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Paper Citation Record · LEDGER

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild

As of 10 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2608.07451.

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

pith.paper-citation-record.v1
2608.07451 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:29:04.388297Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

62 of 62 outbound references displayed

  • verified exact3
  • verified fuzzy50
  • unresolved8
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation deef6a65-e6aa-4e30-9900-872b4d9f8f71 · outbound

This paper cites Top Phishing Statistics for 2023: Latest Figures and Trends,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Top Phishing Statistics for 2023: Latest Figures and Trends,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.349092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.177950Z digest=sha256:1d3ca06604590489126f5d24e778541d9189c2a39e0f65ea3ac557636d4eef06

Observation e5796a80-8f02-4cfd-9afa-71183e12b88f · outbound

This paper cites 2023 Phishing Report Reveals 47.2% Surge in Phishing At- tacks Last Year,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild 2023 Phishing Report Reveals 47.2% Surge in Phishing At- tacks Last Year,

Reference 2

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.340104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.182160Z digest=sha256:a30b08f1e983d276dd8c28a75fed1af63febee68d459600b1f38d25996e82a42

Observation 7f4a0d5a-4e69-4f52-bb2c-5c519a81fccd · outbound

This paper cites New Phishing-as-a-Service Platform Lets Cybercriminals Generate Convincing Phishing Pages,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild New Phishing-as-a-Service Platform Lets Cybercriminals Generate Convincing Phishing Pages,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.331057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.186075Z digest=sha256:60c628ac3b944118b47030783c128002520a04418214c2298340052cc1a7c17a

Observation fe0e1242-12a6-485e-adb8-f731bc2c1d05 · outbound

This paper cites Researchers Uncover Thriving Phishing Kit Market on Telegram Channels,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Researchers Uncover Thriving Phishing Kit Market on Telegram Channels,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.321731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.189741Z digest=sha256:5911d3cadd019549a46fb99718197ecf40c965687a569f42d7f18cf9a850d15d

Observation b58bb743-91e4-40b0-abaf-4017529dcf44 · outbound

This paper cites Phishing as a service continues to plague business users,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phishing as a service continues to plague business users,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.312550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.193524Z digest=sha256:85fc62e5ad19cd21a72b68fccd3f028f20e29ebcd1a2dd9bd34dc51c0915637c

Observation 077ae5b0-bf86-4a15-bfa2-3310e4d87060 · outbound

This paper cites A machine-learning based unbiased phishing detection approach,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild A machine-learning based unbiased phishing detection approach,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.303384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.197131Z digest=sha256:530e6b59923c71422276a5cc4ec6ffab23f6b8e8b81d901fdcb1d53f790b3f4b

Observation c7f9e462-88e4-4765-bd20-0dafa508f18e · outbound

This paper cites Survey and taxonomy of adversarial reconnaissance techniques,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Survey and taxonomy of adversarial reconnaissance techniques,

Reference 7

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.294220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.200972Z digest=sha256:3491bb7df3842e9a8f78b530e3b55c666c2de559fdd02b68eb8da7d437c1e210

Observation 17bc7bc7-e337-4322-9b74-65edf8b5f2b0 · outbound

This paper cites Adversarial autoencoder data synthesis for enhancing machine learning- based phishing detection algorithms,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Adversarial autoencoder data synthesis for enhancing machine learning- based phishing detection algorithms,

Reference 8

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.285076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.204556Z digest=sha256:c53f935f727b3f6160b04680a643ec0bdc2eed9362808dd05c18fe54a38020e4

Observation 2397178a-d3fd-4bf5-ae67-a1e61c7434e1 · outbound

This paper cites Knowledge ex- pansion and counterfactual interaction for{Reference-Based}phishing detection,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Knowledge ex- pansion and counterfactual interaction for{Reference-Based}phishing detection,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.275420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.208218Z digest=sha256:f71d7deac88e4091a1fefe02ee49447fab50cdc0d9b23d2c8f72f7fe45fc30b9

