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Paper Citation Record · LEDGER

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms

As of 11 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2502.07257.

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

pith.paper-citation-record.v1
2502.07257 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:21:08.376430Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

48 of 48 outbound references displayed

  • verified exact7
  • verified fuzzy32
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f0e93f2-eb5f-437f-806d-12b5f0294a18 · outbound

This paper cites Number of internet of things (iot) connected devices worldwide from 2019 to 2023, with forecasts from 2022 to 2030.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Number of internet of things (iot) connected devices worldwide from 2019 to 2023, with forecasts from 2022 to 2030

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5b8146f0-39a1-42a3-813d-1f6f501a4892 · outbound

This paper cites A Study of Data Store-based Home Automation,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms A Study of Data Store-based Home Automation,

Reference 2

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raw_fallback, observed 2026-08-08T13:21:09.217031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.203126Z digest=sha256:c680a2428957ee37acc13a7ead611508c2a87a9b238712d7c2c83934dc2bdd04

Observation 1a9324a5-ce7d-4be1-a3eb-c02907bba4a1 · outbound

This paper cites Helion: Enabling a Natural Perspective of Home Automation.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Helion: Enabling a Natural Perspective of Home Automation

Reference 3

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local_arxiv, observed 2026-08-08T13:21:09.132572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.206937Z digest=sha256:9c73b0cdbc4e07bc880101fa1c5d78730bf37018720d050d4c0df7e49382aa04

Observation 7c454f82-ad49-418c-b5b3-a1e22254c87b · outbound

This paper cites Technogym connected gym equipment.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Technogym connected gym equipment

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.211408Z digest=sha256:6c47741776ff15b7276ca4ac69bdd54893ca76e197d59bcd8e6a41566713b2bb

Observation 95c0878b-8d32-4e7f-9b8f-598b9b86d338 · outbound

This paper cites A decade review on smart cities: Paradigms, challenges and opportunities,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms A decade review on smart cities: Paradigms, challenges and opportunities,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.215196Z digest=sha256:c2e7fc5dc18d7faee585d4d6bd7d4b5edafb3bb5b9180a533402d09615f5d466

Observation 601acf9f-9286-4c1c-a4c7-c7ab645bc66d · outbound

This paper cites IoT Bugs and Development Challenges,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms IoT Bugs and Development Challenges,

Reference 6

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raw_fallback, observed 2026-08-08T13:21:09.113744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.219311Z digest=sha256:8802ec644d432d89031c686fc1557efbb424ee8a86f66e2aab522692f47adaff

Observation 6c668370-a73c-48eb-9bf1-d7a71ba4f0a3 · outbound

This paper cites On the challenges novice programmers experience in developing iot systems: A survey,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms On the challenges novice programmers experience in developing iot systems: A survey,

Reference 7

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raw_fallback, observed 2026-08-08T13:21:09.682469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.223241Z digest=sha256:3782e41080993cf24d7157b1e81c924b365df5175b75d97ce6bb321e350f2b36

Observation 895fb06a-54a5-43c2-88ef-b30bfd024c93 · outbound

This paper cites How is open source software development different in popular iot projects?.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How is open source software development different in popular iot projects?

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.227727Z digest=sha256:917c7504434dbb7eb12ecac3f1d685152c1015f5d0a9a46e8857b0ecf78a7ee3

Observation cb32a0e4-1333-49fa-8c15-5f184807ab2b · outbound

This paper cites openHAB.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms openHAB

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.231591Z digest=sha256:c90362f5feda69d010265d33a99f186700b16b5730afc36551111d46e28716af

Observation 5fbfd45d-e44c-465f-a7ed-e170f4857379 · outbound

This paper cites Home Assistant.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Home Assistant

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.235631Z digest=sha256:e67a804db56fa07250b1164640d6dd434dfbf441d3c774aa7b8eee5289d22f3b

Observation 9eca2152-455b-4c5d-acfe-ae1570d28a3c · outbound

This paper cites Methods2Test: A dataset of focal methods mapped to test cases.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Methods2Test: A dataset of focal methods mapped to test cases

Reference 11

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local_arxiv, observed 2026-08-08T13:21:09.018616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.239480Z digest=sha256:adf8f91bd6c9436b145d123ffeffd725a7fe11aa4926fb9cd1ee4b4b817d7e9c

Observation 6a2a38a0-24b1-4419-a2b6-04092fe22791 · outbound

This paper cites Nest App.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Nest App

Reference 12

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raw_fallback, observed 2026-08-08T13:21:09.632394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.243735Z digest=sha256:da49b4a9063ce867c8faf1a6f0682ad3efe30e50c156f159b49707910db09fd2

