Paper Citation Record · LEDGER

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2606.00134.

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

pith.paper-citation-record.v1
2606.00134 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T06:28:09.498288Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact2
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4a18275-d1f1-466c-873a-1ab1ca644f92 · outbound

This paper cites Amarasinghe et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Amarasinghe et al

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ed1bcf-9ace-405b-89c2-7ebd22dea89a · outbound

This paper cites an unresolved cited work.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457de28b-0e7d-4df4-9f3d-cc0a5fe794c0 · outbound

This paper cites Classification of iot based ddos attack using machine learning techniques.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Classification of iot based ddos attack using machine learning techniques

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86bbe70-3faa-4f5e-9662-2e545d2ba514 · outbound

This paper cites an unresolved cited work.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d20017-c5de-48c6-b318-472ac4ee8840 · outbound

This paper cites Fallah, A.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Fallah, A

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0742e316-3883-404d-b545-d60f513819f6 · outbound

This paper cites Hu et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Hu et al

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1bcb2a-839e-4a9e-ace8-079b66662d31 · outbound

This paper cites Kairouz et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Kairouz et al

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff2fda8f-afb6-414b-9ecf-99b23c221a25 · outbound

This paper cites Federated Optimization in Heterogeneous Networks.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Federated Optimization in Heterogeneous Networks

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T06:33:12.201931Z

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 c4a05226-cedb-4602-95db-618de59afe34 · outbound

This paper cites Li et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Li et al

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6654653-89cb-4956-8412-af942dae3a5a · outbound

This paper cites Lu et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Lu et al

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2736eb99-c607-4ae2-9816-60209199935c · outbound

This paper cites an unresolved cited work.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7027e0ea-4d0d-4598-b5bc-6893db305efa · outbound

This paper cites Marino et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Marino et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ccc7ed9-656f-4627-8717-1dea9c1f6b79 · outbound

This paper cites an unresolved cited work.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c5049b-5c5c-40c4-93d6-2d8028e28b1d · outbound

This paper cites Threat intelligence report.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Threat intelligence report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 601671fb-3427-49c9-8ef9-c2b835241d32 · outbound

This paper cites Snoek, H.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Snoek, H

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b91573d-a9b3-4532-a6b2-103ef1886cb7 · outbound

This paper cites Internet of things (iot) market size worldwide 2017–2032, 2024.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Internet of things (iot) market size worldwide 2017–2032, 2024

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d18ad4b-f583-45dc-8b12-c31b031a6190 · outbound

This paper cites Wang et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Wang et al

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c8aaab-80bc-4b5d-995c-b29777a3853f · outbound

This paper cites Yang et al.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Yang et al

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9835f38e-19d3-4e31-baf0-589262f0465b · outbound

This paper cites Zeeshan, Q.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Zeeshan, Q

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T06:28:09.498288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deff5139-4541-42c3-af1a-536011168158 · outbound

This paper cites Federated Learning with Non-IID Data.

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT Federated Learning with Non-IID Data

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-06-29T06:33:12.204197Z

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.

Pith citing papers

No inbound Pith citation observations are available.