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Paper Citation Record · LEDGER

When Simple Model Just Works: Is Network Traffic Classification in Crisis?

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 3 inbound Pith citation observations for arXiv:2506.08655.

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

pith.paper-citation-record.v1
2506.08655 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:09:45.585807Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:46:11.014653Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:29:02.111009Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact1
  • verified fuzzy36
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1c23482-0bf6-44ee-bf0e-67d259c5af31 · outbound

This paper cites Universal em- bedding function for traffic classification via quic domain recog- nition pretraining: A transfer learning success,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Universal em- bedding function for traffic classification via quic domain recog- nition pretraining: A transfer learning success,

Reference 1

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raw_fallback, observed 2026-08-07T05:09:46.368735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.316903Z digest=sha256:15f5b0457029f155bd0b9ad240f0515103d1cb5d52d4ac0a1762bf93d04c6859

Observation 77e66438-7113-471f-80d8-be9342cdc45f · outbound

This paper cites A survey of techniques for internet traffic classification using machine learning,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A survey of techniques for internet traffic classification using machine learning,

Reference 2

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raw_fallback, observed 2026-08-07T05:09:46.791233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.368523Z digest=sha256:45e5c02f7221ac6a2d86250a0b224c62eb30047f505d294dbdfa02f3c43cdb21

Observation 5740434e-9d8d-40ea-a384-174883bb9c46 · outbound

This paper cites A comprehensive survey on machine learning for networking: evolution, applications and research opportunities,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A comprehensive survey on machine learning for networking: evolution, applications and research opportunities,

Reference 3

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raw_fallback, observed 2026-08-07T05:09:46.780729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.423805Z digest=sha256:9383246c92742b178bdd192b1e210edd028886a1b0eb6b4a780ab78a369790e2

Observation e67161a2-68bc-45db-8757-1da529193ec0 · outbound

This paper cites A preliminary performance comparison of five machine learning algorithms for practical ip traffic flow classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A preliminary performance comparison of five machine learning algorithms for practical ip traffic flow classification,

Reference 4

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metadata mismatch
raw_fallback, observed 2026-08-07T05:09:46.290509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.502816Z digest=sha256:95a875c2708072db6a18d19db0b11d6c649cfacc7c9d42608a546ce044a56315

Observation b8710247-e284-4e29-ae92-821952e738bf · outbound

This paper cites Blinc: multilevel traffic classification in the dark,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Blinc: multilevel traffic classification in the dark,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:09:42.528528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:09:42.528528Z digest=sha256:b7ff9c360c5e09d0aa09f65ae90f21b022547ed959ca39cf982268ad23ab55dc

Observation 498d583b-e68b-4bca-a061-2e890eb867b9 · outbound

This paper cites Wang and S.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Wang and S

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.770305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.532264Z digest=sha256:edfb735119ba2e28632323ff982d555434d79db9b108e1eb74420b568895658d

Observation bf20b22b-392c-4c01-8db7-fcc0b7f4c2ce · outbound

This paper cites Traffic classification on the fly,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Traffic classification on the fly,

Reference 7

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raw_fallback, observed 2026-08-07T05:09:46.759904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.536052Z digest=sha256:9d191a13603ef114cfb00393159eb350161d5e6c9256080ae6a6d44b2dadfdee

Observation 27b4b39e-8459-4dd7-a4a3-21acdc602043 · outbound

This paper cites An analysis of internet chat systems,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? An analysis of internet chat systems,

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:09:46.213396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.541409Z digest=sha256:8770619273bd4937e254a5482e1632b3aa7a9816883ce0c4f2bfe45a500dda34

Observation 09de5290-768c-4aad-921a-0d271e992b61 · outbound

This paper cites Traffic classi- fication through simple statistical fingerprinting,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Traffic classi- fication through simple statistical fingerprinting,

Reference 9

Resolution
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raw_fallback, observed 2026-08-07T05:09:46.750458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.672493Z digest=sha256:e300eca8c0c8e056656519e57dfbdfcdb275c415790bcbdb980742f75752062a

Observation 90f655a2-12d4-4c33-a609-20efc7cb0abb · outbound

This paper cites Deep learning and zero- day traffic classification: Lessons learned from a commercial-grade dataset,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Deep learning and zero- day traffic classification: Lessons learned from a commercial-grade dataset,

