Paper Citation Record · LEDGER

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2601.06903.

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

pith.paper-citation-record.v1
2601.06903 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:20:09.289097Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

40 of 40 outbound references displayed

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verified fuzzy0
unresolved40
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External citation measurements

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Outbound references

Observation 273bd6ba-fbc5-4c56-81ef-34bf15d6efcb · outbound

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

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:07.539236Z

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Observation 001b894c-f151-41d5-81e9-c9fe2bd2e8ed · outbound

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

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Federated learning with differential pri- vacy: Algorithms and performance analysis,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:07.677146Z

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Observation 6941e7e6-6307-499a-91a0-b63e11ad4394 · outbound

This paper cites Federated Learning with Non-IID Data.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Federated Learning with Non-IID Data

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:07.849873Z

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Observation 1363ac74-4975-4035-9044-04782a8869ed · outbound

This paper cites Byzantine-resilient secure federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Byzantine-resilient secure federated learning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:07.981158Z

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Observation 2d69f037-b011-405d-88c8-c32acd61150b · outbound

This paper cites A robust privacy-preserving federated learning model against model poisoning attacks,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning A robust privacy-preserving federated learning model against model poisoning attacks,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.169034Z

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Observation 1f852465-db68-4b84-bc8c-6375a2cd77e3 · outbound

This paper cites On the convergence of FedAvg on non-iid data,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning On the convergence of FedAvg on non-iid data,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.328712Z

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Observation 715fb446-3cbe-4aed-9d3f-1587925797a3 · outbound

This paper cites From local SGD to local fixed-point methods for federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning From local SGD to local fixed-point methods for federated learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.490936Z

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Observation b87e8642-1d97-4de0-a6dd-f5adf82d4f97 · outbound

This paper cites SAGA: A fast incremental gradient method with support for non-strongly convex composite objec- tives,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning SAGA: A fast incremental gradient method with support for non-strongly convex composite objec- tives,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.648288Z

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Observation a691068a-c15a-45b4-854b-8b5f11df914b · outbound

This paper cites Variance Reduced Local SGD with Lower Communication Complexity.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Variance Reduced Local SGD with Lower Communication Complexity

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.819411Z

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Observation c34971f0-133e-4b2e-97ec-2901b7fe465e · outbound

This paper cites FedDANE: A federated Newton-type method,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning FedDANE: A federated Newton-type method,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:08.978489Z

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Observation ebf645fe-0ef7-4255-a62d-8341bfa84041 · outbound

This paper cites FedSplit: An algorithmic framework for fast federated optimization,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning FedSplit: An algorithmic framework for fast federated optimization,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.142698Z

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Observation e46df079-713b-4695-8d4a-e9b94205c89a · outbound

This paper cites Linear convergence in federated learning: Tackling client heterogeneity and sparse gradients,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Linear convergence in federated learning: Tackling client heterogeneity and sparse gradients,

Reference 12

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Observation 4c35a77b-4b5c-4a47-9716-6052b7cb27f8 · outbound

This paper cites SCAFFOLD: Stochastic controlled averaging for federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning SCAFFOLD: Stochastic controlled averaging for federated learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.199124Z

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Observation ed2e49cf-8a24-4e42-a3d8-1acd5e8b5d74 · outbound

This paper cites Federated learning based on dynamic regularization,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Federated learning based on dynamic regularization,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.202567Z

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Observation 2975085c-548d-4197-afaf-9fd569ada01d · outbound

This paper cites Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.214747Z

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Observation c438cdaf-386e-4607-a3d0-872f17224732 · outbound

This paper cites Federated optimization in heterogeneous networks,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Federated optimization in heterogeneous networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.218679Z

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Observation c111de22-a83b-4a29-a254-bdd21b21300e · outbound

This paper cites FedDC: Federated learning with non-iid data via local drift decoupling and correction,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning FedDC: Federated learning with non-iid data via local drift decoupling and correction,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.221894Z

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Observation 46a07cac-83ec-4639-ab0d-85583588f3e5 · outbound

This paper cites Generalized federated learning via sharpness aware minimization,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Generalized federated learning via sharpness aware minimization,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.225017Z

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Observation dbc93d66-34f1-4e42-a087-abd947f95315 · outbound

This paper cites Enhancing sharpness-aware optimization through variance suppression,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Enhancing sharpness-aware optimization through variance suppression,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.228073Z

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Observation d8547b95-628b-4b9d-aa76-ac4ee67ff693 · outbound

This paper cites FedExP: Speeding up federated averaging via extrapolation,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning FedExP: Speeding up federated averaging via extrapolation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.230919Z

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Observation e2aac690-f162-40ae-8255-520611ba11b0 · outbound

This paper cites Communication-efficient federated learning with accelerated client gradient,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Communication-efficient federated learning with accelerated client gradient,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.234197Z

