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Paper Citation Record · LEDGER

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning

As of 11 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2501.05053.

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

pith.paper-citation-record.v1
2501.05053 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:25:42.769708Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

50 of 50 outbound references displayed

  • verified exact0
  • verified fuzzy48
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3bac8a7b-6b05-4aea-ae4b-6a557d7c61c1 · outbound

This paper cites Federated learning: Strategies for improving com- munication efficiency,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Federated learning: Strategies for improving com- munication efficiency,

Reference 1

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raw_fallback, observed 2026-08-10T21:25:43.324115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.589992Z digest=sha256:4ddcafdd0e157f1044ca577c67a4b2ed73bca36302e2e15c6e99937d660a9cc9

Observation 963b0dcb-3b97-4d7b-bcda-c2163ebdfdb1 · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Communication-efficient learning of deep networks from decentralized data,

Reference 2

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no resolver link, observed 2026-08-10T21:25:42.594570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:25:42.594570Z digest=sha256:d5965d68fc1a12f4cca07677f61ec619e0db2349c77ed70e7e22fca92b85e770

Observation 84b1a46f-bdcd-4ac9-89d7-60d1725f4bd1 · outbound

This paper cites Member- ship inference attacks against machine learning models,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Member- ship inference attacks against machine learning models,

Reference 3

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raw_fallback, observed 2026-08-10T21:25:43.307554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.598740Z digest=sha256:78be172a8c072c240ea8c666cf9e4484d7674d4076ada59221048492a0dd2729

Observation ab14ab53-652b-431d-991c-caeb1db11c59 · outbound

This paper cites Comprehensive privacy analysis of deep learning: Stand-alone and federated learning under passive and active white-box inference attacks,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Comprehensive privacy analysis of deep learning: Stand-alone and federated learning under passive and active white-box inference attacks,

Reference 4

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raw_fallback, observed 2026-08-10T21:25:43.297779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.602815Z digest=sha256:fc9fad00fd204000be6884106c9a98f89eb676fd251914a89872aa6300a7845d

Observation 8a0dc9b3-cdf9-436d-af01-08a2e755c14e · outbound

This paper cites The secret sharer: Evaluating and testing unintended memorization in neural networks,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning The secret sharer: Evaluating and testing unintended memorization in neural networks,

Reference 5

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raw_fallback, observed 2026-08-10T21:25:43.287543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.607426Z digest=sha256:c014d23705273e2ef53c7f66a182e1dc94bb2cd73c936e2d4da909e220c45ab3

Observation b8fa0468-37f5-4be2-8841-463346d28252 · outbound

This paper cites Property inference attacks on fully connected neural networks using permutation invariant representations,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Property inference attacks on fully connected neural networks using permutation invariant representations,

Reference 6

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raw_fallback, observed 2026-08-10T21:25:43.275671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.611770Z digest=sha256:d3ee96f2347f22d96dbdfba50b3acfa0c1d1ff0a8a79f462bf89400462ce04b0

Observation 19c0dd1c-b802-4ed7-9a81-ddd3043685f5 · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Inverting gradients-how easy is it to break privacy in federated learning?

Reference 7

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raw_fallback, observed 2026-08-10T21:25:43.265107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.615968Z digest=sha256:5feada78cc9506e33f154f5099e3df9493b5b57d19d0ce286b005a3b58f17c49

Observation 82a1396a-c693-467b-8b87-6b3245d9f7c9 · outbound

This paper cites Deep leakage from gradients,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Deep leakage from gradients,

Reference 8

Resolution
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raw_fallback, observed 2026-08-10T21:25:43.254731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.619597Z digest=sha256:57a4c679326429ae2413fb8873d34b8d67c639bfe0bf7af73a21abf445fbde3b

Observation 7568e598-f307-4579-b650-341287811936 · outbound

This paper cites Cafe: Catastrophic data leakage in federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Cafe: Catastrophic data leakage in federated learning,

Reference 9

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raw_fallback, observed 2026-08-10T21:25:43.244380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.623240Z digest=sha256:a2b44ba73fea21ccaf14521bc85c1968b1a2c1987280277b49995385d60cab28

