Pith. sign in

Paper Citation Record · LEDGER

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning

As of 18 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 2026-08-18T06:34:40.430872+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:f1cf2e6bb02722c7ecad879fdc0bcdf4b53c9e467402d3f2185560b24f6d3398

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=sha256:9d44ca9764ec18b38149f3d26a878ecdcf32ea0113c86ca4beab736bb785cb83

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=sha256:5bd053b58273cde8d9e41873fc9ab54b5d5c2373984171a51e36c9bab0c35e8c

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:ba9ddf20c7c6391ea1b1627279f91ca1a3cd709c885e6eba5521220087b70674

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=sha256:2cff6e63e57155e228739eed21916fb6e3d71c31777afb277874393caa0e4595

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:f6576c436df274a56e1600e55c471ff8c2519b6b615c6f74db759b2abda34c39

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=sha256:8d65ad76bed52511ad31f84294977939d9a2ca54eeef36a34737dc3313fb0e39

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=sha256:9672e8a27d77f422e931ff64e1040894d4f254832643e583f157b1394a04cf80

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=sha256:4dc0c132ce83114bcf6239b1d63541527aef4f490e596031791ec38b65a3fc0e

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=sha256:55001c72d00b6c6e47d51026a901ac0ed224b5330732a960f24e9c07aa92122d

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=sha256:71c564c171f6cef8175193450787153a8a6a05166f62a65b1acaf21fe2a0fc7e

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:c3fcab13daf99b3765156ec0bda972a6376284e44ea627e7664946beac47bf01

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=sha256:770941c2b655717eb967fb59dd2642b6a8818e4ffe684113a1397e9c68bc8d24

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=sha256:0e721ef8519869f61395279b137229665b09c5f5654089fa47f280987e94100f

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=sha256:787d295297cf6d5ea6cdec5ffc0d4efbeb73aefaf923df91325bc1450265e3ba

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=sha256:5bb104c6681345b42b4992e11c78e19845a957a9aa96191e6871ce6a96152c18

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=sha256:3a464edbd86fda64416cce4535481ef801f71b87aa65d20c26b856eda36fc1cb

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=sha256:7d95a0989e8fcaafece1d950cae83ccf99c2c4038a95acf2c054cbd4f9082af7

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=sha256:460c8ed5277b9d24947c75c161dcb2b4df2a50021e81155989f78a0d275e30f3

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=sha256:399193a488ad9d440c044342ff00c4c36736bf83cffcf69cec23482932f41d62

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:e83ca16b9a28c5a39c67637f81dba359603c439c30c98de066d7b9e521d50a19

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=sha256:650cf5f8cc2c878b5d0ddaa170375f05a52fbfc50d18154a221f9e27cd7e0d0a

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:be7a7839cc10c6098fec21de73577a01283aab4b6c429dd37f1c60feef2d00dc

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

Resolution
unresolved
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=sha256:0fbacd04f442acea19083a1eb19a9242c6d65a423ee74ee8f54c883bb69d8048

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
unresolved
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=sha256:6c167831abf34446acebb713b2ef81fe1550d8caa3ca1362623316b5c6f0fcad

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:f46dceabef52c62856fa77513cdfd967b7c4e49b55feef1a482d2ddf14731c7c

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=sha256:5dbeea8ed0a61ab01c03d45bd3499a884c95d204f38441d2aacfa74baf3d1ff2

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:caa28aa894d007c42d97a575ff5f322d4883ca90e0f7470dfab46cfde1bc3459

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:d1744cf18728459aac7293386af0f1e695eb6596af1b472b60e2e0dca54aa5f3

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:f600ba6ff1ec24176cdbf6548eff50354562167fda07dbdce671edcfaed2c311

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:a41633e69d96f880e12dd044fd25ed45b8fea6b1d4340c7a0d7f8f5ff9a15675

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:f80a60ee0586d0bbe91f3407122a2bf9ff7aefce3e377405550769413b753b20

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

Resolution
unresolved
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=sha256:372900afdda38b8c3155c1efd7e0fd4503eb431bb7189028d4594c6cdd74cb94

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=sha256:8f6123fe67f22868aa03c80d50008cf2820d5031888614f5cae3df0dc4899da5

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
unresolved
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:f927199a2d734f54c642b53557ab7bcddd54b41a5ef479209cb28f18e0d4db3a

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

Resolution
unresolved
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=sha256:9edd8d54d5f4fd1af1caadebc9b59a35f652a8071a61890f692a8f3be746fbcb

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

Resolution
unresolved
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=sha256:5a1dbb25653863abbaa3fd44722f6e6fc473601d3d068fecd892057b8a38e136

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

Resolution
unresolved
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:a2e85fe5ecd3b8d2dc9d3bf67ab0549054e15ea01b6f548a145b3bd9dbca6313