Reference 10

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metadata mismatch
raw_fallback, observed 2026-08-07T05:09:46.137632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.790417Z digest=sha256:c1a936d6c9e5e83b6569bac8c54d873141d1745b911aa52b28794d5fa8f64c97

Observation 3ce1139e-55cf-43ab-b3fa-e76ddb6bbb06 · outbound

This paper cites Automatic mobile application traffic identification by convolutional neural networks,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Automatic mobile application traffic identification by convolutional neural networks,

Reference 11

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raw_fallback, observed 2026-08-07T05:09:46.739564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:42.969646Z digest=sha256:09e4437343cf8ac471cf40d5bd7597dc333fd858232127b577e6c5123e7e7724

Observation effaca7a-3a5c-40ca-8ad4-86cf03215095 · outbound

This paper cites End-to-end en- crypted traffic classification with one-dimensional convolution neural networks,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? End-to-end en- crypted traffic classification with one-dimensional convolution neural networks,

Reference 12

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raw_fallback, observed 2026-08-07T05:09:46.730330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.184097Z digest=sha256:abfb709a6b9ee71bb299a99ab6aa170530d813dca5541c60cb04cafcb287b31b

Observation 9463efd6-217e-47da-bc61-98a990d8241e · outbound

This paper cites Data augmentation for traffic classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Data augmentation for traffic classification,

Reference 13

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raw_fallback, observed 2026-08-07T05:09:46.720306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.360669Z digest=sha256:ef701e72763f673bce8e6fd68175a5067227f4b99b476d52efaf37ff692428ef

Observation bf4134e9-2dea-4e78-a1ac-639dcc111789 · outbound

This paper cites A critical study of few-shot learning for encrypted traffic classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A critical study of few-shot learning for encrypted traffic classification,

Reference 14

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raw_fallback, observed 2026-08-07T05:09:46.710821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.530080Z digest=sha256:e527f1985840c222fc63c4e6ee4683769f3afc4cfea913179f99525bb4d2d0b7

Observation cdfa8866-27db-45f0-b085-a0527864312c · outbound

This paper cites Data drift in dl: Lessons learned from encrypted traffic classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Data drift in dl: Lessons learned from encrypted traffic classification,

Reference 15

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raw_fallback, observed 2026-08-07T05:09:46.701610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.652549Z digest=sha256:52df011ab733b8d061bbb835c96f9ad63b15752c71cb02e63793cbe4386177be

Observation 70b60f5f-9294-43bf-8a3e-68af8c9f1d59 · outbound

This paper cites Characterization of Encrypted and VPN Traffic using Time-related Features:,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Characterization of Encrypted and VPN Traffic using Time-related Features:,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.690388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.747516Z digest=sha256:2a7425e431f2f35ac052566d610d35bcc11fcb29926f382b49f5a931c162b7d8

Observation 46892f15-6d50-4bb4-b7c9-09753b1e7144 · outbound

This paper cites UNSW-NB15: A comprehensive data set for network intrusion detection systems,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? UNSW-NB15: A comprehensive data set for network intrusion detection systems,

Reference 17

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raw_fallback, observed 2026-08-07T05:09:46.679497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.874544Z digest=sha256:31c6f3ac0fcb65a788d1d2908ab00612d284a254b41d6b7ab2e57f606550c302

Observation 277f6885-0eac-4544-99cf-7e4cbb7ab005 · outbound

This paper cites Toward generat- ing a new intrusion detection dataset and intrusion traffic characteri- zation,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Toward generat- ing a new intrusion detection dataset and intrusion traffic characteri- zation,

Reference 18

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raw_fallback, observed 2026-08-07T05:09:46.669898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.881460Z digest=sha256:26149eb2dd3a28d2da4b79a5c11495ccf6ae735366cebb11d0d18f168a6b0b43

Observation cc0d7028-3d44-459b-8783-4cdb7a4e7db9 · outbound

This paper cites Errors in the cicids2017 dataset and the significant differences in detection performances it makes,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Errors in the cicids2017 dataset and the significant differences in detection performances it makes,

Reference 19

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raw_fallback, observed 2026-08-07T05:09:46.658720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.926404Z digest=sha256:f84699a30d2e4938037af76356b0aabfd1aaad08452c20a5639d6acdb881b1eb

Observation 4d66fb73-916d-4f6a-b2db-74c67cae8eac · outbound

This paper cites Distiller: En- crypted traffic classification via multimodal multitask deep learning,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Distiller: En- crypted traffic classification via multimodal multitask deep learning,

