Pith. sign in

Paper Citation Record · LEDGER

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers

As of 13 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.23680.

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

pith.paper-citation-record.v1
2506.23680 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:51:20.351852Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

  • verified exact2
  • verified fuzzy32
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5727ea84-5af0-4c77-a4c0-3d71303d1326 · outbound

This paper cites Secure gradient aggregation for wireless multi-server federated learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Secure gradient aggregation for wireless multi-server federated learning,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:26.469946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:16.737792Z digest=sha256:6381345cc106c6e6b752aa9468f52800e93d68a14d09aa0446fd9e921219bdd8

Observation 62d5eec2-6073-40bb-b144-76fbce2d946a · outbound

This paper cites Toward an intelligent edge: Wireless communication meets machine learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Toward an intelligent edge: Wireless communication meets machine learning,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:26.348844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:16.794456Z digest=sha256:6733f8a3b4ce664abec7d50eaeb144afd050e0b4068dcba280a82251ce7546b6

Observation 0e8bb411-ce7d-4b7f-a230-5fc1df86ceb9 · outbound

This paper cites Communication- efficient edge ai: Algorithms and systems,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Communication- efficient edge ai: Algorithms and systems,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:16.866809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:16.866809Z digest=sha256:d6f340b5beffc4c876fea79e695ed944c31a92e257f38c15d46ea89fc6739abd

Observation 27780644-db28-4e73-a987-660dd3476c4f · outbound

This paper cites Task- oriented communications for 6g: Vision, principles, and technologies,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Task- oriented communications for 6g: Vision, principles, and technologies,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:26.248179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:16.952472Z digest=sha256:509d2e1f5ff91c46841d4a6b28e736efbd6af0cc7e816dd873440106a28959bd

Observation d8b346df-a5a4-4ec6-bcad-82c533792378 · outbound

This paper cites Edge artificial intelligence for 6g: Vision, enabling technologies, and applications,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Edge artificial intelligence for 6g: Vision, enabling technologies, and applications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:26.126599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.018976Z digest=sha256:bfe68ed616c1ec3f05a7ab42a738f7c49153c6d73ebeb883652ffa57d1abff82

Observation dfcf2588-757b-4660-b448-d767deb90f74 · outbound

This paper cites Private retrieval, computing, and learning: Recent progress and future challenges,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Private retrieval, computing, and learning: Recent progress and future challenges,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:26.010558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.096558Z digest=sha256:c70133e21ddfc3163b83da527161558a5668628aca5ce5071e25b475acaed3ea

Observation f2fed4ab-f413-48a5-94f8-2ef0f19e16e6 · outbound

This paper cites Trusted ai in multiagent systems: An overview of privacy and security for distributed learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Trusted ai in multiagent systems: An overview of privacy and security for distributed learning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.904080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.189934Z digest=sha256:8c3c6cd1e4ce080e4c79c7d668a59dad9761809d23dbe3bdf23ffe49020ed914

Observation c29789a6-4a2e-4783-bf14-323b0c3ce365 · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Communication-efficient learning of deep networks from decentralized data,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.247414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.247414Z digest=sha256:95bc4a61b6e6b0f9d841ec87407bad78715dbb529797afa8df108cb2130348a6

Observation e0bb98e3-fff9-428b-84c0-78fa6a490018 · outbound

This paper cites Advances and Open Problems in Federated Learning.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Advances and Open Problems in Federated Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.303874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.303874Z digest=sha256:74986844b6cb644426b32dcb282cf19694c3cb10c560bdd2a201e74beca47b2e

Observation 0433dee4-7258-40d1-9221-92a951bebfc8 · outbound

This paper cites Inverting gradients - how easy is it to break privacy in federated learning?.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Inverting gradients - how easy is it to break privacy in federated learning?