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Observation 7a852c63-94c1-4879-b19e-001c848c4603 · outbound

This paper cites LSFL: A lightweight and secure federated learning scheme for edge computing,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning LSFL: A lightweight and secure federated learning scheme for edge computing,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.237086Z

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Observation ff176f91-b72d-48db-ac7c-d1e704f68a1d · outbound

This paper cites Byzantine-robust aggregation in federated learning empowered industrial IoT,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Byzantine-robust aggregation in federated learning empowered industrial IoT,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.240115Z

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Observation 9da062ec-2e7d-49d4-b095-1664a82a50bf · outbound

This paper cites RSA: Byzantine- robust stochastic aggregation methods for distributed learning from heterogeneous datasets,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning RSA: Byzantine- robust stochastic aggregation methods for distributed learning from heterogeneous datasets,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.243224Z

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Observation 85e75ae3-7712-4bd8-8e59-42b62731978a · outbound

This paper cites Data quality detection mechanism against label flipping attacks in federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Data quality detection mechanism against label flipping attacks in federated learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.247145Z

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Observation 4ad4aea7-68b1-4a70-a2b2-52693a5706c2 · outbound

This paper cites Machine learning with adversaries: Byzantine tolerant gradient descent,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Machine learning with adversaries: Byzantine tolerant gradient descent,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.250472Z

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Observation 5d11ccd5-d353-431a-bc9a-49d43f6223eb · outbound

This paper cites Local model poisoning attacks to Byzantine-robust federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Local model poisoning attacks to Byzantine-robust federated learning,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.253472Z

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Observation 4539e943-e07b-4117-9a9a-53cc2b5e3127 · outbound

This paper cites Byzantine-robust dis- tributed learning: Towards optimal statistical rates,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Byzantine-robust dis- tributed learning: Towards optimal statistical rates,

Reference 28

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Observation 8ed62348-bcfd-4b5f-af93-543ae5deab28 · outbound

This paper cites FLTrust: Byzantine-robust federated learning via trust bootstrapping,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning FLTrust: Byzantine-robust federated learning via trust bootstrapping,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.259236Z

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Observation 0b21c4dc-2325-47ac-879a-ee3fc8d50c06 · outbound

This paper cites Robust aggregation for federated learning,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Robust aggregation for federated learning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.262095Z

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Observation 13709cc9-e78e-406d-9429-328a40c42660 · outbound

This paper cites Geometric median and robust estimation in banach spaces,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Geometric median and robust estimation in banach spaces,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.264746Z

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Observation c06462ef-b987-4c93-94fa-b8ba1887cc8e · outbound

This paper cites Federated variance- reduced stochastic gradient descent with robustness to Byzantine at- tacks,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Federated variance- reduced stochastic gradient descent with robustness to Byzantine at- tacks,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.267514Z

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Observation f8a5dd6f-2c90-4e77-9c3c-f8782c0c2853 · outbound

This paper cites Byzantine-robust distributed learning with com- pression,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Byzantine-robust distributed learning with com- pression,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.270246Z

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Observation 6f227f81-162f-42ef-b1e9-639979af8e0b · outbound

This paper cites Byzantine- resilient federated learning with adaptivity to data heterogeneity,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Byzantine- resilient federated learning with adaptivity to data heterogeneity,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.272873Z

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Observation e8c2e088-4269-44c7-b4fd-9a19ee02f8c1 · outbound

This paper cites Confident learning: Estimating uncertainty in dataset labels,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Confident learning: Estimating uncertainty in dataset labels,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.275782Z

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Observation f4ad8134-a61c-4809-87ee-f1727538b590 · outbound

This paper cites Olive: Oblivious federated learning on trusted execution environment against the risk of sparsification,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Olive: Oblivious federated learning on trusted execution environment against the risk of sparsification,

Reference 36

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Observation 16a2f2d8-e94e-453f-8be4-394f025ed128 · outbound

This paper cites EMNIST: Ex- tending MNIST to handwritten letters,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning EMNIST: Ex- tending MNIST to handwritten letters,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.281226Z

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Observation 0c0566d5-bf82-4386-b20c-84837af1745d · outbound

This paper cites Learning multiple layers of features from tiny images,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Learning multiple layers of features from tiny images,

Reference 38

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Observation 33b70fd4-beb0-4ca9-ac4e-e66dbeb7f5e5 · outbound

This paper cites Weiszfeld’s method: Old and new results,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Weiszfeld’s method: Old and new results,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.286469Z

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Observation 0047141c-1edf-46d1-8bd3-9b45ee701cc5 · outbound

This paper cites Adaptive federated optimization,.

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning Adaptive federated optimization,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T11:20:09.289097Z

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Pith citing papers

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