Reference 20

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raw_fallback, observed 2026-08-07T05:09:46.647175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:43.984335Z digest=sha256:3c6c0a16308c6bf942a5c7888a09d51937bb1c86000a067f455bff5f843ea865

Observation f9bb7f51-fabd-4374-83c6-0bf359fc0901 · outbound

This paper cites A comprehensive survey for iot security datasets taxonomy, classification and machine learning mechanisms,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A comprehensive survey for iot security datasets taxonomy, classification and machine learning mechanisms,

Reference 21

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unresolved
no resolver link, observed 2026-08-07T05:09:44.039944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:09:44.039944Z digest=sha256:f0b13e6c7834ab9d6b6b3db62f54a54cf21e051c783358f86f69f7c5c6942156

Observation 5d94005f-ccab-42bb-bdf4-f1410de0b5d1 · outbound

This paper cites Network intrusion datasets: A survey, limitations, and recommendations,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Network intrusion datasets: A survey, limitations, and recommendations,

Reference 22

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raw_fallback, observed 2026-08-07T05:09:46.635328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.129633Z digest=sha256:1173e22e82fa916df6d21046d4ded13cc6004b4fe4865829cb8394e3ba586fc0

Observation 7dfc1691-af7a-4562-85b3-c175f6c45ab2 · outbound

This paper cites Fine-grained TLS services classification with reject option,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Fine-grained TLS services classification with reject option,

Reference 23

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raw_fallback, observed 2026-08-07T05:09:46.624157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.200238Z digest=sha256:68354fe9593ceea31a3d4d0c1901e778b4cf604b2fb4759e4d3fbef02e7593f2

Observation 7edfc972-ad2f-43bc-ba6f-22abf0cc024f · outbound

This paper cites CESNET-QUIC22: A large one-month QUIC network traffic dataset from backbone lines,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? CESNET-QUIC22: A large one-month QUIC network traffic dataset from backbone lines,

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.340471Z digest=sha256:846cb23a81c9045ebf5f200a82ecd449062a3416eb2972df474d33af867091b1

Observation fc05a895-235f-449b-ab5b-a0414c3cc8ef · outbound

This paper cites MIRAGE: Mobile-app traffic capture and ground-truth creation,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? MIRAGE: Mobile-app traffic capture and ground-truth creation,

Reference 25

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raw_fallback, observed 2026-08-07T05:09:46.612403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.397423Z digest=sha256:b72c652835060aed0d12e19af17b76d3a937d109a60105c1dcec94f07d1ec835

Observation 338e903c-afa4-4220-88df-3ffa3db17fad · outbound

This paper cites Contextual counters and multimodal deep learning for activity-level traffic classification of mobile communication apps dur- ing COVID-19 pandemic,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Contextual counters and multimodal deep learning for activity-level traffic classification of mobile communication apps dur- ing COVID-19 pandemic,

Reference 26

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raw_fallback, observed 2026-08-07T05:09:46.601090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.453495Z digest=sha256:5023c080fad6e5e4ed0aedec965c5c24060d35ed34ad70a389bd8868b87fd408

Observation 32159c8d-41b0-4d0e-bff4-456dc7a4f3ad · outbound

This paper cites UTMobileNetTraf- fic2021: A labeled public network traffic dataset,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? UTMobileNetTraf- fic2021: A labeled public network traffic dataset,

Reference 27

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raw_fallback, observed 2026-08-07T05:09:46.589300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.520056Z digest=sha256:283b1331833a46617b9e44e61afadc8c912efb855d8e4f905a9eeecd2cdc2b36

Observation 19e288dd-2235-4f20-8855-e43423e086b5 · outbound

This paper cites How to achieve high classification accuracy with just a few labels: A semi-supervised approach using sampled packets,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? How to achieve high classification accuracy with just a few labels: A semi-supervised approach using sampled packets,

Reference 28

Resolution
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raw_fallback, observed 2026-08-07T05:09:46.577056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.589305Z digest=sha256:1e6323101ac57be44347e3d4c71640013e309db7f25bcc2ecc49f0ce56547666

Observation 08d50f8a-919a-443a-b166-482671a9d037 · outbound

This paper cites App- classnet: A commercial-grade dataset for application identification re- search,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? App- classnet: A commercial-grade dataset for application identification re- search,

Reference 29

Resolution
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raw_fallback, observed 2026-08-07T05:09:46.563903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.644666Z digest=sha256:10011067c0e079b535efaab83e7f0c9778eac083927aa7d9aafddb487c168e4c