Observation 027217f7-fc47-4e50-b2d6-8588227d81de · outbound

This paper cites Spacephish: The evasion- space of adversarial attacks against phishing website detectors using machine learning,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Spacephish: The evasion- space of adversarial attacks against phishing website detectors using machine learning,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.266125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.211575Z digest=sha256:3cc634082d6a9db208454a07805d15ca320ae53301d4d67f26436998904c0727

Observation 088461a6-457d-4b5a-9060-a5b2bb3bdd69 · outbound

This paper cites Uncovering the cloak: A systematic review of techniques used to conceal phishing websites,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Uncovering the cloak: A systematic review of techniques used to conceal phishing websites,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.256886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.215011Z digest=sha256:534a155a134dba0aa71097b97cd15dd73375e2f6d97a2a332ca7a6a97b142882

Observation 298be735-96c4-4762-8a0e-e6af91701fd3 · outbound

This paper cites Crawlphish: Large-scale analysis of client-side cloaking techniques in phishing,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Crawlphish: Large-scale analysis of client-side cloaking techniques in phishing,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.247197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.218564Z digest=sha256:80b5727642073678c40b7447b7cc526e2586ce95ca9b2d7525a75d36307fbf82

Observation 019ca066-6b3f-411f-8c7b-f346553ee101 · outbound

This paper cites Stargazer: Long-term and multiregional measurement of timing/geolocation-based cloaking,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Stargazer: Long-term and multiregional measurement of timing/geolocation-based cloaking,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.237749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.222113Z digest=sha256:745eaca001cc13547d6cc9be313b6f8695e57f5d788bb042be0a53f95bc7b1dc

Observation 2062c932-31a9-41a7-a1e8-60311548eaf5 · outbound

This paper cites I’m spartacus, no, i’m spartacus: Proactively protecting users from phishing by inten- tionally triggering cloaking behavior,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild I’m spartacus, no, i’m spartacus: Proactively protecting users from phishing by inten- tionally triggering cloaking behavior,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.228702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.225478Z digest=sha256:26cff9a881b6c805a3f5fba7ed8ae3ffd2673587928c1619d65b3c7f147b777b

Observation 29145fb6-48c6-40ab-a0db-9bf4dcc5b09b · outbound

This paper cites OpenPhish.com,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild OpenPhish.com,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.219405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.228871Z digest=sha256:c1a52f44471702ef918f7e57fcdabf673c1abb26fafb29ed1dbba06dee1c0ae3

Observation 733c39c2-a3a2-40cf-ae18-da5bb0d75205 · outbound

This paper cites Phishhunt.io,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phishhunt.io,

Reference 16

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.210503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.232201Z digest=sha256:039f8dd2753203df6bfd2b08736f612a7307d4322e9e15db79efa24b32ddb0e8

Observation 1462b867-3659-4ad7-807e-c9809b09360b · outbound

This paper cites Phishing kits collected from phishunt,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phishing kits collected from phishunt,

Reference 17

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.200926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.235487Z digest=sha256:fd9023f554237102be12ceb60144400dbcfc59844e9d8fc3d4c508af13ba9481

Observation dcf2743e-d6cd-4f70-b195-29bf6b79d4ac · outbound

This paper cites Google Chrome Privacy Whitepaper,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Google Chrome Privacy Whitepaper,

Reference 18

Resolution
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raw_fallback, observed 2026-08-10T04:29:05.191760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.238636Z digest=sha256:a78ec80d1bb3ffcec283d54371f0b65592222c267040fcd926e3f32806d39c26

Observation a14d86f6-2548-45fb-a744-31a4454ea7f2 · outbound

This paper cites There is no free phish: An analysis of.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild There is no free phish: An analysis of

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.182153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.241831Z digest=sha256:605e1b1839b9d061294d60ae16f078c070e72a82de744393efe4f49b626c7646

Observation 3a25050c-863d-4959-a911-3fcba90a8cc1 · outbound

This paper cites Phisheye: Live monitoring of sandboxed phishing kits,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phisheye: Live monitoring of sandboxed phishing kits,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.172770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.245179Z digest=sha256:33365428f642fc112731cd37ae90a59b8ecda69886b07e48f334e9a347e971e5

