PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants | Paper Citation Record

Observation 2df6c974-4b89-44be-bb7a-61771cc04b82 · outbound

This paper cites Ransomware, extortion and the cyber crime ecosystem,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Ransomware, extortion and the cyber crime ecosystem,

Reference 1

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Observation 67292eda-f240-4139-945a-8cf90700337d · outbound

This paper cites Phishing activity trends report.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishing activity trends report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:19.524717Z

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Observation 5d9b8c3d-a30f-468b-a37a-a25b875cb80e · outbound

This paper cites 2023 data breach investigations report dbir.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants 2023 data breach investigations report dbir

Reference 3

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Observation 4861ada2-3551-4931-9a6e-1af613012e91 · outbound

This paper cites Proofpoint’s 2023 state of the phish report.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Proofpoint’s 2023 state of the phish report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:19.757328Z

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Observation 5e3514f0-053f-4b1b-a7ce-57b026c61602 · outbound

This paper cites Top phishing statistics for 2024: Latest figures and trends.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Top phishing statistics for 2024: Latest figures and trends

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:19.919041Z

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This paper cites an unresolved cited work.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Unresolved cited work

Reference 6

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Observation ab182e93-1561-469e-baa2-6b685674916e · outbound

This paper cites an unresolved cited work.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Unresolved cited work

Reference 7

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Observation 71e6b25d-1a12-4289-b016-92675c50c4e5 · outbound

This paper cites an unresolved cited work.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.085512Z

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Observation 17dedf92-25fb-44bb-9433-3aded1f126a9 · outbound

This paper cites Kucherawy, E.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Kucherawy, E

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.190534Z

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Observation 8763ddad-114d-4b6a-b946-fa7b016c0e08 · outbound

This paper cites an unresolved cited work.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.265348Z

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Observation e81ed4c6-4d44-4c6e-b5f3-0b41ddce907b · outbound

This paper cites [Online].

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants [Online]

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.353734Z

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Observation 24f0e5b5-5ace-46dc-9f84-5237ada81460 · outbound

This paper cites (2024) Trend micro cybersecurity solutions.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants (2024) Trend micro cybersecurity solutions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.455618Z

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Observation 19a4773b-6c1a-4ec9-a7dc-fd08dbfc718f · outbound

This paper cites Detecting and characterizing lateral phishing at scale,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting and characterizing lateral phishing at scale,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.602893Z

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Observation 201fbb05-e7f2-47da-92de-257c07db63d2 · outbound

This paper cites High precision detection of business email compromise,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants High precision detection of business email compromise,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.676386Z

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Observation fc826e0f-0c21-4007-b17b-9c49a61808a9 · outbound

This paper cites Detecting credential spearphishing in enterprise settings,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting credential spearphishing in enterprise settings,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:20.839788Z

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Observation a1d2e928-67c0-4481-b335-afb7887c9403 · outbound

This paper cites Catching classical and hijack-based phishing attacks,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Catching classical and hijack-based phishing attacks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.040700Z

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Observation 7dc04c12-1f53-4a2c-850b-ab7065643aa1 · outbound

This paper cites That Ain't You: Detecting Spearphishing Emails Before They Are Sent.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants That Ain't You: Detecting Spearphishing Emails Before They Are Sent

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:39.153976Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 630a3b19-67f4-4144-a858-e39cf765f98b · outbound

This paper cites Emailprofiler: Spearphishing filtering with header and stylometric features of emails,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Emailprofiler: Spearphishing filtering with header and stylometric features of emails,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.188721Z

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Observation 3b6e809b-0cd5-4076-82dc-8ffa188158b5 · outbound

This paper cites Reading between the lines: content-agnostic detection of spear-phishing emails,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Reading between the lines: content-agnostic detection of spear-phishing emails,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.285014Z

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Observation a31bd61b-78b4-4318-84fb-1c2bc439563e · outbound

This paper cites Mitigation of spear phishing attacks: A content-based authorship identification framework,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Mitigation of spear phishing attacks: A content-based authorship identification framework,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.417403Z

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Observation c841cf1f-6d75-4b3b-940a-3f17eff04fd5 · outbound

This paper cites Detecting phishing emails using hybrid features,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting phishing emails using hybrid features,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.470981Z

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Observation 19ebcc4e-20a4-4536-8693-7b987cff4c26 · outbound

This paper cites Hybrid feature selection for phish- ing email detection,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Hybrid feature selection for phish- ing email detection,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.515936Z

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Observation 561ac2f3-b069-44a5-9509-f2a2edf8023a · outbound

