Paper Citation Record · LEDGER

Anomaly Detection for IoT Global Connectivity

As of 21 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2508.09660.

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

pith.paper-citation-record.v1
2508.09660 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:00:00.383981Z

measured 46 of 46 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 2026-08-05T20:58:32.795096Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:58:32.918592Z

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy33
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 29d8856a-d56e-4fd6-b165-21cc8379c947 · outbound

This paper cites https://hologram.io, Accessed: June 13, 2024.

Anomaly Detection for IoT Global Connectivity https://hologram.io, Accessed: June 13, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.858726Z

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 0898d3d7-b601-430c-bb43-91e2bd127385 · outbound

This paper cites A new look at the statistical model identification.

Anomaly Detection for IoT Global Connectivity A new look at the statistical model identification

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.847393Z

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 32a8cc1a-1ee4-4c19-9076-84eb39c9cd36 · outbound

This paper cites Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization.

Anomaly Detection for IoT Global Connectivity Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.835094Z

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 4baef670-02ec-4b35-8f92-8befb80a377a · outbound

This paper cites E., Byers, S.

Anomaly Detection for IoT Global Connectivity E., Byers, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.823689Z

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 12d8e01d-837c-4b31-a20a-20ec23f0bce6 · outbound

This paper cites End-to-end attention-based large vocabulary speech recognition.

Anomaly Detection for IoT Global Connectivity End-to-end attention-based large vocabulary speech recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.813379Z

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 e8a0c298-0dcc-4463-a3bb-4df40a5fddbc · outbound

This paper cites In 2020 IEEE Inter- national Conference on Smart Computing (SMARTCOMP) (2020), IEEE, pp.

Anomaly Detection for IoT Global Connectivity In 2020 IEEE Inter- national Conference on Smart Computing (SMARTCOMP) (2020), IEEE, pp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.801382Z

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 8a3f9ca7-22bf-4349-8a03-61830167b368 · outbound

This paper cites Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art.

Anomaly Detection for IoT Global Connectivity Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:57.907991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b395cdb-2da1-4d08-9d2c-520cd76b2b57 · outbound

This paper cites Random forests.

Anomaly Detection for IoT Global Connectivity Random forests

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.790411Z

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 4366276c-c730-41ec-acff-675b3e6f5a64 · outbound

This paper cites Massive Exploration of Neural Machine Translation Architectures.

Anomaly Detection for IoT Global Connectivity Massive Exploration of Neural Machine Translation Architectures

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:58.129704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248bf690-54e4-44a1-aea4-ce31953871cc · outbound

This paper cites Deep Learning for Anomaly Detection: A Survey.

Anomaly Detection for IoT Global Connectivity Deep Learning for Anomaly Detection: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:58.247369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813fe600-6ea5-4f4e-ad63-22a241f28bc1 · outbound

This paper cites Anomaly detection: A survey.

Anomaly Detection for IoT Global Connectivity Anomaly detection: A survey

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.779227Z

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 c808ce90-37e2-4bfa-a612-9b3320a39ed2 · outbound

This paper cites an unresolved cited work.

Anomaly Detection for IoT Global Connectivity Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:00:00.768033Z

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 b938e5d5-c6ca-4f1f-a6fd-facbf5b5dd85 · outbound

This paper cites A., Mısırlı, G., and Fan, Z.

Anomaly Detection for IoT Global Connectivity A., Mısırlı, G., and Fan, Z

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.756795Z

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 9c9f324b-faf5-4574-81ba-80076f6da422 · outbound

This paper cites Nearest neighbor pattern classifi- cation.

Anomaly Detection for IoT Global Connectivity Nearest neighbor pattern classifi- cation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.746551Z

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 659f4211-ad93-4863-89ea-cd06062e4584 · outbound

This paper cites A comprehensive study of anomaly detection schemes in IoT networks using machine learning algorithms.

Anomaly Detection for IoT Global Connectivity A comprehensive study of anomaly detection schemes in IoT networks using machine learning algorithms

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.735917Z

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 1c0a540b-5679-4f27-b080-2c41f8435196 · outbound

This paper cites Machine learning techniques for network anomaly detection: A survey.