Observation d9345572-2919-4ac6-852d-0ddfebf99240 · outbound

This paper cites Catching phishers by their bait: Investigating the dutch phishing landscape through phishing kit detection,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Catching phishers by their bait: Investigating the dutch phishing landscape through phishing kit detection,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.163622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.248534Z digest=sha256:0e420f4c121c6973a1b38d0e4cb21bc253d9ba2e26a5bf28482e92e6d29eaaef

Observation bcbc121f-10bc-4d7b-9785-534ac280c92b · outbound

This paper cites Catching phishers by their bait: Investigating the dutch phishing landscape through phishing kit detection,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Catching phishers by their bait: Investigating the dutch phishing landscape through phishing kit detection,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.154592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.251796Z digest=sha256:c497886eef29845cf9edfd13004d7fc5a989b982624bc16d30eb07a4d849f0b3

Observation a680b892-4b3f-4564-aa08-9317756a4fc1 · outbound

This paper cites What happens after you leak your password: Understanding credential sharing on phishing sites,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild What happens after you leak your password: Understanding credential sharing on phishing sites,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.255155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.255155Z digest=sha256:42031ef282ffdaad1fabe1e51b0cd0ac41156b5bc419bf23d2c592d46714fbbd

Observation a43f48a6-ec3a-4965-a1f0-6e5709e1e276 · outbound

This paper cites Telegram Bot Platform,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Telegram Bot Platform,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.145379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.258557Z digest=sha256:086278ecac3f5a4d534191e8fa2c9014a905c55a45c8f37c615ecc9db30153b6

Observation 516d0d5e-9be7-45af-b152-069c890c61e0 · outbound

This paper cites Ev- eryone is Different: Client-side Diversification for Defending Against Extension Fingerprinting,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Ev- eryone is Different: Client-side Diversification for Defending Against Extension Fingerprinting,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.136449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.261690Z digest=sha256:c28e528aac465eaea0dd152ea48ca2f51eba760dddfc0f605dedf59f152dcf43

Observation 3633abf2-e237-4188-90d7-4d72ae637fad · outbound

This paper cites Uncovering cloaking web pages with hybrid detection approaches,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Uncovering cloaking web pages with hybrid detection approaches,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.126846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.265116Z digest=sha256:58cc064fa4eb445c580754dfdbe230c60848e6c2475ccb591067a0a894d0b67f

Observation a55d0412-f7c4-4493-97e8-32d1e3ff8c40 · outbound

This paper cites Cloaker Catcher: A Client-based Cloaking Detection System.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Cloaker Catcher: A Client-based Cloaking Detection System

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:29:04.782815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.268284Z digest=sha256:ad35ea3daca9a5a4afdd38822021482e574848af0ec83038d9ca8631bf9227d1

Observation 879f329a-dd51-42dc-8df5-a82935bce1d5 · outbound

This paper cites Surveylance: Automatically detecting online survey scams,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Surveylance: Automatically detecting online survey scams,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.117805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.271992Z digest=sha256:70f600a18f6da97e3f1ef8df30c85a90d6a64b53099b5aa556e22c03e30e9baa

Observation 83ae8e2d-2fd9-40d9-b2c9-bc3a62c0637d · outbound

This paper cites Dial One for Scam: A Large-Scale Analysis of Technical Support Scams.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Dial One for Scam: A Large-Scale Analysis of Technical Support Scams

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:29:04.767810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.275303Z digest=sha256:2650c593ee1d14e87e9739a09b326ffc46bc219fc86bbffea07472241a46bbb9

Observation ddb5da24-e2b1-4580-9f97-15240ae30662 · outbound

This paper cites Google Safe Browsing,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Google Safe Browsing,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.108309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.278944Z digest=sha256:5cfa3494d9f5708711e272cbd0c6c4d442584c7cfe3f6b93124e772b646fb563

Observation 98e735f2-bb90-4248-a740-536f3c4998f3 · outbound

This paper cites Spectral Embedding of Graph Networks.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Spectral Embedding of Graph Networks