Observation 2111961a-199b-4c1e-bbd1-651c8643cd01 · outbound

This paper cites Iot testing study online appendix.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Iot testing study online appendix

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.247996Z digest=sha256:9f1d9dfc0a0de6deb450fd98b3eedc971d7661e7c570b7b8da32af87c3410050

Observation c8da10df-65de-45d8-b8e9-e311d22d68be · outbound

This paper cites Enabling Mutation Testing for Android Apps.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Enabling Mutation Testing for Android Apps

Reference 14

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local_arxiv, observed 2026-08-08T13:21:09.000845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.252014Z digest=sha256:4ad5ef3a0ab7491d20763826d6565b9166245b47cb266f65822c586c395b26e8

Observation e405200c-1425-4acf-9bb3-b2d61a4fd345 · outbound

This paper cites Challenges of testing complex internet of things (iot) devices and systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Challenges of testing complex internet of things (iot) devices and systems,

Reference 15

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raw_fallback, observed 2026-08-08T13:21:09.606944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.256377Z digest=sha256:f96d655425217d8f1f11c36e217f11096698539c874e908c9f7eb5606afab719

Observation 3a92be9e-94ec-4be1-bf4e-d102176cabed · outbound

This paper cites Testing IoT systems using a hybrid simulation based testing approach,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Testing IoT systems using a hybrid simulation based testing approach,

Reference 16

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verified exact
doi, observed 2026-08-08T13:21:08.445509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.260294Z digest=sha256:72909c609e02e3b85eae03ca0af27a4cb6e1fd73c2ad179c0a1891c7111f09b0

Observation 8000184b-9718-43c5-9140-d1302f08e691 · outbound

This paper cites Tree-sitter Introduction.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Tree-sitter Introduction

Reference 17

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.264388Z digest=sha256:b25b5566573170ad92cab351d781d45d6bc840aca297e45b9d29ea9f80847617

Observation e4e4de7f-a3f7-4498-89a1-7480652687a6 · outbound

This paper cites Amazon Alexa.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Amazon Alexa

Reference 18

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.268813Z digest=sha256:5670207a80857adaf7706f9876b1e987006ca9d24f419010c835ef722c6bf981

Observation 89d1bd75-9575-4ba1-861b-61c1c3ec36f7 · outbound

This paper cites Homekit.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Homekit

Reference 19

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.272874Z digest=sha256:59a983dc1ca7ae2da3bf5bb58f501ac64895334493be147e0414bd4cb4074819

Observation accecaf4-0920-4ed1-b554-d84c7b4b243e · outbound

This paper cites Braun and V.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Braun and V

Reference 20

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.276650Z digest=sha256:aa805916a6c901d81bf4ddabce90f4b1b8cab13af5f89a9eb572d45a850f5b2c

Observation 80fbcf2f-9ed6-41dd-a921-44eff95fe7fc · outbound

This paper cites “False negative - that one is going to kill you.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms “False negative - that one is going to kill you

Reference 21

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raw_fallback, observed 2026-08-08T13:21:09.547869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.280459Z digest=sha256:efc8dc11854593a3cd6a841c893fd825fa640cc09ef5be0c964c8a47c5411bd0

Observation c3dd1f71-58a3-4d94-801e-69113227433e · outbound

This paper cites XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.284315Z digest=sha256:be69bc17071ce542db8a046da8cbc69dcd18ba3d898e44064f2a0cd99ede4210

Observation 98e79878-e962-491d-8128-1a0405fea820 · outbound

This paper cites Chapter 3 efficient and effective exploratory testing of large-scale software systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Chapter 3 efficient and effective exploratory testing of large-scale software systems,

Reference 23

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.288640Z digest=sha256:83b3ca336bc8a75585937fd38f1ef9dfc5725fc403f01d82cfa180dd3d583d72

Observation 5d696e8f-e153-4155-bb6c-84c45ae4cf37 · outbound

This paper cites Modelling android applications through static analysis and systematic exploratory testing,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Modelling android applications through static analysis and systematic exploratory testing,

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.291939Z digest=sha256:52c768205729ce3bb764da6e96a1aac278b8c499fbfb100960a851c5989c02ff

Observation 15216a32-5fc3-4a80-b599-14a9d31ffaee · outbound

This paper cites On effectiveness and efficiency of gamified exploratory GUI testing,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms On effectiveness and efficiency of gamified exploratory GUI testing,

Reference 25

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.295166Z digest=sha256:d7cd0449b7f8405fc3b2d0313aca5cb90aacd24987bb57393275a127622326a4