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.737737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.395982Z digest=sha256:b2c7ddf4377bbfd9923535ba4f40897b4f29e69b1d48644766472ad6b113ee7d

Observation d4bb5e4b-c4e4-4e36-a848-34cd9645aaad · outbound

This paper cites Beyond inferring class representatives: User-level privacy leakage from federated learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Beyond inferring class representatives: User-level privacy leakage from federated learning,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.625611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.458845Z digest=sha256:b8be6bc4f7fba348f2f38a22aff5f3a26b7a23ffeeb26b88b16cf5c30a94b555

Observation fb970d7d-72a2-4ead-8d43-2abfb97b8f76 · outbound

This paper cites Deep leakage from gradients,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Deep leakage from gradients,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.544564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.544564Z digest=sha256:8b7a0f78ab3c5cef9f4c9dae511a05751ba1007627bcaca7d8fc6c896b4454d9

Observation 8dda28a6-d7a4-4ee8-a5b1-0afb74a2d6e0 · outbound

This paper cites Differentially Private Federated Learning: A Client Level Perspective.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Differentially Private Federated Learning: A Client Level Perspective

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.627303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.627303Z digest=sha256:69b2c777d7048176e4d349c5cf396e2afe1a214cf3ca045b437a9f718ac5424b

Observation fd210036-8ff2-4e6a-a021-30d0d5490975 · outbound

This paper cites LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.695193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.695193Z digest=sha256:49f12ca5797c55f91e54035222f0b49b48dd2630511894a2e543d0027960b3fa

Observation a94cc773-3ff5-4ec7-aa23-cbe72bc461d5 · outbound

This paper cites The algorithmic foundations of differential privacy,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers The algorithmic foundations of differential privacy,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:17.744201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:17.744201Z digest=sha256:94a05dd1d70e49cd181c30dc62cc283195097c60fdf2af90b3d16bdb22983b5b

Observation 1aad47cb-9663-4e2a-9e49-42459d0a69bf · outbound

This paper cites Wireless federated learning with local differential privacy,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Wireless federated learning with local differential privacy,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.496490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.832567Z digest=sha256:62bddeaecc22ebd95ca9342925dd7f940ae167c074fe2cc0d70feaafb0efc1a1

Observation b2691d91-fe50-44ac-8b20-738c300b6d45 · outbound

This paper cites Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.391895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:17.919924Z digest=sha256:ed1818810037af36ceebaa5e31d9f81582c64da56fe69636e09f3c0c27ff9efd

Observation 2dbe0e63-faa4-4c5b-a5db-3ad1cca31711 · outbound

This paper cites Harnessing wireless channels for scalable and privacy-preserving federated learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Harnessing wireless channels for scalable and privacy-preserving federated learning,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.195655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.005525Z digest=sha256:e702c7ff469bb2cde24914baf320641b569c4fe5ea2059d5f34910db14c9c756

Observation 11558678-95ea-4b26-9e79-14f551c020e1 · outbound

This paper cites Differentially private federated learning via reconfigurable intelligent surface,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Differentially private federated learning via reconfigurable intelligent surface,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:25.039199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.092882Z digest=sha256:ebb2d01637081a297bcd0d0701fdaf1d6a88e5393b2cbc52f608f1a37c6de4d4

Observation ac96ff28-6999-461a-be7a-eb5444bca2e2 · outbound

This paper cites Practical Secure Aggregation for Federated Learning on User-Held Data.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Practical Secure Aggregation for Federated Learning on User-Held Data

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:18.172510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:18.172510Z digest=sha256:53bbdc7e9a314b322f20ead7ea57de645dff38467dbadb5684ac4e9ad4d6e0a3

Observation 343d517c-2bf9-41ac-b4da-6d8e937962ac · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Practical secure aggregation for privacy-preserving machine learning,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:18.258779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:18.258779Z digest=sha256:ba6c5383f5acbe14314b5639955c40731d0b1401dd3afe012143b4271b131954

Observation 9afea5ae-8078-48d7-b094-f5e2f0e7a609 · outbound

This paper cites Privacy-preserving deep learning via additively homomorphic encryption,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Privacy-preserving deep learning via additively homomorphic encryption,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:24.871722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.316750Z digest=sha256:0a0a87e6efec69e666ed260f72008a1d518daedf6b0e8dea3570a2487cbae45f

Observation 72603999-bc67-43e4-97e0-fc4c2fcac09b · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Secure single-server aggregation with (poly) logarithmic overhead,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:24.707663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.373137Z digest=sha256:02ae33ef85bba292d4bff84dcce60fa06dea8149e312858005f35d8a09ed5154

Observation 86ad3212-3b3c-4cdf-ac7d-2d667b3cdebb · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:18.457342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:18.457342Z digest=sha256:317f2e1aef06ca75ef905a30f12e35f6d4ec899ab68f24b542c46d22f26d5df1

