Paper Citation Record · LEDGER

Lightweight Federated Learning with Differential Privacy and Straggler Resilience

As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2412.06120.

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

pith.paper-citation-record.v1
2412.06120 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:04:51.673819Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy24
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c30ea56c-d520-4736-9b21-946612ad662c · outbound

This paper cites iDLG: Improved Deep Leakage from Gradients.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience iDLG: Improved Deep Leakage from Gradients

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T20:04:51.556545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb6ee48-d1be-4518-8870-a8ee051b23af · outbound

This paper cites Protect privacy from gradient leakage attack in federated learning,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Protect privacy from gradient leakage attack in federated learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.134814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50122b5d-2b1f-4876-b574-108398505e8d · outbound

This paper cites The algorithmic foundations of differential pri- vacy,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience The algorithmic foundations of differential pri- vacy,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.116003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ba18327-f6a7-4190-9e96-8383e920a9a0 · outbound

This paper cites Deep learning with differential privacy,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Deep learning with differential privacy,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.099158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22354d70-96f9-4ccf-a9e9-87e7f4017e05 · outbound

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

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Federated learning with differential privacy: Algorithms and performance analysis,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.082870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d267bca-0665-43a3-97da-dac5b6fb931f · outbound

This paper cites PrivateFL: Accurate, differentially private federated learning via personalized data transfor- mation,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience PrivateFL: Accurate, differentially private federated learning via personalized data transfor- mation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.065265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 30370bc4-7af3-46cb-a048-2d6e911e1c01 · outbound

This paper cites More than enough is too much: Adaptive defenses against gradient leakage in production federated learning,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience More than enough is too much: Adaptive defenses against gradient leakage in production federated learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.049601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c176b135-f295-441b-8da8-d7413aa59cd0 · outbound

This paper cites SwiftAgg+: Achieving asymptotically optimal communication loads in secure ag- gregation for federated learning,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience SwiftAgg+: Achieving asymptotically optimal communication loads in secure ag- gregation for federated learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.033433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6620c238-5d54-48d9-940a-325ba4461b3f · outbound

This paper cites SM- PAI: Secure multi-party computation for federated learning,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience SM- PAI: Secure multi-party computation for federated learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:52.017249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36711a45-81a7-4786-be99-e79101917efa · outbound

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

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Practical secure aggregation for privacy-preserving machine learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.999918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 56cebbc2-40ab-4563-b0ff-e0e54f904abb · outbound

This paper cites Efficient public-key cryptosystems prov- ably secure against active adversaries,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Efficient public-key cryptosystems prov- ably secure against active adversaries,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.980138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ceb7e25-0236-489a-8810-4274cd26e135 · outbound

This paper cites A generalisation, a simplification and some applications of paillier’s probabilistic public-key system,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience A generalisation, a simplification and some applications of paillier’s probabilistic public-key system,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.962308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8cfada13-3a1f-4d15-a04d-19dc4dbc3f97 · outbound

This paper cites Dordis: Efficient federated learning with dropout-resilient differential privacy,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Dordis: Efficient federated learning with dropout-resilient differential privacy,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.942996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 17b940db-85e6-4da2-8db5-ab1211f34b43 · outbound

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

Lightweight Federated Learning with Differential Privacy and Straggler Resilience A hybrid approach to privacy-preserving federated learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.925278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2507f38d-536b-4a13-99d8-1eb8f8ff1a63 · outbound

This paper cites Efficient distributed keys generation of threshold paillier cryptosystem,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Efficient distributed keys generation of threshold paillier cryptosystem,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.905138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00c36ed6-9a74-408b-a4dd-509f07f2974e · outbound

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

Lightweight Federated Learning with Differential Privacy and Straggler Resilience LightSecAgg: a lightweight and versatile design for secure aggregation in federated learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.883462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35ba7ed2-7fd3-4aaf-bc89-133a32d95800 · outbound

This paper cites The distributed discrete gaussian mechanism for federated learning with secure aggregation,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience The distributed discrete gaussian mechanism for federated learning with secure aggregation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.866269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 996ec448-b945-430c-a5bd-9e799a8db703 · outbound

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

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Communication-efficient learning of deep networks from decentralized data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.849637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec9815de-0557-4d64-a890-07a0237b179d · outbound

This paper cites Federated optimization in heterogeneous networks,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Federated optimization in heterogeneous networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.834032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d10caf2-e2db-4d58-90ab-f34d7d3b8336 · outbound

This paper cites Scaffold: Stochastic controlled averaging for federated learn- ing,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Scaffold: Stochastic controlled averaging for federated learn- ing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.814846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5dc42125-8135-410a-be43-1d9d603f77d2 · outbound

This paper cites Research on diffie-hellman key exchange protocol,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Research on diffie-hellman key exchange protocol,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.796400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac8890a0-45e8-44f5-af4c-ab4368582d09 · outbound

This paper cites Adaptive transmission scheduling in wire- less networks for asynchronous federated learning,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Adaptive transmission scheduling in wire- less networks for asynchronous federated learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.779390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbb06460-b99e-4e98-b78f-5f4f1984cb19 · outbound

This paper cites Fast federated learning in the presence of arbitrary device unavailability,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Fast federated learning in the presence of arbitrary device unavailability,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.762697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76a28ca3-5446-4a24-bcb4-d4f88d771f9e · outbound

This paper cites The cifar-10 dataset.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience The cifar-10 dataset

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.745998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0cecb0d-412a-4415-875e-a73927bd348a · outbound

This paper cites Deep residual learning for image recognition,.

Lightweight Federated Learning with Differential Privacy and Straggler Resilience Deep residual learning for image recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:04:51.729018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.