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.416177Z digest=sha256:2c4e5a81a24a19ffcebe50769290dbb0a948b6c64b7696555e5511d671a26ab4

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.420135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.420135Z digest=sha256:6c7d9d79a7624cda6633c1dd517ce0138b323e88d97d514f75bcc3735e617c2f

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.423954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.423954Z digest=sha256:c8485a9c6744cec01b4a0e68b9f675d538ba28ce26d8f5bb1c073fe911cf5516

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.428046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.428046Z digest=sha256:4637a256d3dfb0d890747ab66ca47603306ce3517de725d831e99b75f35820d4

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.431940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.431940Z digest=sha256:610981bb88b298227e6e4d4ffe660bfff21886f76e4d6dd0a30a79032c946f70

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.435711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.435711Z digest=sha256:90e10525056f8d0b58a0a4f05953ea725e1dae301dd1a2bd0db9276ade63880a

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.439546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.439546Z digest=sha256:ad1b796ab1934f3188aff498472e12637402512d5804e2817fac95a5c204d7f1

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

This paper cites Muñoz-Tapia.

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

Reference 46

Resolution
verified exact
raw_fallback, observed 2026-08-11T17:58:43.680288Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-11T17:58:41.443148Z digest=sha256:eee2ec9a41c5caebbd3715fe90119f3878b18fd19fea4d7d3837c61cc40adc24

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.446974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.446974Z digest=sha256:29401ec62a4108aeff50334d428497e2bde005b189901f451acd96ff8b9da180

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.450482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.450482Z digest=sha256:4ecb16d3633b5c7d4bb8c02fdedd60e22b6ad2e0b8a5d7cdf986e86cbaeeded4

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.455105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.455105Z digest=sha256:bf4335a4e2df1260338e034e34ef4ee967be4803b7f219f659b404c3ea4544bb

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.459624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.459624Z digest=sha256:a9f56daf59dcf1edfd5fcd06d830f29bfd04d65826292aa097d21df4e53acd41

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.463841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.463841Z digest=sha256:2159a2312929b9ec9ae64a41677148aff742c11e3fc678a53eeceeec563ddfa4

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

This paper cites https://www.

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

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.467873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.467873Z digest=sha256:1a9d4a5163d6b46d52988c36089bd66c0e751ea3516e422601486bf2ade3d9f5

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.471851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.471851Z digest=sha256:a0b2b218efd7df59e4d4aba2a3e78c7620e87a926564f01c173cc9be1299b5c2

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.476323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.476323Z digest=sha256:f01c5227912027213648d14067fea2cb7fe0c4eb00cf1e6e4e1bf8db0ec2c8ec

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.480336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.480336Z digest=sha256:ff98151228ec9b2d56dbb490581b13b670b8641a2a3a55b686b6c0478f2446a8

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.483795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.483795Z digest=sha256:f40c6f423cbe5280f4dbed24b79ad2c953bc2547c3076ccd1d12bf523aa7e9a4

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.491922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.491922Z digest=sha256:3feeeeb61c0711d80a43f65c24ec96614da9e2068fdcf1f75146ac3b2661ff35

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.496100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.496100Z digest=sha256:b754a570fc904d244cb3b987cfb5bff4dee595d7220a1618426b078294c310d5

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.501028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.501028Z digest=sha256:dbb891c4abc87de86280a26f04951abca05950a1cb20c2a01a649efbcad7b444

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.505241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.505241Z digest=sha256:e40c12cd12660d978c1e62dc9782c8b857135385c0df441bd786bf364b11c870

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.560244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.560244Z digest=sha256:7c623dd1e6e18d1ca91bb8431a1fd255e9b921eab93f739619fec945e5a484b2

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.627023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.627023Z digest=sha256:3e9da4a05ef5f1ed9098487b85737e407a429d6af7604ef0dbf22aa7c5a87cf1

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.689871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.689871Z digest=sha256:d3375bfa003a2de4bc6b5ffcce48e41231e5e6c1ff0be12677877d4836f9a720

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.694955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.694955Z digest=sha256:a796caa7e57a71bcff1f778264ce9eb6c877e4aabdc7b9a2eb88ac78da83d44d

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.699279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.699279Z digest=sha256:cc82a9dc8cf7c01743a6b36bdfcc3c74b50b0cdb2422d620a01d9782413d56d9

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.704185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.704185Z digest=sha256:b691a5965b5e059162d33f376eae6e1f1fc8ca7c9e06bf434ad0809cbbbbb038

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.708960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.708960Z digest=sha256:c48be7c80e7c24d81d0804dc792b8cb83e961ac9602729fbbe03955e3613d9f3

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.715285Z digest=sha256:cb3ef30c1d98061aac7fb86ff88607a02b1c15a72aef2955d9ec5077547bd999