Observation 62f54ca7-8cf9-43f3-af8a-ebe03e9aedb8 · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:24.498863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.539310Z digest=sha256:f6bf0548d00c7578cb9d75627a9a04b4cf3fd47cac19dc3cc662516280c5f6fb

Observation 92b11bce-31d1-47f9-8efd-c338d6dbf219 · outbound

This paper cites LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:51:20.900444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.606651Z digest=sha256:3a9b54d4ea14c4fa86bf76141be9350bc39b62e756904d4a3f72efe8f0ff98ad

Observation 0b62a9b9-949a-46b3-8a11-2126401869c9 · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Information theoretic secure aggregation with user dropouts,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:24.324003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.683705Z digest=sha256:6868c3e84ba1ded5fbd1aae37668d7f3989b7dde140664f68142f751e0369e1a

Observation 4e094505-b902-4535-8ed2-124e6560602a · outbound

This paper cites Distributed learning in wireless networks: Recent progress and future challenges,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Distributed learning in wireless networks: Recent progress and future challenges,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:18.798050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:18.798050Z digest=sha256:2f1fab01487b14655c76e731923a231888c1311baa9ff7b7ea3c5e2fd5e33524

Observation 5113a74b-d9d4-4bb8-bbc9-c55576f6dcd0 · outbound

This paper cites Federated learning over wireless fading channels,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Federated learning over wireless fading channels,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:18.888956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:18.888956Z digest=sha256:01cba4e56750fb50e2a2ac5afa1bc51f004e43ca3bbd728091492ef4d2e3be26

Observation 3b9b5957-2168-40ad-a35c-ec3fdbf59143 · outbound

This paper cites When wireless federated learning meets physical layer security: The fundamental limits,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers When wireless federated learning meets physical layer security: The fundamental limits,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:24.141391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:18.977320Z digest=sha256:eccb30c195bb89b83e1bea56995349a346eba1504c1bb751824350fec84f07fe

Observation 6a68c616-304a-4cf1-8ba4-f6bdabe26bb9 · outbound

This paper cites On safeguarding privacy and security in the framework of federated learning,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers On safeguarding privacy and security in the framework of federated learning,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:23.960549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.047708Z digest=sha256:106c36ce2d253cfa0a328d1d1c46728dd970bde945ea0fb86daa1e4f4e0b9390

Observation 1bff7a3b-b47b-4b80-9b2d-89e51401c7e1 · outbound

This paper cites Federated learning with differential privacy: Algorithms and performance analysis,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Federated learning with differential privacy: Algorithms and performance analysis,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T21:51:19.122909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:51:19.122909Z digest=sha256:9f5474e464314aa3facccd8939593d9ac7e2974687054c4521b16acd396e1eba

Observation 283b5e2d-0c23-4b2d-9881-2ca63f4a958c · outbound

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

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Securing secure aggregation: Mitigating multi-round privacy leakage in federated learn- ing,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:23.724355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.203397Z digest=sha256:7ac7161ffe98885a13676d1819355fc0d8961cbceb6c09eb8030e12263ee86ec

Observation 84c272f3-f9f3-4bc8-b715-6fc50662dd5c · outbound

This paper cites How much privacy does federated learning with secure aggregation guarantee?.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers How much privacy does federated learning with secure aggregation guarantee?

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:23.510961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.282888Z digest=sha256:241745a03641c96926db3952943b4178aefea22e881c2fce07219f95215676e7

Observation 6ddd5f12-4e70-42fd-b421-43ef5bac4a41 · outbound

This paper cites X-secure t-private federated submodel learning with elastic dropout resilience,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers X-secure t-private federated submodel learning with elastic dropout resilience,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:23.330367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.377914Z digest=sha256:a86a51143501f7e2e3d3158db59f7b537ebd744161b0c207004dcc7e0cfcc75c

Observation e79a18ea-5a44-43a2-9db4-93d9bcdaeb23 · outbound

This paper cites Privacy-preserving coded schemes for multi-server federated learning with straggling links,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Privacy-preserving coded schemes for multi-server federated learning with straggling links,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:23.147169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.451186Z digest=sha256:e24797192d38a4308c82863ed13b54f1ae409452481f59a078248dd09415df15