Observation 44f1a7ee-183d-4031-9552-9c2ca95fb99e · outbound

This paper cites Hy- bridalpha: An efficient approach for privacy-preserving federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Hy- bridalpha: An efficient approach for privacy-preserving federated learning,

Reference 10

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raw_fallback, observed 2026-08-10T21:25:43.233713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.626930Z digest=sha256:e1a5a763be0f836c959e9d112065408ec5f25434b32dde919d3d7476ad831370

Observation 5010b271-a5f1-4647-acf8-aced55d06533 · outbound

This paper cites A hybrid approach to privacy-preserving federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning A hybrid approach to privacy-preserving federated learning,

Reference 11

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raw_fallback, observed 2026-08-10T21:25:43.223155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.630797Z digest=sha256:64966e2852af0fb5cb73744479c7bc99b74359a2d3f4860e0d5e31aef694167f

Observation d869d31e-5f65-4d7d-a257-12fdcc3e84b5 · outbound

This paper cites Fedv: Privacy-preserving federated learning over vertically par- titioned data,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Fedv: Privacy-preserving federated learning over vertically par- titioned data,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.212797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.634419Z digest=sha256:d3c59d1f6b6a7822fdd6e91bc8a870e3d320e6bd9d4c070332702bc61a444ebf

Observation 7df55ad4-7c4f-4f13-ae39-57166c56bc27 · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Practical secure aggregation for privacy-preserving machine learning,

Reference 13

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raw_fallback, observed 2026-08-10T21:25:43.202899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.638299Z digest=sha256:896ba42095914fe3fa7f7b557d5e8def24c035acd636fb25cf1a4bf695954a2f

Observation 8963c5ff-160d-4a08-8267-541298fb37cd · outbound

This paper cites Fastsecagg: Scalable secure aggregation for privacy-preserving federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Fastsecagg: Scalable secure aggregation for privacy-preserving federated learning,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.192644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.641863Z digest=sha256:b5c91bae2048545566fb12f62bad917e89eba32b728366e9830ee33b786c1def

Observation 66724739-f3ce-4d3a-b773-f25f1a5a6b81 · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning,

Reference 15

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raw_fallback, observed 2026-08-10T21:25:43.182707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.644886Z digest=sha256:d9fb6266755ace58cbec782ccee03cd523c72a158fa28f873615dc5bdbdc995d

Observation dd953c61-75a9-47a6-9c5e-ba2784837ec9 · outbound

This paper cites Differentially private federated learn- ing: An information-theoretic perspective,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Differentially private federated learn- ing: An information-theoretic perspective,

Reference 16

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raw_fallback, observed 2026-08-10T21:25:43.172466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.647591Z digest=sha256:7f9c27631692b630638cc18373bc83a9bef5b6c116411364d04357955a71e35d

Observation 74f930fb-8802-4e88-a965-6b975bbf0517 · outbound

This paper cites Batchcrypt: Ef- ficient homomorphic encryption for cross-silo federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Batchcrypt: Ef- ficient homomorphic encryption for cross-silo federated learning,

Reference 17

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raw_fallback, observed 2026-08-10T21:25:43.162506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.650567Z digest=sha256:dc8d88ec77dd7f419acbda84d010150f7e768260f49bee6227f5da5ebc93d98d

Observation 75909a8d-caa7-425c-8907-0412a01eba0c · outbound

This paper cites Detrust-fl: Privacy-preserving federated learning in decentral- ized trust setting,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Detrust-fl: Privacy-preserving federated learning in decentral- ized trust setting,

Reference 18

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raw_fallback, observed 2026-08-10T21:25:43.153138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.653465Z digest=sha256:5db5237a87a28ee80250fb8e9a7a2836c71055674c4ada81c01a3dd3d1da1ee9

Observation 22ecdc98-56ab-497e-a113-814390b9798f · outbound

This paper cites Protecting against data leakage in fed- erated learning: What approach should you choose?.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Protecting against data leakage in fed- erated learning: What approach should you choose?