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:29:04.751468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.282236Z digest=sha256:99ec4ba0411448f93d0a7457f5e14adc1e61f5773a9810f9f2319755c428247c

Observation 3ea1baad-ffda-42be-bb44-0c0ca3e816f2 · outbound

This paper cites node2vec: Scalable Feature Learning for Networks.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild node2vec: Scalable Feature Learning for Networks

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.285773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.285773Z digest=sha256:ff2858da6b138d0730e2ef4621c4055696c23067b77d68133ee64c02f9d54d3e

Observation 1cb30b2e-4c1a-4d12-81e7-65f28b049207 · outbound

This paper cites Graph Neural Networks: A Review of Methods and Applications.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Graph Neural Networks: A Review of Methods and Applications

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.289404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.289404Z digest=sha256:a4896be9fc685ff237e61810060c7cf63edfb668180d5902399fbe2fa7a0915c

Observation b08ed5a2-cb86-4b37-8e12-dc84580d3a43 · outbound

This paper cites an unresolved cited work.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Unresolved cited work

Reference 34

Resolution
malformed identifier
no resolver link, observed 2026-08-10T04:29:04.292962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.292962Z digest=sha256:a8be6cbc49287fe119be99d2ce4f28a9aa84a664c154d46ca79cb13a61ad3446

Observation c71ca46a-93e0-4e27-9381-488d41bb131d · outbound

This paper cites A lustrum of malware network communication: Evolution and insights,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild A lustrum of malware network communication: Evolution and insights,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.098413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.296314Z digest=sha256:eac492203619adb9099ee3999fcfd0d9a1b3567681042af96aa6caa77d4d2557

Observation 670145bf-914c-4ab2-9cfe-557cc2599e96 · outbound

This paper cites SimilarWeb,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild SimilarWeb,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.089278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.299564Z digest=sha256:8f981fb566fe2a54b5e4b4e42380776e47cecaeb0d17c05ae3ec1b2a0060ab31

Observation ed51feb1-c4f3-49de-abe1-f03fef4854bc · outbound

This paper cites Social engineering attacks: A survey,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Social engineering attacks: A survey,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.080291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.303208Z digest=sha256:4c84e21a8560927e9cd360cca59408a3c18fb8b1f70521e35ff5234607b6f082

Observation 609c85f2-7e60-41a3-9327-c55e860e7960 · outbound

This paper cites An overview of social engineering malware: Trends, tactics, and implications,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild An overview of social engineering malware: Trends, tactics, and implications,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.071279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.306461Z digest=sha256:98c0ac68297e72ac47c193fca88a897828f15261f4b0c7a871a4550950284a5f

Observation 7e5106b1-bca2-443b-bc25-46c500166f71 · outbound

This paper cites Measuring Pay-per-Install: The commoditization of malware distribution,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Measuring Pay-per-Install: The commoditization of malware distribution,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.061983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.309798Z digest=sha256:6682f86aee50b32d4ce3a522cac4b75b360b1a5a706f51cf199c49c1c1f8b970

Observation baa431d0-e8d3-4f83-9518-30e7eba432ce · outbound

This paper cites The dropper effect: Insights into malware distribution with downloader graph analytics,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild The dropper effect: Insights into malware distribution with downloader graph analytics,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.312934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.312934Z digest=sha256:3269fcff6e11de4ce0bc3b89928ad82f3016da5ca65c496700fee847de948ea6

Observation 8e920d0a-1c6d-4216-9499-8324bac1abb8 · outbound

This paper cites Real-time detection of malware downloads via large-scale url->file->machine graph mining,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Real-time detection of malware downloads via large-scale url->file->machine graph mining,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.316341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.316341Z digest=sha256:8ed32c25108e14debc0741399f646a8310fb263ac95a0da496cb19e341d91f03

Observation 6b15fe99-46ea-471f-b631-80e3e94da2b0 · outbound

This paper cites An End-to-End Analysis of Covid-Themed Scams in the Wild,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild An End-to-End Analysis of Covid-Themed Scams in the Wild,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.052646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.319583Z digest=sha256:32f742aed2abcef763e161a9e86a47682de8dc9a985ac123902f10f0b899b47c