Observation c4f6bf67-cff7-42a4-88a6-b51f99994b8e · outbound

This paper cites Cache aided wireless networks: Tradeoffs between storage and latency,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Cache aided wireless networks: Tradeoffs between storage and latency,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.993940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.537945Z digest=sha256:c6c0acf9cf71177edd57390fbb1fdfe2297a3f298f4cf73c4d9b183fc0864179

Observation d218f0af-41ce-4909-b555-e07a88559bdb · outbound

This paper cites On secrecy metrics for physi- cal layer security over quasi-static fading channels,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers On secrecy metrics for physi- cal layer security over quasi-static fading channels,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.806468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.630155Z digest=sha256:a47d7cefc22a7019b47e0cd1b06374f09345396d1462f65e522bd3c547504d1b

Observation 6705e46f-f4b3-4916-b512-2ef8efaeb8b8 · outbound

This paper cites Secure degrees of freedom of wireless x networks using artificial noise alignment,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Secure degrees of freedom of wireless x networks using artificial noise alignment,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.633114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.723374Z digest=sha256:cf11aeec6e15e0eafc0630761d5a1d3715385f892614024035ddc90ba2ac957b

Observation dbadd50a-c9ff-44e9-92ea-824449c43ac5 · outbound

This paper cites Security of ramp schemes,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Security of ramp schemes,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.460696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.817412Z digest=sha256:f184a6b36c8c164bb07cdfb4549f05ce2a60ad4496b3682372c6ad3e5e2728b4

Observation a804ec1e-bdbe-4200-9664-f4b7c8887899 · outbound

This paper cites Communication complexity of secure com- putation,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Communication complexity of secure com- putation,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.251198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:19.934545Z digest=sha256:127b5727d4b3a4b0389b3243988112dcf80c1cfe48f9d07f9c5590e688c0236f

Observation 119d6702-bdfd-49d6-82af-d2b3209689d3 · outbound

This paper cites Lagrange coded computing: Optimal design for resiliency, security, and privacy,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Lagrange coded computing: Optimal design for resiliency, security, and privacy,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:22.064605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.000800Z digest=sha256:a0fe522bc2dc70cf481afbb04e07a37f3767f8b81e4534bde7c7e452facbd293

Observation e96dfbb5-be7f-4644-8c86-0a3f7dd8d1e1 · outbound

This paper cites Secure degrees of freedom of one-hop wireless networks,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Secure degrees of freedom of one-hop wireless networks,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:21.849250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.087234Z digest=sha256:1a07a2f137c3dbb879f82926a30fc5e022640ba8f4a1e3e7f27293e8472a5571

Observation dc89c04e-b212-4e8b-b1ac-281c882383fb · outbound

This paper cites Fast polynomial factorization and modular composition,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Fast polynomial factorization and modular composition,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:21.698595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.160720Z digest=sha256:4c4893cd9eda824d3bbde7fcbcea82c1227f3f9f68a4eaa5ff5008aeaa85212c

Observation 36156ed8-a617-4205-af56-b6392244e075 · outbound

This paper cites Aiming perfectly in the dark- blind interference alignment through staggered antenna switching,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Aiming perfectly in the dark- blind interference alignment through staggered antenna switching,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:21.454678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.214687Z digest=sha256:8b6a1c89fab98e65c29d909c9ceae830bd02685be6534e4aaa45e4080a245ecf

Observation 7cc5341e-8b48-4c4b-b3b4-b20ee09d95bb · outbound

This paper cites Coded computing for half-duplex wireless distributed computing systems via interference alignment,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Coded computing for half-duplex wireless distributed computing systems via interference alignment,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:51:21.247223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.278421Z digest=sha256:2c36d190795c28fb62270d33e2d0c5a6a4f4165f162fafdb881bb79eb88befa6

Observation 53b7a129-175a-4dba-b03c-886bff1ee2e5 · outbound

This paper cites Blind interference alignment for mapreduce: Ex- ploiting side-information with reconfigurable antennas,.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers Blind interference alignment for mapreduce: Ex- ploiting side-information with reconfigurable antennas,

Reference 47

Resolution
verified exact
raw_fallback, observed 2026-08-06T21:51:20.663339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T21:51:20.351852Z digest=sha256:be91d51c32107f502a7b45ef977aade39d0d9ed220dccde9200f01cbcdb517f7

Pith citing papers

No inbound Pith citation observations are available.