Reference 19

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raw_fallback, observed 2026-08-10T21:25:43.143904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.656946Z digest=sha256:06202283372cb23190c6936286b1849bdccf4821a9acb4e67086f61165d50cba

Observation ad8f12db-d41e-492a-870e-8774a710c129 · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Differentially Private Federated Learning: A Client Level Perspective

Reference 20

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no resolver link, observed 2026-08-10T21:25:42.661262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:25:42.661262Z digest=sha256:0936e4250a1196439ee0bee697517a1df387ace68bc2d0d09a67d6cd7b08be6c

Observation dfd3ea68-0a3e-402b-9fb7-e977e622ffbf · outbound

This paper cites Elsa: Secure aggregation for federated learning with malicious actors,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Elsa: Secure aggregation for federated learning with malicious actors,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.133406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.665764Z digest=sha256:aa36d9084c8f9aa2bc36f88122338a59e21a30e26adc1b5cd11b6a2c185c2a91

Observation 7b42b19b-36fc-47db-bf48-0c56ce68d2e1 · outbound

This paper cites Federated learning with homomorphic encryption,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Federated learning with homomorphic encryption,

Reference 22

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raw_fallback, observed 2026-08-10T21:25:43.123092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.669914Z digest=sha256:330998435409b83b883e5d77a3348e273a0c6f2278de6b8ae58a265e0fcef66d

Observation e6b8b741-af10-41fa-a846-7ec1090704ac · outbound

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

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Secure single-server aggregation with (poly) logarithmic over- head,

Reference 23

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raw_fallback, observed 2026-08-10T21:25:43.101723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.677176Z digest=sha256:a256677543dd0efb403db4cfe79dfd1931e99f32e691bf5615e97a8d8194f3f5

Observation 16cf845c-9d63-40d6-982b-411347dde7cf · outbound

This paper cites Eiffel: Ensuring integrity for federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Eiffel: Ensuring integrity for federated learning,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.091346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.680792Z digest=sha256:7b64d12c232622e8568ed60a8eadbd0ae21d4a7ff20e23cad42510dfc332fbea

Observation fdd3215a-20c5-4dc9-9a85-6b9dac4fb80d · outbound

This paper cites Flamingo: Multi-round single-server secure aggregation with applications to private federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Flamingo: Multi-round single-server secure aggregation with applications to private federated learning,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.080807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.685381Z digest=sha256:b88989ef446d577cd47b83665ad3d0d7df538fb8be127b8c42b512477e944409

Observation b2beaf83-dc02-427d-9c71-9c363ee82d38 · outbound

This paper cites {ACORN}: Input validation for secure aggregation,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning {ACORN}: Input validation for secure aggregation,

Reference 26

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raw_fallback, observed 2026-08-10T21:25:43.069234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.689156Z digest=sha256:b673fd73e8ee785178a02f8847d622757fd73fa335ab6183dea4dd5693b27e9d

Observation fce5e0db-a18b-4d4d-8670-8acb83b15fdd · outbound

This paper cites Rofl: Robustness of secure federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Rofl: Robustness of secure federated learning,

Reference 27

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raw_fallback, observed 2026-08-10T21:25:43.058294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.692786Z digest=sha256:b6120c69a846ec9f07af5e7c3acf8ac618baebddee9bf89bf68d97a2d8a449bd

Observation 7709476d-4809-4661-8d79-583cf27a0f5e · outbound

This paper cites Aggregation service for federated learning: An efficient, secure, and more resilient realization,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Aggregation service for federated learning: An efficient, secure, and more resilient realization,

Reference 28

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raw_fallback, observed 2026-08-10T21:25:43.048286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.696469Z digest=sha256:057b6d07c7247a4b96130e230df94a5807357f3589a5c90727eda8278bd251a8

Observation c72c597f-e597-4f03-b8fc-a253466a4f9e · outbound

This paper cites Efficient dropout-resilient aggregation for privacy-preserving machine learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Efficient dropout-resilient aggregation for privacy-preserving machine learning,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.038940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.699914Z digest=sha256:c86d314c4e84e7619346d69a5c34fbc89a484916871791dcf78d2612b0a58178

