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Paper Citation Record · LEDGER

Flow-Based Detection and Identification of Zero-Day IoT Cameras

As of 22 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2509.08485.

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

pith.paper-citation-record.v1
2509.08485 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:12:55.766859Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy52
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b93210b-243b-487b-a1ef-5ba58c234a8e · outbound

This paper cites Global smart cameras market overview,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Global smart cameras market overview,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 8cdcd260-8b88-4735-9a02-c64ffe510818 · outbound

This paper cites Smart cameras market,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Smart cameras market,

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation c6cbd09a-9850-453b-b532-b0a508559f41 · outbound

This paper cites Voices of first responders—nationwide public safety com- munication survey methodology: Development, dissemination, and demographics,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Voices of first responders—nationwide public safety com- munication survey methodology: Development, dissemination, and demographics,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.708158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 0dfda90f-9d20-47fb-94aa-1accce71c071 · outbound

This paper cites Con- siderations for managing internet of things (iot) cybersecurity and privacy risks,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Con- siderations for managing internet of things (iot) cybersecurity and privacy risks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.693595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.542557Z digest=sha256:cc3ff7e4ca235878146cdab8ebe60b4fe6a77efe7ea4deb76134a319c3b4df69

Observation 80959136-365d-40d8-9936-270d3e34b3ce · outbound

This paper cites Signature-based and behavior-based attack detection with machine learning for home iot devices,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Signature-based and behavior-based attack detection with machine learning for home iot devices,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.679866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.547319Z digest=sha256:d2d4cb7ad9701304ceee60b48e41d2a287ccd392eefe8da5335ae24bea298c2c

Observation 1818622a-d4a1-4653-b1a5-fec25d41f0db · outbound

This paper cites Network intrusion detection for iot security based on learning techniques,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Network intrusion detection for iot security based on learning techniques,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.665467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation cb234e24-f623-42a3-8bf8-ddc2aa4ad7d3 · outbound

This paper cites Snort: Lightweight intrusion detec- tion for networks.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Snort: Lightweight intrusion detec- tion for networks

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.650714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.557436Z digest=sha256:04f7a0985963fd536e2dc8383e20a26eaf10d3a6c3255b2072d726abfbd04253

Observation c4f11979-d272-46f1-996e-3ea0cc9dfd30 · outbound

This paper cites Suricata open source ids/ips/nsm engine (2019).

Flow-Based Detection and Identification of Zero-Day IoT Cameras Suricata open source ids/ips/nsm engine (2019)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.636090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.561563Z digest=sha256:3a95b14d20c811225ef327655f4ba294df55616d23786e7ec9cda2b6fac244ed

Observation 80a75041-b133-4840-9d02-692491ad601d · outbound

This paper cites Canary Case Study,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Canary Case Study,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.622762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.565839Z digest=sha256:f8de704d45391b7faf7fd1310a7919911183b96b460875ac3d949b52a861bcd1

Observation 07c0523f-0a98-43ef-acf6-bb088c8fa62e · outbound

This paper cites An iot analysis framework: An inves- tigation of iot smart cameras’ vulnerabilities,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras An iot analysis framework: An inves- tigation of iot smart cameras’ vulnerabilities,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.609507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.569824Z digest=sha256:192ab046166553b4c83b1efdb2f73b281cf8a18744619b944fef59cdc4ed7495

Observation 3d7ccf3d-4580-4a41-b88c-6ea1aff7d7c8 · outbound

This paper cites Testing iot security: The case study of an ip camera,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Testing iot security: The case study of an ip camera,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.595854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.573898Z digest=sha256:e31182924a30f05c3f56c3d543eefebe74fd4d92aaa38223e7ed4f78faee9a5c

Observation fc760ca8-bdb4-43bf-bc05-fd1b796ce3ac · outbound

This paper cites Investigating security and privacy of a cloud-based wireless ip camera: Netcam,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Investigating security and privacy of a cloud-based wireless ip camera: Netcam,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.581379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.578149Z digest=sha256:4ae83d049f9ca122ae1e76c189dc4ac740d0c16aec5ff7379d9969afcf9acd04

Observation 36451bca-26be-4247-932d-7ffbdfe1f6d3 · outbound

This paper cites Security analysis of emerg- ing smart home applications,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Security analysis of emerg- ing smart home applications,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.567207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.582057Z digest=sha256:8ba27cc48dd9d495ab2ed5956457d9bbe0ec7a0e7544b01090543aa001ab8740