Observation 3c420154-d69d-4d5f-b521-6ea125c45689 · outbound

This paper cites Edge-IIoTset: A new comprehensive realistic cyber security dataset of iot and iiot applications for centralized and federated learning,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Edge-IIoTset: A new comprehensive realistic cyber security dataset of iot and iiot applications for centralized and federated learning,

Reference 30

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raw_fallback, observed 2026-08-07T05:09:46.551939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.701134Z digest=sha256:c19f39b3a365621063c0f85464bc5b970868303436f632c6f6d9f542e994ac45

Observation ee388953-da54-4d5b-a779-096853e24373 · outbound

This paper cites Detection of doh tunnels using time-series classification of en- crypted traffic,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Detection of doh tunnels using time-series classification of en- crypted traffic,

Reference 31

Resolution
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raw_fallback, observed 2026-08-07T05:09:46.540334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.769602Z digest=sha256:208a87ad24f34e7556ba30728bc5a50c36a93a88e432ac15e3553266e1526b4a

Observation 61c4915f-4f9f-4c1c-a98f-887c38c12fd9 · outbound

This paper cites Optuna: A next-generation hyperparameter optimization framework,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Optuna: A next-generation hyperparameter optimization framework,

Reference 32

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unresolved
no resolver link, observed 2026-08-07T05:09:44.827183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:09:44.827183Z digest=sha256:41df306f364f851179312a92279d1ef27455785629cb9e2e0186ec79a6cac598

Observation affa2441-9994-4595-ad31-c739b25da2be · outbound

This paper cites Improving performance, reliability, and feasibility in multimodal multitask traffic classification with xai,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Improving performance, reliability, and feasibility in multimodal multitask traffic classification with xai,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.527154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:44.871165Z digest=sha256:4f86a720d65c294e83ea2a39aba39444909759fe6c7c0fe4fce6d5e909b883b9

Observation 495cc6bf-a95c-48aa-854a-169a0482cafa · outbound

This paper cites Billion-scale similarity search with GPUs,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Billion-scale similarity search with GPUs,

Reference 34

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unresolved
no resolver link, observed 2026-08-07T05:09:44.951534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:09:44.951534Z digest=sha256:160ac8bbcf17085156c9e09a12da5e71697ea6cd27ff9379f9766c0d918e98e5

Observation 5f46d6da-1ac4-40c0-82a4-b5ebe92d7db9 · outbound

This paper cites Encrypted traffic classifica- tion: the QUIC case,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Encrypted traffic classifica- tion: the QUIC case,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.506846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.000914Z digest=sha256:045a695ce12d71553b1ad8eb14780014f876400b459b0662d2f6a5b8b0a7cced

Observation 330ae789-b553-4923-995b-cd118a46d51a · outbound

This paper cites A lightweight, efficient and explainable-by-design convolutional neural network for internet traffic classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? A lightweight, efficient and explainable-by-design convolutional neural network for internet traffic classification,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.494787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.062354Z digest=sha256:dd422fef83c57d0cbac4d93d15c32cc3cb9cd733b45f4d423c6bcdb218d159b3

Observation 211fe78a-7b2b-475a-a916-3f11143099d7 · outbound

This paper cites Replication: Contrastive learning and data augmentation in traffic classification using a FlowPic input representation,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Replication: Contrastive learning and data augmentation in traffic classification using a FlowPic input representation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.482613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.112738Z digest=sha256:ebc07bce47dea4f33361f05f6d0600f6239eae27c65a2154a5e59213cbf7fe35

Observation cbd04195-8374-48f8-9443-ae26983fdada · outbound

This paper cites Network traffic classification based on single flow time series analysis,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Network traffic classification based on single flow time series analysis,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.469114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.175166Z digest=sha256:e131e07f7d0d1410e2db4ba3e65cce2f6aff032b04cc892468de497db04293e6

Observation 4d04b530-b0b5-4a72-888f-f93a562d4c8b · outbound

This paper cites Nettisa: Extended ip flow with time-series features for universal bandwidth- constrained high-speed network traffic classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Nettisa: Extended ip flow with time-series features for universal bandwidth- constrained high-speed network traffic classification,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.457767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.241338Z digest=sha256:ab833cb0495eaf7299a16eb0294baf94aade0e248aebb07f802c123938621ad9