Observation ae082d25-7561-4ebd-a00d-60ceeceb7d77 · outbound

This paper cites Ef- ficient verifiable protocol for privacy-preserving aggregation in federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Ef- ficient verifiable protocol for privacy-preserving aggregation in federated learning,

Reference 30

Resolution
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raw_fallback, observed 2026-08-10T21:25:43.028298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.703349Z digest=sha256:357f7df324baf274ad3126bdc631a75d0d3f8f74b3f21620df99b154460827ed

Observation 8ecce1b2-efa3-4df8-a67e-2ff2858ee0b8 · outbound

This paper cites Separation of powers in federated learning (poster paper),.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Separation of powers in federated learning (poster paper),

Reference 31

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raw_fallback, observed 2026-08-10T21:25:43.016860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.707304Z digest=sha256:580979bfdb3e5e2b3c0ff312cc937b79e374f49ce36720dceeb572fe7822f3b1

Observation 216a5a63-a93e-4775-b27b-13a1fdcb8f0e · outbound

This paper cites Shufflefl: gradient-preserving federated learning using trusted execution environment,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Shufflefl: gradient-preserving federated learning using trusted execution environment,

Reference 32

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raw_fallback, observed 2026-08-10T21:25:43.005595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.711674Z digest=sha256:cf57a48e1281a678b3b6a52fbf327c7ba5a00ca0b3de4aa35cc6d229d67d5ca5

Observation f52b75d5-baaa-4413-a93c-14f8e1997c83 · outbound

This paper cites Secure collaborative learning in mining pool via robust and efficient verification,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Secure collaborative learning in mining pool via robust and efficient verification,

Reference 33

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raw_fallback, observed 2026-08-10T21:25:42.994058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.715481Z digest=sha256:a64c2dbb5d0ea09d8a637e0b0f9acf86324cbfdbfcd92e6990e5f1de62a6c310

Observation de23fb1d-9774-44bb-ba8e-62597aa4a501 · outbound

This paper cites A taxonomy of attacks on federated learning,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning A taxonomy of attacks on federated learning,

Reference 34

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raw_fallback, observed 2026-08-10T21:25:42.983083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.719109Z digest=sha256:f867bcb74041bad4db76eb058d80e38e7ee887a014a775a4ead86bdf05b722b9

Observation 54e5e1af-db71-49d7-aaf4-6d53231ab710 · outbound

This paper cites Secure two-party computation is practical,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Secure two-party computation is practical,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.971737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.722693Z digest=sha256:3a3f9b3ee91ab84deafd9d7e21ba7f48859d83a1f26e64ec5222f3cc121278ed

Observation e09afdb2-4104-4427-b4a8-e483bd9180d8 · outbound

This paper cites Fast and secure three- party computation: The garbled circuit approach,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Fast and secure three- party computation: The garbled circuit approach,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.960626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.726452Z digest=sha256:b5a9976d588d80e67f3a5f202ba60888a6974f3655b6e4a128c2e3989668cc17

Observation 01949571-7787-4897-84f2-42fcccb8a160 · outbound

This paper cites Global-scale secure multi- party computation,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Global-scale secure multi- party computation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.950132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.730157Z digest=sha256:5adb6fa011261cee4af3f8e2d091052e45415da46ddf66d1600610bde63f1471

Observation 76e1b290-f884-40d9-96fd-59149456b610 · outbound

This paper cites Untraceable electronic mail, return addresses, and digital pseudonyms,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Untraceable electronic mail, return addresses, and digital pseudonyms,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.939877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.733100Z digest=sha256:5a245450397a0b5f51f4bb4aea902088c868b8db879e0ed15db6beb9303aecbc

Observation a37090f5-4367-4e0b-af1e-988a54682b63 · outbound

This paper cites The dining cryptographers problem: Unconditional sender and recipient untraceability,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning The dining cryptographers problem: Unconditional sender and recipient untraceability,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.928740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.736106Z digest=sha256:b973458106ed8468a1277dbd88b81e42bb50d6f298064c95896fcfe43263ccd8