Observation 02ab269d-5145-405b-a521-728b26284448 · outbound

This paper cites Classifying iot devices in smart environments using network traffic characteristics,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Classifying iot devices in smart environments using network traffic characteristics,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.553498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.585891Z digest=sha256:d93e0e3aba7482207f45033be5c18fef7c13e45b675820a611710ef19be86a31

Observation 2c9a2976-b68c-4974-81e0-128f72416b91 · outbound

This paper cites Iothunter: Iot net- work traffic classification using device specific keywords,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Iothunter: Iot net- work traffic classification using device specific keywords,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.539613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.589840Z digest=sha256:927cfd428f2fbcd36087c231fbc1fd65796a4745ec2ea49c257a49e4952a82e8

Observation e6b2e636-6115-4e11-acf5-ab106d21d414 · outbound

This paper cites Led light bulb camera wireless ip cctv camera fisheye panoramic view, p2p, 5mp ultra hd,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Led light bulb camera wireless ip cctv camera fisheye panoramic view, p2p, 5mp ultra hd,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.526054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.593676Z digest=sha256:98c44ff315ddd7676fbf13e5b62c0c7addae06a8897908219fe0f604a45cf8e4

Observation 09ff3738-696b-4f8f-82a9-f77454c76c2d · outbound

This paper cites Characterizing Smart Home IoT Traffic in the Wild.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Characterizing Smart Home IoT Traffic in the Wild

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:12:55.950955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.597921Z digest=sha256:25304a31f912a9f7c542da362fa8e42f6c1ac30bb874e235ae5012b34ca7c2b6

Observation bd21e705-17f7-4a65-b8fe-ca5edfb5bed5 · outbound

This paper cites icamin- spector: Classify video traffic and detect iot (spy) camera flows,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras icamin- spector: Classify video traffic and detect iot (spy) camera flows,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.511517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.602242Z digest=sha256:c700a4143c138c9706d488661d69afa696a4830d0590edb895920ac6b6ada30a

Observation cb32185e-dfe5-4e05-8f03-88624d326837 · outbound

This paper cites icaminspector,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras icaminspector,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.497777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.606396Z digest=sha256:ecee39f4dd597d374dab19f705e5c36726928ece4ddabab823ed846fa949e137

Observation 61db3128-c5f2-4c36-b3df-8b2cc950eaeb · outbound

This paper cites Cicflowmeter-v4.0 (formerly known as is- cxflowmeter) is a network traffic bi-flow generator and analyser for anomaly detection,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Cicflowmeter-v4.0 (formerly known as is- cxflowmeter) is a network traffic bi-flow generator and analyser for anomaly detection,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.484096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.610126Z digest=sha256:206dce655c828cc5bbf7a4d044a25e46a7c17bcf8586077f5edcf294c6db6b50

Observation e153f001-9807-422b-b1fd-42575812fa06 · outbound

This paper cites zcaminspector,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras zcaminspector,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.470210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.614207Z digest=sha256:871cb457b12b3c6b6fa601c8361ea2549ff4ce1e3a50a85842bc6493dd501d58

Observation 8e2b53a3-c702-480f-871c-114558d70843 · outbound

This paper cites Are there wireless hidden cameras spying on me?.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Are there wireless hidden cameras spying on me?

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.455651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.617902Z digest=sha256:a68e2cb02e9a1ee736230100791d73282880d5402b194a7a1404676aa65f663b

Observation d8eba7b9-9bbb-47a4-9acd-16045a991beb · outbound

This paper cites Dewicam: Detecting hidden wireless cameras via smartphones,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Dewicam: Detecting hidden wireless cameras via smartphones,

Reference 23

Resolution
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no resolver link, observed 2026-08-15T16:12:55.621760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:12:55.621760Z digest=sha256:261cffeb62cc942c3b571fe9b1865628767c3fdc8de5d21ea4e93d39f7683e0c

Observation f78700e0-2e76-4d9e-9fe5-c81bd9ed4f76 · outbound

This paper cites Iot-praetor: Undesired behaviors detection for iot devices,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Iot-praetor: Undesired behaviors detection for iot devices,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.441483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.625300Z digest=sha256:1b561691e1006f56a594f1a76195371232e2082c7dc57d2cd9991ee1cd2b71e3

Observation 5ee377e9-1584-45e2-8563-6b7b8f1d0f21 · outbound

This paper cites The decoyport: Redirecting hackers to honeypots,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras The decoyport: Redirecting hackers to honeypots,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.426215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.628920Z digest=sha256:919e45d87234c76be802ab5a6e32de59b3753332285c6e3b5a2dc962935a8eeb