Anomaly Detection for IoT Global Connectivity Machine learning techniques for network anomaly detection: A survey

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.726134Z

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 14897849-bb2f-4d32-9c0e-18ea20fa7c5b · outbound

This paper cites Global cellular connectivity platform for IoT.

Anomaly Detection for IoT Global Connectivity Global cellular connectivity platform for IoT

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.715334Z

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 87419365-38ef-4714-9f30-6a15caa8d3ff · outbound

This paper cites Anomaly detection, analysis and prediction techniques in IoT environment: A systematic literature review.

Anomaly Detection for IoT Global Connectivity Anomaly detection, analysis and prediction techniques in IoT environment: A systematic literature review

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.704653Z

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 fa374789-db7e-4f19-854e-8d045905c85b · outbound

This paper cites Signaling traffic in internet- of-things mobile networks.

Anomaly Detection for IoT Global Connectivity Signaling traffic in internet- of-things mobile networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.694992Z

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 3277f974-ae75-4934-9a29-5dee11712a9b · outbound

This paper cites Untangling iot global connectivity: The impor- tance of mobile signaling traffic.IEEETransactionsonNetwork and Service Management 21, 4 (2024), 4435–4449.

Anomaly Detection for IoT Global Connectivity Untangling iot global connectivity: The impor- tance of mobile signaling traffic.IEEETransactionsonNetwork and Service Management 21, 4 (2024), 4435–4449

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.684762Z

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 65d403e0-71c2-4527-9b26-c62c3993fe56 · outbound

This paper cites B., Azorin, R., Gallo, M., Finamore, A., and Rossi, D.

Anomaly Detection for IoT Global Connectivity B., Azorin, R., Gallo, M., Finamore, A., and Rossi, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.673761Z

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 41d24a9c-32b8-44a2-b7de-9e1950a94d22 · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

Anomaly Detection for IoT Global Connectivity Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:59.267058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e32419-514c-4144-85f3-3c0812b71642 · outbound

This paper cites InCEUR workshop proceedings (2014), vol.

Anomaly Detection for IoT Global Connectivity InCEUR workshop proceedings (2014), vol

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.664468Z

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 9b0e0842-d043-4cee-8959-2fc755366ffb · outbound

This paper cites Auto-Encoding Variational Bayes.

Anomaly Detection for IoT Global Connectivity Auto-Encoding Variational Bayes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:59.491388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c961e6-e8ab-449d-9ab0-dd6b2a1540c1 · outbound

This paper cites InIMC’18 (2018).

Anomaly Detection for IoT Global Connectivity InIMC’18 (2018)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.653936Z

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 c01f8f57-a9aa-4b75-bc41-9e22a6dafe30 · outbound

This paper cites an unresolved cited work.

Anomaly Detection for IoT Global Connectivity Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:00:00.643112Z

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 7059275d-66b3-4a49-8a0b-a9e22f27fe5a · outbound

This paper cites T., Ting, K.

Anomaly Detection for IoT Global Connectivity T., Ting, K

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.632544Z

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 30b619e8-52b6-46e9-a463-3b7b63e40a53 · outbound

This paper cites E., Perino, D., Bagnulo, M., and Bontje, C.

Anomaly Detection for IoT Global Connectivity E., Perino, D., Bagnulo, M., and Bontje, C

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.622968Z

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 d9013033-4fc3-4aee-ad65-e7aee1d3c5ab · outbound

This paper cites E., and Perino, D.

Anomaly Detection for IoT Global Connectivity E., and Perino, D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.614650Z

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 acb21c86-bd6a-4b49-8d79-ac274e216760 · outbound

This paper cites an unresolved cited work.

Anomaly Detection for IoT Global Connectivity Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:00:00.605238Z

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 917c2fd6-7d78-48f0-88ff-dc25a3129fba · outbound

This paper cites M., Huet, A., and Rossi, D.Human readable network troubleshooting based on anomaly detection and fea- ture scoring.

Anomaly Detection for IoT Global Connectivity M., Huet, A., and Rossi, D.Human readable network troubleshooting based on anomaly detection and fea- ture scoring

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.596939Z

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 cff2cda5-6cb4-4fc0-bb9e-6bcc016ebd78 · outbound

This paper cites Stochastic Backpropagation and Approximate Inference in Deep Generative Models.