Observation 51ec129e-c4ce-45d1-a8a4-8d1ed33d1fd2 · outbound

This paper cites Partially encrypted deep learning using functional encryption,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Partially encrypted deep learning using functional encryption,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.916604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.739194Z digest=sha256:6c0cba1639979d72dfa804aa8c501c6852735e8d8835137cfa568f88c6c9f787

Observation ce77028e-8a97-4019-92af-28a58906ff4f · outbound

This paper cites Federated learning with differential pri- vacy: Algorithms and performance analysis,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Federated learning with differential pri- vacy: Algorithms and performance analysis,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.904633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.742076Z digest=sha256:14de1d882e3b6012178cc42a1b42aaad8f0c133e649c38f3c57e86ea3f65e165

Observation 21554d2f-b461-49c8-9494-477d66497632 · outbound

This paper cites Revisiting secure computation using functional encryption: Opportunities and research directions,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Revisiting secure computation using functional encryption: Opportunities and research directions,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.893277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.745292Z digest=sha256:e64b076cd060ab1e683645ff6d2c979d2ca7f084058f9212316e4b0f5456bd5e

Observation 3e7b4d25-79c8-46a7-9fbb-9dcc2db4c629 · outbound

This paper cites Multi- input functional encryption for inner products: function-hiding realizations and constructions without pairings,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Multi- input functional encryption for inner products: function-hiding realizations and constructions without pairings,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.882627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.748728Z digest=sha256:b5a81709c0dbb04e81f891c34dabbb0d660f07fb29bd2fc1b30be6986f8ad1ed

Observation 16e02d54-86fd-4084-a375-ca72716f86ba · outbound

This paper cites Decentralized multi-client functional encryption for inner prod- uct,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Decentralized multi-client functional encryption for inner prod- uct,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.871094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.752488Z digest=sha256:5db37353aafbc39085565a396464411671dafd6967fc10730e1950ae9282c733

Observation b60e0b3d-271a-4820-a568-ef6c5c9cb60d · outbound

This paper cites From single-input to multi-client inner-product functional encryption,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning From single-input to multi-client inner-product functional encryption,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.859155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.756006Z digest=sha256:f606c9f8b09592fbfb2def5bd4899b9f595f8395719b4ef3feebd3d8453aafd5

Observation 3bf94ce2-e732-47b0-9342-130932e6363a · outbound

This paper cites Cryptonn:training neural networks over encrypted data,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Cryptonn:training neural networks over encrypted data,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.848772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.759557Z digest=sha256:dba012406a193e770403d24f796d7cc05b0b1822d571698699797a01be05fccc

Observation 4dafbdd1-fb42-4e20-9bd6-9819a733925f · outbound

This paper cites Nn-emd: Efficiently training neural networks using en- crypted multi-sourced datasets,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Nn-emd: Efficiently training neural networks using en- crypted multi-sourced datasets,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.838620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.763057Z digest=sha256:fa9097b00c211441705784132e07d32d5cb8fd7cad5cadb7526f5acab6c5228e

Observation 3c47c738-e0c8-4527-885f-6d284674ca64 · outbound

This paper cites Functional encryption: Defini- tions and challenges,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Functional encryption: Defini- tions and challenges,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.827334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.766214Z digest=sha256:9d8b520b2ea3d77b92399285e661cf3cb75bd88d555438e038563eb46b4459bb

Observation a88d5bbb-5e7b-4266-8eeb-75be3ebb957b · outbound

This paper cites How to share a secret,.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning How to share a secret,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:42.814168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.769708Z digest=sha256:38825110a91f1c7a002a13be0e1d67b1380d58e86e41b3ecf3b8f1bd5e144b0f

Observation 89e646ba-25c1-412e-ab48-c8ca8068cea2 · outbound

This paper cites Available: https://developer.nvidia.com/blog/ federated-learning-with-homomorphic-encryption/.

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Available: https://developer.nvidia.com/blog/ federated-learning-with-homomorphic-encryption/

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:25:43.111989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:25:42.673590Z digest=sha256:53bb2bbcebe615f9218e33abc0ea104eca830302a98a17a858ba608bff0cf13c

Pith citing papers

No inbound Pith citation observations are available.