Observation 868a609f-602d-4af4-8059-a7fdf236c370 · outbound

This paper cites Identifying malicious dns tunnel tools from doh traffic using hierar- chical machine learning classification,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Identifying malicious dns tunnel tools from doh traffic using hierar- chical machine learning classification,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.444818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.303017Z digest=sha256:62c1487c2b54cc51e8a95a2c182edf6c52de188ea202b0d054d951486a87fcc0

Observation 80d8f718-67ae-4282-bad4-26cf537a85a1 · outbound

This paper cites Rosetta: Enabling robust tls encrypted traffic classification in diverse network environments with tcp-aware traffic augmentation,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Rosetta: Enabling robust tls encrypted traffic classification in diverse network environments with tcp-aware traffic augmentation,

Reference 41

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:09:45.780028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.364278Z digest=sha256:95ee89d416dd8fa9df312b46a05fbad472df7e2b424c9bf25850e059bb68c89c

Observation a7df4ff3-3e0e-4ae4-a5fb-4692dcea486d · outbound

This paper cites Establishing data provenance for responsible artificial intelligence systems,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Establishing data provenance for responsible artificial intelligence systems,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.432724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.412189Z digest=sha256:cd0da4cf52a13d10d44c38abe57dbb639cd53bb95b732d9ef88e727f9f13bc35

Observation 949fc69a-c720-49be-8431-78f7121be243 · outbound

This paper cites Dns over https detection using standard flow telemetry,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Dns over https detection using standard flow telemetry,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.421760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.463081Z digest=sha256:194012283300af7a476dc96a8cfd5044ddc15d714ba883c9f35a6e6ec3c54ee5

Observation 653fe40c-c0d1-4fba-adcf-9cab51d41fd1 · outbound

This paper cites Comparative analysis of dns over https detectors,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Comparative analysis of dns over https detectors,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.409026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.503751Z digest=sha256:c0c4cd2e8a1f1e5b36e0b27a6bfeae3d4f3d12b4e039412c72c0d421b7a0624f

Observation 16e1a0b1-b646-4015-8db3-462b8d3978ed · outbound

This paper cites Cesnet-timeseries24: Time series dataset for network traffic anomaly detection and fore- casting,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Cesnet-timeseries24: Time series dataset for network traffic anomaly detection and fore- casting,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.396565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.544648Z digest=sha256:4378d840763e84fdea65f6a877104e718d450b081aa24e5547e078bd6c25dc6d

Observation 7b023b3c-f100-4e99-9ad4-024036f93495 · outbound

This paper cites Decrypto: Finding cryptocurrency miners on isp networks,.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Decrypto: Finding cryptocurrency miners on isp networks,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:09:46.384276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:09:45.585807Z digest=sha256:7564bb213e99eca45a12f033d5ecf22d45de57f337a1761853505cb7e0f78d4c

Observation 466178c3-0f03-4b66-8b11-c632cf7cfe5f · outbound

This paper cites Available: https://doi.org/10.1016/j.comnet.2022.

When Simple Model Just Works: Is Network Traffic Classification in Crisis? Available: https://doi.org/10.1016/j.comnet.2022

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:09:44.270288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:09:44.270288Z digest=sha256:43970eb059d3d5996b356c4833133213a52269b0be037ca65e74418bebbad442

Pith citing papers

Observation 4fe39ba7-f2b2-43a2-8f13-989e6b54572c · inbound

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification cites this paper.

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification When Simple Model Just Works: Is Network Traffic Classification in Crisis?

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-03T23:29:02.113632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T22:20:11.201288Z digest=sha256:92d1d93b1aa2732442dcefff18ec0435f6c17b5f1311bf5ac37e75867a64d5f0

Observation 7649d442-fbb5-41c7-854f-5c365979fe52 · inbound

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification cites this paper.

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification When Simple Model Just Works: Is Network Traffic Classification in Crisis?

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:55:30.644145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-01T07:53:04.274624Z digest=sha256:0c75362461a068b60bc8b80fb3fb1d17e2c3d8301e8b01e9ef8bab21f5d5d49f

Observation 32b6ff53-f11e-4be9-9f83-e209f9631e6a · inbound

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification cites this paper.

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification When Simple Model Just Works: Is Network Traffic Classification in Crisis?

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T04:46:11.014653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:46:11.014653Z digest=sha256:a0910fa8a8ed4ddb1129c082dfde3cc91463bbc60e1620c44b71bc377d8402b2