Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T03:57:33.505451Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.08651.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T03:57:33.505451Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation df955ce0-0e47-4df8-9a70-e09dfdc467d3 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Communication-efficient learning of deep networks from decentralized data,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fdc156a4-3852-4f74-96e6-d921361ef44e · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Advances and open problems in federated learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0713faf8-1e87-4cd5-9c8e-5294b2f36f20 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting ZK-HybridFL: Zero-knowledge proof-enhanced hybrid ledger for federated learning,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b88bd67-1aa8-4504-b12f-3a20083ba0eb · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Practical secure aggregation for privacy-preserving machine learning
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 68aff041-112f-46f1-aeb6-5dd263f3b4c7 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Deep leakage from gradients,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a0dd7b5f-8e68-4d75-9997-3b06675c2839 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Randomized gossip algorithms,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c6cf21b-740f-48d8-8140-3e7cd07a238a · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a1743d17-5afc-4cec-8667-e5936f6f16f6 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Asyn- chronous decentralized parallel stochastic gradient descent,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d801b030-a4e4-44a5-ab54-22cee677d26d · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Stochastic gradient push for distributed deep learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8dc2cb1e-487b-49f9-ad63-2409ad223dd0 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Decentralized stochastic optimization and gossip algorithms with compressed commu- nication,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d14c897c-511e-4314-9053-a0d1766ad4d3 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting GossipFL: A decentralized federated learning framework with sparsified and adaptive com- munication,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8902c2ab-3f66-4618-a623-914701070e9c · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting FedDual: Pair-wise gossip helps federated learning in large decentralized networks,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a423d26-00b1-49b0-a122-3d3513af0ed4 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting IEEE Transactions on Affective Computing16(3), 1787–1801 (2025).https://doi.org/ 10.1109/TAFFC.2025.3539003
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4df3a0ef-4015-4364-a00f-35fac06f889b · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting SPID-Chain: Verifiable Polar-Coded State Validation for Cross-Chain DAG Settlement
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70ce2268-6423-4524-86f5-c4ea3714b0bf · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Machine learning with adversaries: Byzantine tolerant gradient descent,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 07429584-16b5-4528-bd77-e3a4f46f16b0 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Byzantine- robust distributed learning: Towards optimal statistical rates,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 39e652a0-b28f-428b-ae41-0047d91f01aa · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting IEEE Transactions on Signal Processing70, 1142–1154 (2022) https: //doi.org/10.1109/TSP.2022.3153135
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 98d61112-0d7c-4858-8ca9-ce2750edc24a · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Mitigating Sybils in Federated Learning Poisoning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e896da69-d18b-480d-bbc9-6f713547887d · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting How to backdoor federated learning,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 20f6210c-485a-436f-b077-786681396142 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Attack of the tails: Yes, you really can backdoor federated learning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e9a5e58e-17fc-4273-b486-871e5e207020 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Chechik and T
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f78d07d5-8451-4b15-85fe-87d081c1fa40 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting STRIP: A defence against Trojan attacks on deep neural networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4dda65ba-e840-4eb1-b7ef-6387c66c2e4f · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Spectral signatures in backdoor attacks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4f5ee192-c97e-4adc-b868-f0d9783d79c8 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 833aeacc-3d96-4a06-baa7-36e9807d52a7 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting HybridChain: Fast, accurate, and secure transaction processing with distributed learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 97934a12-741d-4fc1-be48-1a102b11e8d5 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Blockchained on- device federated learning,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 543a0b9d-c612-409c-ae14-b74b6e9dec06 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Nature598(7879), 137–143 (2021)
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 675424fe-5b35-4438-81eb-e13a4aa94d3f · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Decentralized privacy using blockchain- enabled federated learning in fog computing,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e4a1cff4-d0be-4a02-b8e9-2f31b050b1ac · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Abbasian, F