This paper cites Enhancing phishing e-mail classifiers: A lexical url analysis approach,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Enhancing phishing e-mail classifiers: A lexical url analysis approach,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.621964Z

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Observation 8907b0c2-2fcb-4cd1-9f43-c799f3ef2f88 · outbound

This paper cites Comparison of machine learning techniques for spam detection,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Comparison of machine learning techniques for spam detection,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.769083Z

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Observation 5f19c778-9ef5-4a51-83b3-29af114d27c5 · outbound

This paper cites D-fence: A flexible, efficient, and comprehensive phishing email detection system,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants D-fence: A flexible, efficient, and comprehensive phishing email detection system,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:21.914757Z

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Observation 3ff3be2f-39f9-42b8-9edf-c234c853108c · outbound

This paper cites Helphed: Hybrid ensemble learn- ing phishing email detection,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Helphed: Hybrid ensemble learn- ing phishing email detection,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.052039Z

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Observation 3cbb8dad-42d1-441d-9e7d-343e3bdbde70 · outbound

This paper cites A machine learning approach towards phishing email detection,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants A machine learning approach towards phishing email detection,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.126603Z

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Observation 34f54371-288a-4372-9ad3-65cf7145478d · outbound

This paper cites A multi-classifier based prediction model for phishing emails detection using topic modelling, named entity recognition and image processing,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants A multi-classifier based prediction model for phishing emails detection using topic modelling, named entity recognition and image processing,

Reference 28

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Observation df208250-2ef6-4788-a1c0-8e5ddb4c4e3f · outbound

This paper cites CATBERT: Context-Aware Tiny BERT for Detecting Social Engineering Emails.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants CATBERT: Context-Aware Tiny BERT for Detecting Social Engineering Emails

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.957630Z

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Observation 84f980ad-e0cf-4efa-8fab-f1905df8c15d · outbound

This paper cites A Modular and Adaptive System for Business Email Compromise Detection.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants A Modular and Adaptive System for Business Email Compromise Detection

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.789049Z

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Observation e48fcd83-7f7e-4564-bca5-745f8de513b0 · outbound

This paper cites Catching the phish: Detecting phishing attacks using recurrent neural networks (rnns),.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Catching the phish: Detecting phishing attacks using recurrent neural networks (rnns),

Reference 31

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Observation fc344906-a770-42de-8b3a-794d2ca084e0 · outbound

This paper cites ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

Reference 32

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Observation 6d5d16ec-c16b-40be-8006-42176afa6c36 · outbound

This paper cites (2024) Coremail professional mail system.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants (2024) Coremail professional mail system

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.673814Z

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Observation e1f7e48f-0199-4612-bbc2-ea87f9b478d2 · outbound

This paper cites Anonymous website for pimref: Homepage,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Anonymous website for pimref: Homepage,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.728522Z

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Observation f29586b7-d8be-4a7e-a37b-f2d6407392c0 · outbound

This paper cites Detecting and characterizing sms spearphishing attacks,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting and characterizing sms spearphishing attacks,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.851353Z

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Observation 17dda46e-cd30-4ffd-9acd-1218e6489851 · outbound

This paper cites Characterizing the security of the sms ecosystem with public gateways,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Characterizing the security of the sms ecosystem with public gateways,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:22.938659Z

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Observation f742e402-ed3b-4de7-a741-7917b663376d · outbound

This paper cites An Empirical Analysis of SMS Scam Detection Systems.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants An Empirical Analysis of SMS Scam Detection Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:23.087040Z

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Observation d93b571b-095f-49e3-8b85-6f9d02f35ce1 · outbound

This paper cites On sms phishing tactics and infrastructure,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants On sms phishing tactics and infrastructure,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:23.201602Z

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Observation 950c51b9-b5a4-4ba4-af54-82901d1ab75b · outbound

This paper cites Phishing attacks on modern android,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishing attacks on modern android,

Reference 39

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Observation ded3eaaa-c773-45a2-b2be-7cc1e912edee · outbound

This paper cites See no evil: phishing for permissions with false transparency,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants See no evil: phishing for permissions with false transparency,

Reference 40

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Observation ec46f653-76b0-462b-b9d3-15a76549ed86 · outbound

This paper cites Sok: Everyone hates robocalls: A survey of techniques against telephone spam,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Sok: Everyone hates robocalls: A survey of techniques against telephone spam,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:23.629454Z

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Observation 3c04ba97-abf7-4988-b62a-f372e2b45af5 · outbound

This paper cites Phoneypot: Data-driven understanding of telephony threats.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phoneypot: Data-driven understanding of telephony threats

