Paper Citation Record · LEDGER

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2501.01063.

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

pith.paper-citation-record.v1
2501.01063 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:38:26.141895Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:43:32.046353Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact3
verified fuzzy16
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 878d2a03-18e5-4898-8421-5a6f65c4aa5e · outbound

This paper cites Solving the security problem of intelligent transportation system with deep learning,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Solving the security problem of intelligent transportation system with deep learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.337640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation caea35a0-32d5-4e91-b3aa-0a1e66c65623 · outbound

This paper cites An efficient and prov- ably secure ECC-based conditional privacy-preserving authentication for vehicle-to-vehicle communication in V ANETs,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs An efficient and prov- ably secure ECC-based conditional privacy-preserving authentication for vehicle-to-vehicle communication in V ANETs,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.152739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 912e3128-6f20-4b10-b5bb-7b1258fb8c5a · outbound

This paper cites Embedding blockchain technology into IoT for security: A survey,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Embedding blockchain technology into IoT for security: A survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.139583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 595f248a-9f9e-4a63-89c3-4402f85126ed · outbound

This paper cites Towards a terminology for a fully contextualized XAI,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Towards a terminology for a fully contextualized XAI,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.126923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e8396431-ebb1-4581-844a-4adc368b11d3 · outbound

This paper cites Privacy-aware federated learning for page recommendation,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Privacy-aware federated learning for page recommendation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.116074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3a13b2b-3f42-4c88-b85c-f881518c4f41 · outbound

This paper cites Spectral random masking: A novel dynamic masking technique for PIV in multiphase flows,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Spectral random masking: A novel dynamic masking technique for PIV in multiphase flows,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:27.007933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d604bf8d-fa27-486d-92fa-fd3bca6c0e77 · outbound

This paper cites Secure multi-party computation,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Secure multi-party computation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.808459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b68f7985-2286-4517-b221-d2dbd022419a · outbound

This paper cites Blockchain for IoV in 6G environment: Review solutions and challenges,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Blockchain for IoV in 6G environment: Review solutions and challenges,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.745150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9091220-d698-4516-a9e2-c35e47865c91 · outbound

This paper cites Explainable AI (XAI): Core ideas, techniques, and solutions,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Explainable AI (XAI): Core ideas, techniques, and solutions,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.733042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd617207-4afc-4e87-9707-8db5247562b8 · outbound

This paper cites Internet of Vehicles (IoV): A Survey of Challenges and Solutions,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Internet of Vehicles (IoV): A Survey of Challenges and Solutions,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.719568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8504e83a-3117-4ca9-a145-cf0726a9ac3c · outbound

This paper cites A survey on internet of vehicles: applications, technologies, challenges and opportunities,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs A survey on internet of vehicles: applications, technologies, challenges and opportunities,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.706833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad3daa4b-3835-4323-87c0-c616d5b84ea3 · outbound

This paper cites The Dark Side of The Internet of Vehicles: A Survey of the State of IoV and its Security Vulnerabilities.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs The Dark Side of The Internet of Vehicles: A Survey of the State of IoV and its Security Vulnerabilities

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:38:26.212302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c55c1f61-76af-4a74-ba5e-cba05b6c1408 · outbound

This paper cites Explainable federated learning scheme for secure healthcare data sharing,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Explainable federated learning scheme for secure healthcare data sharing,

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T22:38:26.694129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aef11576-7ba2-4b3f-a6c2-339073570861 · outbound

This paper cites Federated learning with privacy- preserving and model IP-right-protection,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Federated learning with privacy- preserving and model IP-right-protection,

Reference 14

Resolution: verified exact; doi, observed 2026-08-10T22:38:26.175109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30336d52-9757-4164-ad70-1a1391705109 · outbound

This paper cites SHERPA: Ex- plainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs SHERPA: Ex- plainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.600567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d40fc9fe-4b94-494b-9051-a1a3a6971cbe · outbound

This paper cites IFed: A novel federated learning framework for local differential privacy in Power Internet of Things,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs IFed: A novel federated learning framework for local differential privacy in Power Internet of Things,

Reference 16

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T22:38:26.534338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2154421d-00b2-4d53-bd3b-b7d6ef07f97e · outbound

This paper cites Blockchain-enabled Federated Learning: A Survey,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Blockchain-enabled Federated Learning: A Survey,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.522944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38eb8c1d-4a1f-40ba-9f6d-f9647143906b · outbound

This paper cites Securing Networks: A Deep Learning Approach with Explainable AI (XAI) and Federated Learning for Intrusion Detection,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Securing Networks: A Deep Learning Approach with Explainable AI (XAI) and Federated Learning for Intrusion Detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.509543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 237963f7-0cc2-4ec3-9588-6198834247e5 · outbound

This paper cites FL-DECO-BC: A Privacy-Preserving, Provably Secure, and Provenance-Preserving Federated Learning Framework with Decentralized Oracles on Blockchain for VANETs.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs FL-DECO-BC: A Privacy-Preserving, Provably Secure, and Provenance-Preserving Federated Learning Framework with Decentralized Oracles on Blockchain for VANETs

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:38:26.193011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c97a07bb-d220-44ab-b520-13400a1d31e0 · outbound

This paper cites Federated learning’s blessing: FedAvg has linear speedup,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs Federated learning’s blessing: FedAvg has linear speedup,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.496575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f2a781f-9239-48a0-b501-6d85d5666984 · outbound

This paper cites A completeness result for BAN logic,.

FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs A completeness result for BAN logic,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:26.362365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 41fca5ce-5b40-4ac8-9212-4563749be30b · inbound

A Novel XAI-Enhanced Quantum Adversarial Networks for Velocity Dispersion Modeling in MaNGA Galaxies cites this paper.

A Novel XAI-Enhanced Quantum Adversarial Networks for Velocity Dispersion Modeling in MaNGA Galaxies FAPL-DM-BC: A Secure and Scalable FL Framework with Adaptive Privacy and Dynamic Masking, Blockchain, and XAI for the IoVs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:32.046353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.