Paper Citation Record · LEDGER

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links

As of 17 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 3 inbound Pith citation observations for arXiv:2412.11496.

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

pith.paper-citation-record.v1
2412.11496 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:05:02.774207Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:22:07.383297Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:06:25.807054Z

Reference resolution

33 of 33 outbound references displayed

verified exact2
verified fuzzy21
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9e181f5-04e0-4b2c-a192-b400184a0675 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.132922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 398ddde3-0a20-442f-b864-f60fab2a15c4 · outbound

This paper cites Federated learning: Challenges, methods, and future directions,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Federated learning: Challenges, methods, and future directions,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.690555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f1d244-07b2-4dff-931f-b10350e18738 · outbound

This paper cites Deep leakage from gradients,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Deep leakage from gradients,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.120088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 156f4f67-79a7-425e-be8a-821b3d9659c6 · outbound

This paper cites Practical secure aggregation for privacy-preserving machine learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Practical secure aggregation for privacy-preserving machine learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.112372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a7b4f8a6-0b1a-496d-b38a-8951ac66c324 · outbound

This paper cites Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.699101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899b82ea-28d9-4f6e-85d0-21814cab39ef · outbound

This paper cites Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.701996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18b21ff-362f-46fd-b725-a5597aa59e5c · outbound

This paper cites Information theoretic secure aggregation with user dropouts,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Information theoretic secure aggregation with user dropouts,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.704719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49c6d59-8031-4958-b745-f0c835745621 · outbound

This paper cites Swiftagg: Communication-efficient and dropout-resistant secure aggregation for federated learning with worst-case security guarantees,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Swiftagg: Communication-efficient and dropout-resistant secure aggregation for federated learning with worst-case security guarantees,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.091622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2f7f94fd-311b-4c32-96a5-57167db91492 · outbound

This paper cites Swiftagg+: Achieving asymptotically optimal communication loads in secure aggregation for federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Swiftagg+: Achieving asymptotically optimal communication loads in secure aggregation for federated learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.083466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ffd80d99-1d11-4214-97a4-f38ca86c13e8 · outbound

This paper cites Secure summation: Capacity region, groupwise key, and feasibility,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Secure summation: Capacity region, groupwise key, and feasibility,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.075546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 679541e9-9f8d-421f-8342-b8bae8e8c3c5 · outbound

This paper cites On the information theoretic secure aggregation with uncoded groupwise keys,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links On the information theoretic secure aggregation with uncoded groupwise keys,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.066917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 822a4960-cb4f-442e-b211-2c6b6f4101f2 · outbound

This paper cites The capacity region of information theoretic secure aggregation with uncoded groupwise keys,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links The capacity region of information theoretic secure aggregation with uncoded groupwise keys,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.058839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ef653c67-c2c8-4731-9739-d3bf02551959 · outbound

This paper cites Securing secure aggregation: Mitigating multi-round privacy leakage in federated learn- ing,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Securing secure aggregation: Mitigating multi-round privacy leakage in federated learn- ing,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.720241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b08e45-f321-4419-b710-cb65a7bdf853 · outbound

This paper cites Secure Aggregation for Buffered Asynchronous Federated Learning.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Secure Aggregation for Buffered Asynchronous Federated Learning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:05:02.942787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79904ee9-3ed4-4e76-a035-e0f24bd7a17d · outbound

This paper cites Federated learning with buffered asynchronous aggregation,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Federated learning with buffered asynchronous aggregation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.046736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e47dc6fe-69f7-495c-92db-e626afd40cf0 · outbound

This paper cites FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.728198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ecf2a00-0f8c-45ef-9145-739b1fc12b3c · outbound

This paper cites Communication-Computation Efficient Secure Aggregation for Federated Learning.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Communication-Computation Efficient Secure Aggregation for Federated Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.730922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b61cf56-d403-4de0-992e-10fd8c3a296e · outbound

This paper cites Heterosag: Secure aggregation with heterogeneous quantization in federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Heterosag: Secure aggregation with heterogeneous quantization in federated learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.039301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0776c98f-280c-4548-bd10-6da05b3056f8 · outbound

This paper cites Secure single-server aggregation with (poly)logarithmic overhead,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Secure single-server aggregation with (poly)logarithmic overhead,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.736410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68591d1d-fc56-46e6-ba08-369697955660 · outbound