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8f87c60-9d88-44eb-bd59-016ce67d60c2 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Blockchain- empowered federated learning: Benefits, challenges, and solu- tions,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 67c5d3a2-e6a2-419a-af39-ccc3beb05fee · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting VFChain: Enabling verifiable and auditable federated learning via blockchain systems,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b277e45a-8f61-4511-8828-44470d9b99a2 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Auditable and verifiable federated learning based on blockchain-enabled decentralization,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9489b784-f87f-4506-b799-66fb54c75c19 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Secure and efficient federated learning through layer- ing and sharding blockchain,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fabfe0bb-c482-4879-85e2-7444439d97b7 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Toward on-device federated learning: A direct acyclic graph-based blockchain approach,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2598f502-f508-44dc-93d9-d735ddfb09fe · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting DAG-EnseFL: DAG-based asynchronous federated learning with ensemble distillation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1703be47-82c1-4115-8555-dd61cc698f19 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting A DAG-blockchain-assisted federated learning framework in wireless networks: Learning performance and throughput optimization schemes,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08f262bf-9456-4ed4-add4-13b1ca94d630 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting IronForge: An open, secure, fair, decen- tralized federated learning,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c70ea21d-e4f8-469f-9582-68c590dbbbda · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting The Swirlds Hashgraph consensus algorithm: Fair, fast, Byzantine fault tolerance,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b5be6db-1c1c-405d-b4c4-30d0294f4d29 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Practical Byzantine fault tolerance,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2332f420-d24d-4322-96e0-6ad7b4b8eda9 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting FLTrust: Byzantine-robust federated learning via trust bootstrapping,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 97a14d8f-db2f-4d28-80e9-ca910b48704c · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Zeno++: Robust fully asynchronous SGD,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db56b19f-cd15-4def-831c-f433793cf871 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Iglewicz and D
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f5caac95-5c81-4713-ae5f-55187836b760 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median , journal =
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 799934a4-2fd5-426a-898c-4125956ce299 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting and Liusvaara, I
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e8defe3d-a163-4134-b184-014a764f763c · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting High-speed high-security signatures,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 20babb68-bdd6-4631-af6a-ac1a73e846e0 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting dagsim: Hashgraph simulator,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 82e65d29-e4fb-4765-a304-1655624d44f1 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting JGraphT— A Java library for graph data structures and algorithms,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0cb1b9c1-b2db-4643-b3f8-663016ffaf10 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Bouncy Castle Crypto APIs,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e134a13-0a66-441e-a8e4-84e23320fd82 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting PyTorch: An imperative style, high- performance deep learning library,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 774ab042-4426-4a70-a4cf-61ada326d109 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Gupta, Neereja Sundaresan, Thomas Alexander, Christopher J
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7933992c-b674-4f57-9534-66dc0a57b524 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting gRPC-Kotlin,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 191a7ec6-bf51-44f0-b1b5-3cd16810b475 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting grpcio: gRPC for Python,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dde499a2-06e0-4a75-b0f2-69038a3314c4 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Protocol Buffers documentation,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f1f86a65-88a6-4ca6-9c6b-1cff05e222ce · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting D., 2007, @doi [Computing in Science and Engineering] 10.1109/MCSE.2007.55 , 9, 90
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T07:38:24.264546+00:00.
Observation ec2f2ecc-c7a1-4e19-aa03-62ac283deb94 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting stochastic_gradient_push: PyTorch im- plementation of Stochastic Gradient Push,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8946b588-7d60-4009-a9b4-6f5c7f479ea6 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting BLADE-FL: Blockchain Assisted Decentralized Federated Learning,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 856124cd-0883-4378-ae89-2c51383b22b5 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Ganache,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5fb9dcae-5a0e-4bad-b1b3-896745a706bf · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting ChainsFL: A blockchain-based federated learning implementation,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 067d03ec-fb55-4063-96cd-b06760bd35b8 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting The MNIST database of handwritten digits,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9255a284-37a3-4ffc-a06b-2178e8f4b408 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting IEEE Conference on Computer Vision and Pattern Recognition , pages=
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 34ce500d-1942-4ecd-a794-07303fd47e43 · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Building a large annotated corpus of English: The Penn Treebank,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2d3deb29-7a4c-42cb-ab12-c35be204180e · outbound
Secure Decentralized Federated Learning via Gossip and Virtual Voting Exploring network structure, dynamics, and function using NetworkX,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.