Observation cc32015d-ac0e-438d-a406-3d5c903102e8 · outbound

This paper cites Apache jmeter,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Apache jmeter,

Reference 26

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raw_fallback, observed 2026-08-08T13:21:09.523782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.298382Z digest=sha256:2fb4eaac0965053a50869b6d7e82f882851f5ae83b3f9d8e00626bb655c0b482

Observation c9b57164-848d-44ea-8ba6-72f52e5cfcf8 · outbound

This paper cites (2023) gatling: Modern Load Testing as Code.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) gatling: Modern Load Testing as Code

Reference 27

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raw_fallback, observed 2026-08-08T13:21:09.511707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.301678Z digest=sha256:7659d2e1450020ca6f8375119c2f4e0a36f29ae3fb64706bf36644dcd5720d2e

Observation 64fc34cc-ead5-4e74-baf0-596e875bf85b · outbound

This paper cites (2023) taurus: Automation-friendly framework for Continuous Testing.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) taurus: Automation-friendly framework for Continuous Testing

Reference 28

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raw_fallback, observed 2026-08-08T13:21:09.499076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.305002Z digest=sha256:a12f3f51a59092b36181d0e572fc5bb00d0a2f20a257e0b90621953861ab424c

Observation 1393d5d1-1b53-47e8-b286-5fdf41fc856e · outbound

This paper cites (2023) General Data Protection Regulation (GDPR) – Official Legal Text.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) General Data Protection Regulation (GDPR) – Official Legal Text

Reference 29

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raw_fallback, observed 2026-08-08T13:21:09.486866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.308350Z digest=sha256:0d0f84a1558e3732f67505bfb8ee650b3816ae0ef7aebc4d4879007afab9476e

Observation 2751ef0c-2b36-4fea-bbbe-eb2c711c5753 · outbound

This paper cites California Privacy Rights Act of 2020 (“CPRA.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms California Privacy Rights Act of 2020 (“CPRA

Reference 30

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raw_fallback, observed 2026-08-08T13:21:09.474463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.311723Z digest=sha256:61961a9fe8996438c15326f2310653281da6d98a5e6561d9fe8246b96d6a251b

Observation 1733eb12-eca4-449f-8509-94a91f1b0aff · outbound

This paper cites Software testing: Survey of the industry practices,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Software testing: Survey of the industry practices,

Reference 31

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raw_fallback, observed 2026-08-08T13:21:09.462021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.315084Z digest=sha256:f537105b3f294c929898e77034c6ed3166bfaa884148a4650193ca8e2f121356

Observation 5bdfe332-8dcc-4bcb-9271-4bfa41fac92e · outbound

This paper cites Practitioners’ Views on Good Software Testing Practices,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Practitioners’ Views on Good Software Testing Practices,

Reference 32

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raw_fallback, observed 2026-08-08T13:21:08.812964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.318259Z digest=sha256:d389012cb97cfffda64ec16d9be004a4831243d57916bec08af356e941e48375

Observation 0c229833-5fef-439b-b773-410a88486c53 · outbound

This paper cites How do developers test android applications?.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How do developers test android applications?

Reference 33

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raw_fallback, observed 2026-08-08T13:21:09.449726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.321654Z digest=sha256:7e4b373a9b18ddabfac2d467130c8fe61ba340d6e0a44a3d49abbf3e6b5167f3

Observation 18515265-e3e6-4036-a29c-ae16d4004a78 · outbound

This paper cites Looking from the mirror: Evaluating iot device security through mobile companion apps,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Looking from the mirror: Evaluating iot device security through mobile companion apps,

Reference 34

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raw_fallback, observed 2026-08-08T13:21:09.437248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.325004Z digest=sha256:4f53779c80384015399009649d25a27d4ba79e78c365a48ca59afbacf79139c6

Observation 02d669f3-fcb6-45d1-9a87-ad3558cbfee3 · outbound

This paper cites Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools,

Reference 35

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raw_fallback, observed 2026-08-08T13:21:09.424506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.328309Z digest=sha256:18802ec2a66bb0c91ed28a93673d17f35dc3a288cbc20443a03e5222263504ef

Observation 9d6441ce-e94d-4427-8289-e6aa153ca6c2 · outbound

This paper cites Testing techniques in iot-based systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Testing techniques in iot-based systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.412007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.331874Z digest=sha256:a8dd4cda47d17fed90d5327d573bb69d4d3b84e4540249ee1febdc4e9b7c5ea4