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:23.743225Z

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Observation 7e05880b-457b-4a1b-a1e2-3e5afe08b503 · outbound

This paper cites Applying deep learning to combat mass robocalls,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Applying deep learning to combat mass robocalls,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:23.885423Z

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Observation 51822fa0-2a7c-4b2f-b230-9ca2be0b5903 · outbound

This paper cites Characterizing Robocalls with Multiple Vantage Points.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Characterizing Robocalls with Multiple Vantage Points

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.630701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b28dd2e2-d1db-4ae5-aa32-f568f65b904f · outbound

This paper cites J ¨ager: Automated telephone call traceback,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants J ¨ager: Automated telephone call traceback,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.101697Z

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Observation 47f415d4-909b-4c82-84ff-0b08a7a7720c · outbound

This paper cites Needle in a haystack: Tracking down elite phishing domains in the wild,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Needle in a haystack: Tracking down elite phishing domains in the wild,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.232814Z

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Observation 7084f20a-b809-4536-a894-d8e94edaf5d7 · outbound

This paper cites Visualphishnet: Zero-day phishing website detection by visual similarity,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Visualphishnet: Zero-day phishing website detection by visual similarity,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.315956Z

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Observation 3b095e61-1348-41ad-a9c5-3b3cc5ebf550 · outbound

This paper cites Phishpedia: A hybrid deep learning based approach to visually identify phishing webpages,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishpedia: A hybrid deep learning based approach to visually identify phishing webpages,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.469309Z

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Observation 564b4d5a-9d91-4148-8223-6772fdc4cf20 · outbound

This paper cites Inferring phishing intention via webpage appearance and dynamics: A deep vision based approach,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Inferring phishing intention via webpage appearance and dynamics: A deep vision based approach,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.639219Z

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Observation b506a6a0-2df2-43fb-bbf3-a0966da82812 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Knowledge expan- sion and counterfactual interaction for {Reference-Based} phishing detection,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.825060Z

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Observation 20433cf9-c6d4-42e8-901f-e727003f327d · outbound

This paper cites Less defined knowledge and more true alarms: Reference-based phishing detection without a pre-defined reference list,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Less defined knowledge and more true alarms: Reference-based phishing detection without a pre-defined reference list,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:24.950602Z

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Observation 04e1aeee-d0d1-45bc-9681-4e9a3e8bb439 · outbound

This paper cites Phishinpatterns: measuring elicited user interactions at scale on phishing websites,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishinpatterns: measuring elicited user interactions at scale on phishing websites,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.027963Z

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Observation 2e8f3a91-3416-452c-b21d-f46fda0dd8cf · outbound

This paper cites {PhishTime}: Continuous longitudinal measurement of the effectiveness of anti-phishing blacklists,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants {PhishTime}: Continuous longitudinal measurement of the effectiveness of anti-phishing blacklists,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.134771Z

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Observation 25d7f0ea-5bf7-4103-82bf-eb512e55d496 · outbound

This paper cites {PhishPrint}: evading phishing detection crawlers by prior profiling,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants {PhishPrint}: evading phishing detection crawlers by prior profiling,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.222492Z

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Observation fe44618e-824a-4041-95e4-19a89777d6b0 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishfarm: A scalable framework for measuring the effectiveness of evasion techniques against browser phishing blacklists,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.334685Z

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Observation 701f21ba-10f0-474f-be94-98a2cf93ef47 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants I’m spartacus, no, i’m spartacus: Proactively protecting users from phishing by intentionally triggering cloaking behavior,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.448488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862ea881-030d-426e-80b6-7e404f2c0646 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Crawlphish: Large-scale analysis of client-side cloaking techniques in phishing,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.589143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0476ee1-9a78-404b-b032-714b59211838 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Cloak of visibility: Detecting when machines browse a different web,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.677498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe2b2640-b6d6-4ac8-b4ce-2cbce1ca1934 · outbound

This paper cites Phish in sheep’s clothing: Exploring the authentication pitfalls of browser fingerprinting,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phish in sheep’s clothing: Exploring the authentication pitfalls of browser fingerprinting,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.765361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a06c47-8ef1-4374-b786-38d1854bafd9 · outbound

This paper cites Rods with laser beams: understanding browser finger- printing on phishing pages,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Rods with laser beams: understanding browser finger- printing on phishing pages,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:25.880710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb0c6ae-7073-49ac-a011-ab9e8b6b59f7 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phisheye: Live monitoring of sandboxed phishing kits,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.029145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b1fcf16-6746-4340-8fe5-6fdc11ccbc76 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants There is no free phish: An analysis of