Observation c6dc5428-d76c-40fc-8358-793ff592a729 · outbound

This paper cites Siphon: Towards scalable high-interaction physical honeypots,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Siphon: Towards scalable high-interaction physical honeypots,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.409610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.632854Z digest=sha256:9469db267e46ece34013faf3060b1d89488b5a9394ec0c7f6f2016a04a152021

Observation 564d3dfe-b5fa-4bbc-bf31-88b4b3808082 · outbound

This paper cites Detecting hidden wireless cameras through network traffic analysis,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Detecting hidden wireless cameras through network traffic analysis,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.395139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.636972Z digest=sha256:baf0a07b4f7201b220f21fba5a5b75dfdf43c687934183f30d4508c85483ad02

Observation 3c949d89-a25e-40f2-8c3c-905c846c2995 · outbound

This paper cites Homonit: Monitoring smart home apps from encrypted traffic,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Homonit: Monitoring smart home apps from encrypted traffic,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.380795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.641307Z digest=sha256:76c6de8a94e4defae65d8f00a757d571727a7fd90698c29a014e0627cc3607b5

Observation 61a6a990-cb8b-46ce-b91f-1bce792c0d16 · outbound

This paper cites Toward detecting iot device traffic in tran- sit networks,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Toward detecting iot device traffic in tran- sit networks,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.366403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.645251Z digest=sha256:7e74685fac030cc435c6d9045bbe42550dc12b3c60ee2abf14efe9285c7b886a

Observation 70641c13-0bf8-4b5c-9463-26c87aa1f166 · outbound

This paper cites Can we classify an iot device using tcp port scan?.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Can we classify an iot device using tcp port scan?

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.351224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.649081Z digest=sha256:b15e4aa09fd9c096951ed07a7446cc9d5e7919a0b7ce79bccbc6e03ff0a7eb9c

Observation 02cbef61-b7e6-4e07-a04c-1269938d1aca · outbound

This paper cites Securing smart homes via software-defined networking and low-cost traffic classifica- tion,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Securing smart homes via software-defined networking and low-cost traffic classifica- tion,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.336681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.653063Z digest=sha256:95dc7d36581a176308e24b7ce21868e23ee99285a2bd837257c8f5f8c3bb77f1

Observation b41e8e2b-26ef-4d81-8d0c-6d20c4aeb011 · outbound

This paper cites Uncovering vulnerable industrial control systems from the internet core,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Uncovering vulnerable industrial control systems from the internet core,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.323071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.656958Z digest=sha256:a0861effe45fb352aaab77a57deadeb0aeaf59897ca2071aebce149299a6cc4f

Observation 7afca0b5-4fa0-44e8-a837-4d3655185aec · outbound

This paper cites Smart lamp or security camera? automatic identification of iot devices,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Smart lamp or security camera? automatic identification of iot devices,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.308712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.660906Z digest=sha256:512a18db8b064b9166810648f6688835a2f756fbb8d5b65d689255cd42b06dd4

Observation a9be5b95-2a67-4e51-901e-5a2784e31384 · outbound

This paper cites A framework for mitigating zero-day attacks in IoT.

Flow-Based Detection and Identification of Zero-Day IoT Cameras A framework for mitigating zero-day attacks in IoT

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:12:55.842306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.665127Z digest=sha256:29d3b8d94e410cacaec1485ff12bd647aa943959295aae5c1db340c16d159836

Observation fdc62943-43b9-4026-982c-d626c1f1d759 · outbound

This paper cites Diot: A federated self-learning anomaly de- tection system for iot,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Diot: A federated self-learning anomaly de- tection system for iot,

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.293749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.669648Z digest=sha256:d2065dfbd4f16b164341a957b54dcf14cf294a22602631071eedae5cfc461fa2

Observation 0187d7e0-8f74-4ebe-8c5c-a374e02f60fd · outbound

This paper cites Zero day threat detection using graph and flow based security telemetry,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Zero day threat detection using graph and flow based security telemetry,

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.278281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.673972Z digest=sha256:84ebdcf26aafcafebe4e2f8b4d440406efe00a1739b14b172d9e84a49d6160df

Observation 2b918db8-a2a3-43a3-a6a6-47226ca334d1 · outbound

This paper cites A scalable approach to internet of things and industrial internet of things security: Evaluating adaptive self-adjusting memory k-nearest neighbor for zero-day attack detection,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras A scalable approach to internet of things and industrial internet of things security: Evaluating adaptive self-adjusting memory k-nearest neighbor for zero-day attack detection,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.263722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.678460Z digest=sha256:5834500eddbae69a693dd8576360c66c48eab9ef08aa13f988c28be17244e0c7