Observation ab8fdbc4-eab7-4385-ac6d-b8b26ddcef00 · outbound

This paper cites Trace2TAP: Synthesizing Trigger-Action Programs from Traces of Behavior,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Trace2TAP: Synthesizing Trigger-Action Programs from Traces of Behavior,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.335319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.335319Z digest=sha256:f168a60af80931dd3b98c4ebd7d19e6fa1aa3295b8ce5c6a963ab81eec763e4e

Observation 7120f0c8-c10c-4ab2-a36c-92eff9025f00 · outbound

This paper cites How Users Interpret Bugs in Trigger-Action Programming,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How Users Interpret Bugs in Trigger-Action Programming,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.338690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.338690Z digest=sha256:da4677c6feec4b1832b1d6bcb850b150bbf47c06ed322f5b2eaa070fd20f0ef9

Observation e8e63488-55d7-4865-8fae-9bb6e8811710 · outbound

This paper cites What are iot systems for real? an experts’ survey on software engineering aspects,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms What are iot systems for real? an experts’ survey on software engineering aspects,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.398861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.342270Z digest=sha256:51d550189b79d05825b168da10fa03e3302818bd42a5a077fc6a6f5186d05143

Observation 4b1817b1-9a07-4c87-87c8-6ae167e83abb · outbound

This paper cites Interoperability and integration testing methods for iot systems: A systematic mapping study,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Interoperability and integration testing methods for iot systems: A systematic mapping study,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.385787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.345677Z digest=sha256:0677d9a8d60d7a78bc956c38f2f3cabd4ea48605a6682bfa4ccc6ca4225b91ac

Observation 1f85249a-3286-498f-a650-4ec82f25a7f4 · outbound

This paper cites Iot bugs and development challenges,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Iot bugs and development challenges,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.373142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.349174Z digest=sha256:e910636702c3502767502e45825fb519249d865f288f9d5b0b03a272ef4af437

Observation da73d68e-8640-4f8d-9c06-bb0f117f9bd7 · outbound

This paper cites Learning-based methods for cyber attacks detection in iot systems: A survey on methods, analysis, and future prospects,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Learning-based methods for cyber attacks detection in iot systems: A survey on methods, analysis, and future prospects,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.361155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.352590Z digest=sha256:ee9d0e430019ae234500ff997310dfc0945a66ab55b7b48806091684dd1304b4

Observation 315398ca-c9e8-4c7a-a3fe-cf6f169c8d7b · outbound

This paper cites Detecting vulnerability on iot device firmware: A survey,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Detecting vulnerability on iot device firmware: A survey,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.349187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.356529Z digest=sha256:9ca445bbf9542a1cb7336e7b47596e3c3ebc4598ae4d9d6af230cca9807838c7

Observation 533c9a71-8b8e-4796-a7d9-82df1fac233e · outbound

This paper cites Understanding IoT Security from a Market-Scale Perspective,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Understanding IoT Security from a Market-Scale Perspective,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.360687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.360687Z digest=sha256:ce96f16496a7c6f6679bfc3a593bc286202f7f181d14e51b4e077530d6f8db37

Observation db497857-8fe8-4396-9a32-22d938f4af41 · outbound

This paper cites State-of- the-art survey of artificial intelligent techniques for iot security,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms State-of- the-art survey of artificial intelligent techniques for iot security,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.336233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.364791Z digest=sha256:42cdf8fa619739e7f06b2b191b7b8daf6da2c3fb3c7f900d3a0c671bb059d3d0

Observation 01181e3a-6e36-4294-a558-579721486045 · outbound

This paper cites Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.368761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.368761Z digest=sha256:d5d41d7cb1a5de8d84591982a2915dd5401baecd02a6713612e773f06d4a7a85

Observation 5d528e3f-c7a9-4e8a-a523-7c2f14185c13 · outbound

This paper cites Survey of Testing Methods and Testbed Development Concerning Internet of Things,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Survey of Testing Methods and Testbed Development Concerning Internet of Things,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.323034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.372421Z digest=sha256:885ae34b98f376ee2fbe7de398de77e2b85ddbda216cecd45a09dcad53d2818f

Observation 4cd8c949-7fe0-4995-9c85-bdf028d877c4 · outbound

This paper cites Available: https://doi.org/10.1007/s11277-021-09124-5 12.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Available: https://doi.org/10.1007/s11277-021-09124-5 12

Reference 2022

Resolution
verified exact
doi, observed 2026-08-08T13:21:08.409237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:21:08.376430Z digest=sha256:3a90fa11b615968c570d759901d6e0d1d82e7817c42beb5b603928ea3859c381

Pith citing papers

No inbound Pith citation observations are available.