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.720635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.720635Z digest=sha256:3c0994fdb6726d1981ba5b734cefdf053587082281c1a41b178a478ccdc34531

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.725150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.725150Z digest=sha256:dc744cfe2c9475d079e42339c8a5d6d6b86efc8b3b7101a824a3504d055dbbe6

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.731045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.731045Z digest=sha256:8c96b1e33ae28097a43eeddf428a5abda41dc502d076a42cf1ed0e6b0185084e

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.735870Z digest=sha256:aa0641af588d88d53ff83e68370d6cabb99b3a395104d6183f57c13622e6af89

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.740424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.740424Z digest=sha256:ea25bf1607aaf076d67dc753e11cc6325e61b69d91910cc34a30ca59e6c8e5f0

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

Resolution
unresolved
no resolver link, observed 2026-08-11T17:58:41.745772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:58:41.745772Z digest=sha256:6d64d40452d1f171b70d17df926c6579118929bd01a527b98fb295197f2a4057

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.749713Z digest=sha256:ecc8a42609e8ea1dea5177391b24142d0e09240d053d85c87ba1c1e51363b781

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.753652Z digest=sha256:8dfab0f13598bf8242a0459efba8b025605ba935bb2151c1dacfe1d405049163

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.757630Z digest=sha256:30bf14c7a88f26221ea9b83d58f5005e17aa174eed4faf9a5e41ac46c14c0090

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.761461Z digest=sha256:965edd4746de34d9f1683bc54ba2b5f253172d460823f5d7e2c8754e4c07f220

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.765625Z digest=sha256:725422ee79522839ea37010a81e987dd6fd0ea1edc938b486fbda8a2ca6bc3c4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.769452Z digest=sha256:8af3ef4862292fc7da3465027fb8dd588d05e01e03e1bd6a839731fa640a1dbe

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.779483Z digest=sha256:94b450e738b238b49138bf348b3db223f16ec4bef50dd4c173264c71a1e8c2c7

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:fecbe291d8f54de0d205f8261753c579d0cf1f2cdefcef07bdf2a85bbeb94f33

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.838664Z digest=sha256:31c9e023de16a48aebb0ebcc92b928c1e1013e171e772cc05a739c19ae5a0339

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:41.945813Z digest=sha256:ba6683a608090ba08b360b6fbbe2bf6364d143b1124408f11ff5ac78a937adf4

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:eec5efebc95bd2da66d7fe75a807a1b37f61cd146760454aeafad3ef21d2d029

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=sha256:8c535dcb4baeed2918898a472d9b8c138f3180fe38155029d311fdd5e26d4706

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=sha256:011e2d20325484c1653db6a5922a483170c86608c6a1025a5d2a893058562a3f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.056721Z digest=sha256:0afe5fd1edcd74a96f6a4f1e10861acaf62cc90e205e6ed7fa760e0869ea2f93

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.059931Z digest=sha256:83814d3ece42b2a77ea32ce2435170f970aaaef7c35430c972cdbdd38dbc5949

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.063708Z digest=sha256:ce55e480f8f13c8a78ccaf2f3381dbab00fdd73975cd827ec8f789f05ab18f8c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.067608Z digest=sha256:69853be60cda43a0b959d0857c30d7cc50fae94200279e237bed04d29d6cf5fa

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.071084Z digest=sha256:8dd6441b7b2eb4ba72dbf6f65249180d6259e1c4f099205af19c69b040058a2b

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=sha256:47a5042d8c88975f5e36a2d847ea9fb14612c707b6b7cde4ed9d0bc694eac39f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.079551Z digest=sha256:69fbca6c64689ca4772022ebad52177f9f531f22d24ba276b0ce3005083e9fa6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.083360Z digest=sha256:e406cf3e597dfbd830a1f5235a174ca86262f81c4ae38fdb2f791b96dd0bc43d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.092903Z digest=sha256:1fc7d298dd18b092ecc2e62e175b600d4feb4d740403d7cff8ac9a916372b621

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.100133Z digest=sha256:94f376ae4586e29604eeff69bed2f2c7a3302a98747d35b2306d48b902b03bb4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.105618Z digest=sha256:9c38ea05e19d3f8928d3875692a71a55502d5e3508b07fde4b164070ac7a5e45

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.087923Z digest=sha256:b9fd692bff0bed0a66421b8c9effeb61fa2e94d17e5423e07360eed0cd74283c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T17:58:42.118193Z digest=sha256:409357a1abbce18abf0ce4141df22da6e55d20331356faacacedc523ade915f5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-17T03:31:52.577989Z digest=sha256:779ed39cbf0714abdeec6019ee00d571aac06b340789991c56b3092ac3a62e9f