7a77f7dbd7d · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-11T17:58:41.725150Z digest=sha256:203695ae1fa0a85e318917feb98e03091da504189f92e183790f48d0669692ee

Observation b7d2a28c-94f6-4605-82a5-992a46c34a4b · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-11T17:58:41.731045Z digest=sha256:877681cd1b5315fe393b934674522d85bf1b065b081972b7d8d4d44addfb6efc

Observation 7649c92e-b6e4-48bd-92ef-c088ffab182e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 72

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.626876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.735870Z digest=sha256:d9998e6cc712fbf56a29bb914821c0a7ab5bba09bf03eb238985310d7b65618b

Observation cc1f8024-bfc5-4224-843c-09487f31e54f · outbound

This paper cites Toward Training at ImageNet Scale with Differential Privacy.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Toward Training at ImageNet Scale with Differential Privacy

Reference 73

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source=pdf_text observed=2026-08-11T17:58:41.740424Z digest=sha256:20a05f59a255d46df43d1936c0f49c495e67075022feed05f67b4d381e57b157

Observation ffb2c67d-1b18-496b-95b0-85c30fa083a4 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 74

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T17:58:41.745772Z digest=sha256:c2062069f729c206ac3fb6ee6fb0070dc68e0461ec184fa3c7df842b360071ab

Observation a861b090-94f3-4eaf-9e29-a46a4f0f1730 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 75

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.602870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.749713Z digest=sha256:d1fccff5ca2932f9e687ef75616463defaa0bac26a084680cfa0ebe606180da4

Observation 6c5a6c55-1ac1-47d2-905f-594d69920408 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 76

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.589302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.753652Z digest=sha256:c52e7eeff628a615573a10e7259d749ef3501c0d4fcf0afef32fe7911d49d717

Observation 7e8c6ed7-a837-4822-9401-b5e4502ef2db · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 77

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.575988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.757630Z digest=sha256:c45beb537bd86301ce3f766cb72b505e332478334b2315ff17a0d88bcd697bfe

Observation 9a0fb96c-c03f-4052-9f05-3565bdefb289 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 78

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.564013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.761461Z digest=sha256:68d3423ddd642edd07e5ef90f8e4721e139d7d7a5ed29310a509edce5619734f

Observation 9bd3c685-9bc7-4970-aeaf-6c0db871900e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 79

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unresolved
raw_fallback, observed 2026-08-11T17:58:45.487870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.765625Z digest=sha256:4c263b2d13181ed9df187b590a5beaaf41c12b330ab55f098c73302173731419

Observation 32d07f16-b138-4d02-b323-de130f5a006e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.331022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.769452Z digest=sha256:757eca8de7dd13c3927e8ac60999f4c6d01d52c506e040fce0d9232c4e7230fc

Observation 8ecefdb4-3699-41cd-97d7-91a710fa9772 · outbound

This paper cites https://man7.org/linux/man- pages/man7/namespaces.7.html.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://man7.org/linux/man- pages/man7/namespaces.7.html

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:58:45.305237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.779483Z digest=sha256:e69a3128827fd9868aad03bdc684e089dc5947bd5303b58631e6f430e87d1a23

Observation 2b9d99c6-e951-4417-8ab8-62d0d473debc · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.783926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.783926Z digest=sha256:a549669f92eaadf646452d00785957cbde8a93ef1f0a416845c62b13f9115495

Observation 37fa10aa-be6d-41ae-befb-8f987b77ad18 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.282800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.838664Z digest=sha256:d8d0847e3083ab6820287c952c510992cf6e25d398867c65016562a32f6d7c51

Observation 1e11904f-bef1-474a-9e87-c25c45ac2c24 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.270314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:41.945813Z digest=sha256:05dc68d715ba022ed315da634ee49fd3898e9a056906bc5477a30afb1d3b7040

Observation a5cd5163-50d0-4811-8019-38aa7d5b1d5c · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:42.044489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:42.044489Z digest=sha256:59885e68e9d2ffccd88a66581f6cfd1000a2dd2fd85561468ae1fcb3ff5d5e08

Observation 80abe4ea-dd60-499c-97e5-cc18d1f2b25f · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:42.048686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:42.048686Z digest=sha256:1e14dc6e3cd8487a649fa7a4464253337c50b646192ab52b6520f602d37e1409

Observation d2cf84c1-683f-4381-8770-8fb5e7e0e168 · outbound

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

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:42.052596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:42.052596Z digest=sha256:a015e92aa540c256d261c117455dc004d3c545aade8ab1b3d3405e30b1ec4cce