Observation 502742e4-2dcb-422e-9c69-9fa050941b60 · outbound

This paper cites An adversarial approach for intrusion detection using hybrid deep learning model,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras An adversarial approach for intrusion detection using hybrid deep learning model,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.248651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.682607Z digest=sha256:83e282600889ad4a7ca677df0e5bb3ee2975de4ecf4fc9983bf8707a9b22714f

Observation 1f3f330d-79bd-417a-a104-41f38f01e85b · outbound

This paper cites Image-based zero-day malware detection in iomt devices: A hybrid ai-enabled method,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Image-based zero-day malware detection in iomt devices: A hybrid ai-enabled method,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.232900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.686816Z digest=sha256:f064873b6247b32956dea357dd7702fa7320a0c6d784375955f8a8bf1172f5cb

Observation b43d60b8-dc9a-4ffe-8988-fdd9ee25e019 · outbound

This paper cites Zero-day attacks: Review of the meth- ods used based on intrusion detection and prevention systems,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Zero-day attacks: Review of the meth- ods used based on intrusion detection and prevention systems,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.216106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.690707Z digest=sha256:49c7a1b53a1f0bfd72be49f328b9cdf8ceeb396cea010435d4a6622922bd0040

Observation be538bc4-f143-438b-a4fb-ffcf211d459b · outbound

This paper cites Hms-ids: Threat intelligence integration for zero-day exploits and advanced persistent threats in iiot,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Hms-ids: Threat intelligence integration for zero-day exploits and advanced persistent threats in iiot,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.200927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.694425Z digest=sha256:8460bdc8e6f5727b0eafd181c5042e34f9978fab7ed1eacfdfc3934727000896

Observation fc63e80b-8d81-498b-840b-51fe57f8b949 · outbound

This paper cites Towards detection of zero-day botnet attack in iot networks using fed- erated learning,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Towards detection of zero-day botnet attack in iot networks using fed- erated learning,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.185493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.698500Z digest=sha256:0226c89794d192df3bf5b83c5ab267a7e0ebd8d8e96a677fe5850d49e06b4ce1

Observation e0425490-2172-4f20-a12e-f7fd0595a346 · outbound

This paper cites A zero-day container attack detec- tion based on ensemble machine learning,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras A zero-day container attack detec- tion based on ensemble machine learning,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.170758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.702509Z digest=sha256:bb078816a463ec904eb6b89d8c2dcb9ea7d7e6bccc1508d75a8b1c2b46b0fc5f

Observation 9d0c82d2-5e6f-47f6-984b-7b966a98dcc7 · outbound

This paper cites Zero-day threats detection for critical infrastructures,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Zero-day threats detection for critical infrastructures,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.156249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.706477Z digest=sha256:5303c201f3a38e242e591072b1d2e66f8c971486b8ecd4afc805ce50c1f1eba8

Observation 93024438-064e-4b85-b34e-dcb308fb0d1e · outbound

This paper cites A deep learning ensemble approach to detecting unknown network attacks,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras A deep learning ensemble approach to detecting unknown network attacks,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T16:12:55.710547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:12:55.710547Z digest=sha256:ae262aebd4d170992adc9b08aef2335d65f62e2e2b2ccf53de36f4425f5b34bc

Observation 8985eff4-eec2-4767-beed-346b91ec1244 · outbound

This paper cites Automated iot device fingerprint- ing through encrypted stream classification,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Automated iot device fingerprint- ing through encrypted stream classification,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.131938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.714320Z digest=sha256:633420dabc8339a1d452ae3fbba3aa56fb9e84b69b98de67f9362068769c563c

Observation 6961b798-f190-42bf-b13e-2361191ad963 · outbound

This paper cites Iot-keeper: Detecting malicious iot network activity using online traffic anal- ysis at the edge,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Iot-keeper: Detecting malicious iot network activity using online traffic anal- ysis at the edge,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.117156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.718185Z digest=sha256:c48af2c3fe58a9dc75716a3eec8fed9d1c4232ed1e6490bc60c12c9de10583a5

Observation eaedfa22-58c4-40df-89f8-29b19c1745f1 · outbound

This paper cites Estimating the support of a high-dimensional distri- bution,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Estimating the support of a high-dimensional distri- bution,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.102047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 971e074a-1dc8-4b34-9837-e299bcdaec6a · outbound