Observation b692b439-0451-4fe4-8138-f6251f04148c · outbound

This paper cites Constructs of deceit: exploring nuances in modern social engineering attacks,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Constructs of deceit: exploring nuances in modern social engineering attacks,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.043486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.322823Z digest=sha256:5e6be7bd9838472690684855223f4209c30165fe1d5997f9135843901ab3b261

Observation 2a01df12-fa67-429b-9330-edc0bf7d2a0c · outbound

This paper cites Cloak of visibility: Detecting when machines browse a different web,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Cloak of visibility: Detecting when machines browse a different web,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.034179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.326094Z digest=sha256:8e67374749136b62224040e328140e28a33f17a25bb21802de799825f919b6b0

Observation 1a49f604-eaa7-43f3-a876-789e5b0a7b87 · outbound

This paper cites Inside a phisher’s mind: Understanding the anti-phishing ecosystem through phishing kit analysis,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Inside a phisher’s mind: Understanding the anti-phishing ecosystem through phishing kit analysis,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.024448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.329458Z digest=sha256:42cdfe0871c783fbdd6ed258dc2d9e30470b4c9871c5230efdba0d896d536ad9

Observation 0c32814a-7e5e-4f95-b49c-c34cff8d365b · outbound

This paper cites Phishfarm: A scalable framework for measuring the effectiveness of evasion techniques against browser phishing blacklists,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phishfarm: A scalable framework for measuring the effectiveness of evasion techniques against browser phishing blacklists,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.013980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.332687Z digest=sha256:9a22575ad30bf195b60270122b4de7d6e4c8e56d855021356063282ee13ea51a

Observation 7c7eb1db-eaca-42f6-bc34-362d9aa2a479 · outbound

This paper cites A good fishman knows all the angles: A critical evaluation of google’s phishing page classifier,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild A good fishman knows all the angles: A critical evaluation of google’s phishing page classifier,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.336498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.336498Z digest=sha256:7f6e49a68d00dba4056064f67ade4478d10356191ecd3849313d4d060cb9865c

Observation 324aa4e4-6b56-4ce3-b8ee-074ec28d2664 · outbound

This paper cites Cookieless Monster: Exploring the Ecosystem of Web-Based Device Fingerprinting,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Cookieless Monster: Exploring the Ecosystem of Web-Based Device Fingerprinting,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.339916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.339916Z digest=sha256:36057d1f186c1f3560f9c35c5ab800894bac5c66527282e836e20dd2d4fd8999

Observation c245f974-24b6-48d7-a4f3-9d030290052d · outbound

This paper cites ”How Unique Is Your Web Browser?.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild ”How Unique Is Your Web Browser?

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:05.002684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.343494Z digest=sha256:138fc134c689f346a244acec5787ad3abbed60a66c6590b09a6bb0e5166398f5

Observation d359900b-d0c9-4f94-b658-652bf4d88779 · outbound

This paper cites Device fingerprinting for augmenting web authentication: Classification and analysis of methods,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Device fingerprinting for augmenting web authentication: Classification and analysis of methods,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.990906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.347641Z digest=sha256:cd6cefa0e5c21e27f9c282ef4ff674361655f6468ab632490f0bab68d11f40fb

Observation 0b0e387a-3ad3-43dc-8712-c389886a98bf · outbound

This paper cites The web never forgets: Persistent tracking mechanisms in the wild,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild The web never forgets: Persistent tracking mechanisms in the wild,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.979361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.350843Z digest=sha256:f48b0378f6c44c2cd5d31ee1b8dca1ab78ab0170f2dedcca9cc32aae368599c3

Observation 06ac546b-ab87-41cd-af00-e396e461fc42 · outbound

This paper cites Cloak of visibility: Detecting when machines browse a different web,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Cloak of visibility: Detecting when machines browse a different web,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.966848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.354087Z digest=sha256:f29bbdff637ccb48560ad2062ca664c4a6299f78e555e02eff80c10e62cf1fa4