Observation 7bd5d79c-6bcb-45d9-9980-46368345b48b · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.243086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.056721Z digest=sha256:cfdf54dc9058c0d46ff4851fa6049dbdf69730f190539b646d79f9251160aa2e

Observation 6ae0f186-8bd1-4ebd-9df4-ee28331a289b · outbound

This paper cites https://llama.meta.com/.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://llama.meta.com/

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:58:45.229249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.059931Z digest=sha256:d100f903776d8ffab1b769db82ad9a14a487a74b94cd927508db4957e255d509

Observation 71468991-1fa8-4dd7-a178-052c2fc6321d · outbound

This paper cites https://azure.microsoft.com/en-us/ products/azure-attestation.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://azure.microsoft.com/en-us/ products/azure-attestation

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:58:45.216108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.063708Z digest=sha256:0c1a738f211b5edaf2fbb5ad24608fe7da41040f2a01638ae1cd638f8a6fc85c

Observation f3d33503-a8d6-4d7b-b36b-fc4599acfc20 · outbound

This paper cites https: //techcommunity.microsoft.com/blog/linuxandopensourceblog/ inside-look-how-azure-linux-powers-confidential-containers-on- aks/3981296.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https: //techcommunity.microsoft.com/blog/linuxandopensourceblog/ inside-look-how-azure-linux-powers-confidential-containers-on- aks/3981296

Reference 91

Resolution
verified exact
raw_fallback, observed 2026-08-11T17:58:43.457741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.067608Z digest=sha256:28ebf6c6d50cb1b88cea0d0271bf2a79e0983fb3670227433e7cc4df9c2841d2

Observation f6060d3c-3568-4a77-a6a2-b4f122775f1b · outbound

This paper cites https://github.com/microsoft/kata- containers.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning https://github.com/microsoft/kata- containers

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:58:45.200835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.071084Z digest=sha256:d157bc6d1994ebe0a5808caa28bde81338b409057b68369d43d9f3cb1687dac0

Observation 82949101-904b-4815-80ac-1919cded86b0 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:42.075309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:42.075309Z digest=sha256:15d9620bab64e0f91257aa6a8ffa4799bd1e0a1c9732385dcaa82071387dddfa

Observation 3130167d-772a-4f15-8d33-26264e28e03e · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.188197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.079551Z digest=sha256:edd6f358ae1ed2673ec366ef2dec81c9c1f24aac42916d2d6a62fd848a48e7a5

Observation 7646c921-79c7-4684-972b-0817cf07debd · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:45.077681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.083360Z digest=sha256:5418dea39cfc732224e4b49b3987df1b82ca777b586e444e96db8b60b84fd580

Observation cb331657-b6f8-4439-884f-0055e373e186 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:44.974385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.092903Z digest=sha256:3e1ff36315c3d364dfa34d5d873dc53a4a3048430da7b06010371ca237511efe

Observation daa5fc35-842f-4021-95ec-bf59cf28dd86 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:44.962904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.100133Z digest=sha256:c5ae929e8e42ccdfc41451db54546dce8c75cb09783b9778197d0d627b0e2c8f

Observation 400bda2c-9ecc-46cc-a290-afad3f5ff0a1 · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:44.951761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.105618Z digest=sha256:6ba967c8b4af707b21dec8928e3d0d5467c7f8b5f29ba00ce8705b231a7fa831

Observation 2a82d3b4-0de0-4c5f-a243-25a1ab29a9ca · outbound

This paper cites In Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning In Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:58:44.985494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.087923Z digest=sha256:60632febab2dc40436a55d19749e9c6ea06cf186cc504240eff00bde0ecae39b

Observation e200afcb-42df-4510-a4b4-c87c2448dc6c · outbound

This paper cites an unresolved cited work.

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:58:44.928949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:58:42.118193Z digest=sha256:57b9eb9bb7d131f2addfbee0dd744754dc6bed968925340ca5191252394f4b23

Pith citing papers

Observation 2a1d8013-5577-40fa-a534-53419e50dcb8 · inbound

CAEC: Confidential, Attestable, and Efficient Inter-CVM Communication with Arm CCA cites this paper.

CAEC: Confidential, Attestable, and Efficient Inter-CVM Communication with Arm CCA Protecting Confidentiality, Privacy and Integrity in Collaborative Learning

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-17T03:33:57.431751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-17T03:31:52.577989Z digest=sha256:fcadd501fe427c2325aa2ffdba9202e2c24ef0431c18b6b9b6e109cef91c277d