This paper cites Toward su- pervised anomaly detection,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Toward su- pervised anomaly detection,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.085579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.725884Z digest=sha256:8247b1fd65ce559f8a6702d247f26062bb23ba2fbbf1b3b059f14c6aef943486

Observation f0b83a30-3db6-44fc-af36-0c1e4206e970 · outbound

This paper cites Isolation forest,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Isolation forest,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.069447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.729558Z digest=sha256:f6e3b3b1102d646e4e5c37ee5caddb8011c633f3949e5cab8d42e61484e5d323

Observation 54dd7095-aabc-4303-bc08-9f8aef0345a9 · outbound

This paper cites Deep one- class classification,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Deep one- class classification,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.052976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.733336Z digest=sha256:d41b031ceacfd52193fc6a0bfa467b3ba6aea473c1f0c10a4496464d77a6c8d3

Observation 8d149c29-9f04-47c7-ad4c-c8b9fb3dc707 · outbound

This paper cites An Efficient One-Class SVM for Anomaly Detection in the Internet of Things.

Flow-Based Detection and Identification of Zero-Day IoT Cameras An Efficient One-Class SVM for Anomaly Detection in the Internet of Things

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T16:12:55.737548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:12:55.737548Z digest=sha256:9efb015ff68350a7e56b88c6827b52549d2e92d1f3241c32f9073c60eec6b59e

Observation b09886e5-72ba-4e4c-b74b-2e9a774c0c1b · outbound

This paper cites Anomaly detection using unsupervised machine learning algorithms: A simulation study,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Anomaly detection using unsupervised machine learning algorithms: A simulation study,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.037405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.741864Z digest=sha256:dcd90de76ff3c844b8116edc6d668f2f19318eb7170749aac010a323bdde31c0

Observation d32a0dce-cc8d-4a86-9225-450de13d95e4 · outbound

This paper cites Deep anomaly detection for time-series data in indus- trial iot: A communication-efficient on-device federated learning approach,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Deep anomaly detection for time-series data in indus- trial iot: A communication-efficient on-device federated learning approach,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:56.022484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.745854Z digest=sha256:904cd42afebdb409b344fbd008c7e030b79678e1642a4f32f0e9ca1383fbe54c

Observation cdd55d53-fd51-4c6b-801b-dc215ae068c7 · outbound

This paper cites Isolation forest,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Isolation forest,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T16:12:55.749840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:12:55.749840Z digest=sha256:f44fb3851f2a8abc0b0da01bc5fe99c9dd172147f291033c9add4948fc4bb697

Observation 3b731f3d-dc2b-44a5-91b7-13a8d3f4b95b · outbound

This paper cites Sparse random projection isolation forest for outlier detection,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Sparse random projection isolation forest for outlier detection,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:55.996897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.753983Z digest=sha256:f5da8da98765136c8fe06aeb97d5393c86e586616c83ef3ce06cc8bb85745f88

Observation 1017b6af-f1d5-4754-b339-798482689f18 · outbound

This paper cites Zero-day guardian: A dual model enabled federated learning framework for handling zero-day attacks in 5g enabled iiot,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Zero-day guardian: A dual model enabled federated learning framework for handling zero-day attacks in 5g enabled iiot,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:55.981493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.758326Z digest=sha256:d72020618e93187a1138b3c48919a2c1e07fd1de62c723e926d147c21edcbb9a

Observation 946034b1-ec25-432d-ac30-025d5e51958f · outbound

This paper cites Learning and Evaluating Representations for Deep One-class Classification.

Flow-Based Detection and Identification of Zero-Day IoT Cameras Learning and Evaluating Representations for Deep One-class Classification

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T16:12:55.762511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:12:55.762511Z digest=sha256:62d45ca84cfa5176b58d703a8b27868a21835176972c5329f2df8cc485d7d6f7

Observation fc77c7e9-d0b9-4c1e-b55f-9abb520f96fd · outbound

This paper cites I always feel like somebody’s sensing me! a framework to detect, identify, and localize clandestine wireless sensors,.

Flow-Based Detection and Identification of Zero-Day IoT Cameras I always feel like somebody’s sensing me! a framework to detect, identify, and localize clandestine wireless sensors,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:12:55.966364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T16:12:55.766859Z digest=sha256:f0db83fa077425f21d80b31893561b273dd26a572a937c133bbc937644a88b86

Pith citing papers

No inbound Pith citation observations are available.