This paper cites Secure gradient aggregation with sparsifi- cation for resource-limited federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Secure gradient aggregation with sparsifi- cation for resource-limited federated learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.031274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 16b19e8c-daa8-4b07-883a-f84a44370a0f · outbound

This paper cites Client-edge-cloud hierarchical federated learning,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Client-edge-cloud hierarchical federated learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.023408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 693ac88b-5363-4cde-8a12-c7d6da2094a7 · outbound

This paper cites Communication-efficient federated learning with adaptive aggregation for heterogeneous client-edge-cloud network,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Communication-efficient federated learning with adaptive aggregation for heterogeneous client-edge-cloud network,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.016022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5eff6224-3bff-4914-824e-b02e3b4730b7 · outbound

This paper cites Demystifying why local aggregation helps: Convergence analysis of hierarchical sgd,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Demystifying why local aggregation helps: Convergence analysis of hierarchical sgd,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:03.007623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42a82425-0498-4891-9613-05aad2907b83 · outbound

This paper cites Federated learning over multi- hop wireless networks with in-network aggregation,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Federated learning over multi- hop wireless networks with in-network aggregation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.999875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46b3ff5d-3aa9-4651-82de-2dbff5a59ec7 · outbound

This paper cites Design and optimization of hierarchical gradient coding for distributed learning at edge devices,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Design and optimization of hierarchical gradient coding for distributed learning at edge devices,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.991989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ceb1c17b-0fcb-463f-897e-92a57798b5d3 · outbound

This paper cites Hier- archical coded gradient aggregation for learning at the edge,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Hier- archical coded gradient aggregation for learning at the edge,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.983874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 14c0e768-f5c3-4500-bdc2-864bcc080675 · outbound

This paper cites Two-layer coded gradient aggregation with straggling communication links,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Two-layer coded gradient aggregation with straggling communication links,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.975691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b7b995a6-db4d-4761-8b6a-1c8daea0e893 · outbound

This paper cites Coded gradient aggregation: A tradeoff between communication costs at edge nodes and at helper nodes,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Coded gradient aggregation: A tradeoff between communication costs at edge nodes and at helper nodes,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.967944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e525d3ec-ad2c-4eaf-a320-83865cccfed8 · outbound

This paper cites Hierarchical coded gradient aggregation based on layered mds codes,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Hierarchical coded gradient aggregation based on layered mds codes,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.959658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e35af7d7-e98f-40c0-8893-ad99bf8dccb3 · outbound

This paper cites Private aggregation in wireless federated learning with heterogeneous clusters,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Private aggregation in wireless federated learning with heterogeneous clusters,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:05:02.951333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2cc6789a-7dd4-4931-9126-239e76d4e9d6 · outbound

This paper cites Private Aggregation in Hierarchical Wireless Federated Learning with Partial and Full Collusion.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Private Aggregation in Hierarchical Wireless Federated Learning with Partial and Full Collusion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.767689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fd3db42-3f0b-49f3-bb19-1efe3e8116d1 · outbound

This paper cites Optimal communication and key rate region for hierarchical secure aggregation with user collusion,.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links Optimal communication and key rate region for hierarchical secure aggregation with user collusion,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:05:02.771549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfcaa615-553d-4124-ae4c-b36257ee93c4 · outbound

This paper cites SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:05:02.800184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation b36c80b2-22d3-43a9-89f8-d60bfd01b3ee · inbound

On the Capacity of Hierarchical Secure Aggregation with Groupwise Keys cites this paper.

On the Capacity of Hierarchical Secure Aggregation with Groupwise Keys Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:06:25.810347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 22e0e139-e4d4-40fc-b534-9030769a1c7b · inbound

Optimal Communication Rate of Secure Aggregation over Ring Networks with Pairwise Keys cites this paper.

Optimal Communication Rate of Secure Aggregation over Ring Networks with Pairwise Keys Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:26:08.749614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9fb87aa4-eb5e-4c97-a751-73ecfa9fa5a0 · inbound

Linear network codes for vector-linear network function computation over three-layer networks cites this paper.

Linear network codes for vector-linear network function computation over three-layer networks Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T15:22:07.383297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.