Observation 81c9b857-087b-4c9b-9117-68a161975919 · outbound

This paper cites Understanding, measuring, and detecting modern technical support scams,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Understanding, measuring, and detecting modern technical support scams,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.955874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.357613Z digest=sha256:77e9864f3f16bd2b1dd40dce0f11bf5a2f639122ec14f2befea53bd45da11f5d

Observation e1af760b-bafe-4c20-ba4c-231a26d4d4fa · outbound

This paper cites A comprehensive study cyber attacks and countermeasures,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild A comprehensive study cyber attacks and countermeasures,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.945964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.360842Z digest=sha256:abf9a22f618b5ce07ddb3ba150750ba4abde4b688b90eb8f1cc6ab10b2aab479

Observation 4fe64170-4f0e-474d-a46e-f74cf0aca32e · outbound

This paper cites Phish- ing attacks in social engineering: A review.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Phish- ing attacks in social engineering: A review

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.934302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.364115Z digest=sha256:f05aa245b7e2547e64fd98ae9f32723d2aba0af1c54dfe638f64e25ce948ef3e

Observation 1e72f4fe-58ca-49d9-8a61-4ae12e9ba3cc · outbound

This paper cites Large-scale analysis of pop-up scam on typosquatting urls,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Large-scale analysis of pop-up scam on typosquatting urls,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.923414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.367705Z digest=sha256:de34f0773e41b88dc4b374db807c63cff96cd4eefad98b37052faeee0e9ebfb8

Observation e5ff8eec-427e-487b-8564-064495781555 · outbound

This paper cites Beyond phish: Toward detecting fraudulent e-commerce websites at scale,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Beyond phish: Toward detecting fraudulent e-commerce websites at scale,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.909967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.371117Z digest=sha256:8bfee650c749db1951455f1af230bc4635f1698e81da14ba25f616c480dad364

Observation 66c61fa6-d214-4497-95d5-9091d314af98 · outbound

This paper cites Understanding the domain registration behavior of spammers,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Understanding the domain registration behavior of spammers,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T04:29:04.374735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:29:04.374735Z digest=sha256:3b728416ccf2b02029dcd5083b7023dd4309047c774a891c26f2fd5b83bd50b6

Observation 11e3d620-c859-402a-abd0-bd79966c3b5b · outbound

This paper cites A framework for detection and measurement of phishing attacks,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild A framework for detection and measurement of phishing attacks,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.898191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.378011Z digest=sha256:ea53db4fb9afd9f5182bc99cd748d566fe6cca782c23fa242924f0cf97d5a85d

Observation 9c285e44-0225-48b9-91ec-903052d28526 · outbound

This paper cites Techniques and solutions for addressing ransomware attacks,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Techniques and solutions for addressing ransomware attacks,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.886227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.381396Z digest=sha256:fd784e38e50fbfd07af25fdbb5295f1fff224cd60cedb686a0dc5f8e1542e6f0

Observation 008d6ce5-0482-45c5-8127-caf69c44a2df · outbound

This paper cites Devphish: Exploring social engineer- ing in software supply chain attacks on developers,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild Devphish: Exploring social engineer- ing in software supply chain attacks on developers,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.874741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.384849Z digest=sha256:a9920ca47b79739937aadc27f30969f57efb747d548febe5dd79257e3e37a17c

Observation ffc182ac-dad1-40fb-b2f1-1ec941d46d88 · outbound

This paper cites The shift and surge of phishing during the covid-19 pandemic: An analysis of over 1100 targeted top-level domains used by dutch firms,.

An Analysis of Architectural and Operational Dynamics of Phishkits in the Wild The shift and surge of phishing during the covid-19 pandemic: An analysis of over 1100 targeted top-level domains used by dutch firms,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:29:04.863713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:29:04.388297Z digest=sha256:8f7b0a5fcdd77cbe4b709f86760adbd266d19e2516ae1f7d0388f5db7cf811cb

Pith citing papers

No inbound Pith citation observations are available.