Anomaly Detection for IoT Global Connectivity Stochastic Backpropagation and Approximate Inference in Deep Generative Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:59.905224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3e3da5-b638-48b9-96ae-d716fb84ca09 · outbound

This paper cites everyone wants to do the modelwork,notthedatawork.

Anomaly Detection for IoT Global Connectivity everyone wants to do the modelwork,notthedatawork

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.588172Z

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 5e6606f6-838f-4db3-97d1-ad90ba4b4399 · outbound

This paper cites Finding a "kneedle" in a haystack: Detecting knee points in system behavior.

Anomaly Detection for IoT Global Connectivity Finding a "kneedle" in a haystack: Detecting knee points in system behavior

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.577879Z

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 77082ed0-5c75-4165-8f52-7ae4f2f3c99a · outbound

This paper cites an unresolved cited work.

Anomaly Detection for IoT Global Connectivity Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:00:00.568812Z

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 3a223e0c-36b0-4e4f-805c-1577039e2fd4 · outbound

This paper cites Sequence to Sequence Learning with Neural Networks.

Anomaly Detection for IoT Global Connectivity Sequence to Sequence Learning with Neural Networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T21:00:00.205613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e52b5235-da23-4e69-b332-530f7e43020a · outbound

This paper cites KITE platform, Accessed: June 13, 2024.

Anomaly Detection for IoT Global Connectivity KITE platform, Accessed: June 13, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.558807Z

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 1330ff22-7175-4832-b145-4b4b4ac7757e · outbound

This paper cites W.Exploratorydataanalysis.

Anomaly Detection for IoT Global Connectivity W.Exploratorydataanalysis

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.549488Z

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 4fa93852-eebd-44b0-9e92-401739c811a7 · outbound

This paper cites Cloud communications platform for building SMS, voice & messaging applications, Accessed: June 13, 2024.

Anomaly Detection for IoT Global Connectivity Cloud communications platform for building SMS, voice & messaging applications, Accessed: June 13, 2024

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.539324Z

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 6cfa2d49-24db-4bc6-940c-d6c86e233774 · outbound

This paper cites Characterizing mobile signaling anomalies in the internet-of-things.

Anomaly Detection for IoT Global Connectivity Characterizing mobile signaling anomalies in the internet-of-things

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.528190Z

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 28c08e24-4302-4179-ad64-98492c2c9c11 · outbound

This paper cites A Shortcut through the IPX: Measuring Latencies in Global Mobile Roaming with Regional Breakouts.

Anomaly Detection for IoT Global Connectivity A Shortcut through the IPX: Measuring Latencies in Global Mobile Roaming with Regional Breakouts

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.518929Z

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 e17d8755-af52-43e7-a403-7aed8b2ae33b · outbound

This paper cites F., Kandeepan, S., Al-Hourani, A., Chavez, K.

Anomaly Detection for IoT Global Connectivity F., Kandeepan, S., Al-Hourani, A., Chavez, K

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.508402Z

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 73877824-00b6-4f29-ac8b-f1139697834a · outbound

This paper cites Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

Anomaly Detection for IoT Global Connectivity Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T21:00:00.376359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b05af01-7869-4361-baf1-4eea17532d17 · outbound

This paper cites A., Mustafa, E.

Anomaly Detection for IoT Global Connectivity A., Mustafa, E

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.498265Z

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 c37a3911-e725-46e1-a6f4-663d778f1707 · outbound

This paper cites E., Wu, D., and Boulet, B.Time series anomaly detection for smart grids: A survey.

Anomaly Detection for IoT Global Connectivity E., Wu, D., and Boulet, B.Time series anomaly detection for smart grids: A survey

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:00:00.487820Z

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 4e8d5d3d-cc90-46d5-bd96-12aafd17f97f · inbound

Multimodal Fusion And Sparse Attention-based Alignment Model for Long Sequential Recommendation cites this paper.

Multimodal Fusion And Sparse Attention-based Alignment Model for Long Sequential Recommendation Anomaly Detection for IoT Global Connectivity

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:58:33.034241Z

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.