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.134095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91498f91-3f9e-4689-85fd-98a4a804dae0 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Catching phishers by their bait: Investigating the dutch phishing landscape through phishing kit detection,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.238311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da9b8cd6-df7a-4000-8b07-14a5871b1b5e · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Spacephish: The evasion- space of adversarial attacks against phishing website detectors using machine learning,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.384065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff44320-3ac5-4dcb-a46b-85a99df06c6d · outbound

This paper cites Know your phish: Novel techniques for detecting phishing sites and their targets,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Know your phish: Novel techniques for detecting phishing sites and their targets,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.533500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6251fb-af56-4aa1-b042-5cefc7578b09 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Inside a phisher’s mind: Understanding the anti-phishing ecosys- tem through phishing kit analysis,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.640491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1303d09e-e2c4-4bcd-acbe-edf132842623 · outbound

This paper cites The phishing funnel model: a design artifact to predict user susceptibility to phishing websites,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants The phishing funnel model: a design artifact to predict user susceptibility to phishing websites,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.736986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1168a8da-91cf-49cc-a183-3abefc58497e · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants What happens after you leak your password: Understanding credential sharing on phishing sites,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.826841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8da47e1f-3709-45d5-be3c-93af899f2e95 · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Beyond phish: Toward detecting fraudulent e-commerce websites at scale,

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.887857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f980b17-edad-48a7-8829-88d70fb1aa4a · outbound

This paper cites Scamnet: Toward ex- plainable large language model-based fraudulent shopping website detection,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Scamnet: Toward ex- plainable large language model-based fraudulent shopping website detection,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:26.994115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a76b033b-1908-48d7-9201-2d6dc1dcae9b · outbound

This paper cites Conning the crypto conman: End- to-end analysis of cryptocurrency-based technical support scams,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Conning the crypto conman: End- to-end analysis of cryptocurrency-based technical support scams,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.149788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1fdcb6-3582-4ec4-9120-429a17c512fb · outbound

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

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Understanding, measuring, and detecting modern technical support scams,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.254130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e6334e-a955-4861-b3d2-9d5dedcab0b3 · outbound

This paper cites Detecting organized ecommerce fraud using scalable categorical clustering,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting organized ecommerce fraud using scalable categorical clustering,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.328052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ffd247-abb6-4fb7-8f76-6a0d18917d07 · outbound

This paper cites Automatically dismantling online dating fraud,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Automatically dismantling online dating fraud,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.432477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f657cf-4af7-4c64-804d-1471bde8330d · outbound

This paper cites A multiview clustering frame- work for detecting deceptive reviews,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants A multiview clustering frame- work for detecting deceptive reviews,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.572784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 958bd4dd-3d15-479f-a815-de9879bc3a73 · outbound

This paper cites Detecting deceptive reviews using generative adversarial networks,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting deceptive reviews using generative adversarial networks,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.670220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9187a3-8315-4fd4-ba53-b85995231d42 · outbound

This paper cites The dark alleys of madison avenue: Understanding ma- licious advertisements,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants The dark alleys of madison avenue: Understanding ma- licious advertisements,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.809676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99587dd-93eb-4625-b21a-67b7078f79a3 · outbound

This paper cites ScamChatBot: An End-to-End Analysis of Fake Account Recovery on Social Media via Chatbots.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants ScamChatBot: An End-to-End Analysis of Fake Account Recovery on Social Media via Chatbots

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.437063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bce24c0c-891f-4a9f-b874-e7dcd50876bd · outbound

This paper cites An Explorative Study of Pig Butchering Scams.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants An Explorative Study of Pig Butchering Scams

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:27.996077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c5f4d6-24cc-4c0c-93fd-83a5afedaba5 · outbound

This paper cites Pirates of charity: Exploring donation-based abuses in social media platforms,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Pirates of charity: Exploring donation-based abuses in social media platforms,

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.252491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98cc3edf-f347-4748-b06f-cd79c2ace22e · outbound

This paper cites Social Turing Tests: Crowdsourcing Sybil Detection.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Social Turing Tests: Crowdsourcing Sybil Detection

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.407833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65af04f-eb71-4f3c-b080-abfffc4238a0 · outbound

This paper cites User awareness and defenses against sockpuppet friend invitations in facebook,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants User awareness and defenses against sockpuppet friend invitations in facebook,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.544978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb946c83-44a2-41ea-87c6-1b19b3210eb4 · outbound

This paper cites Turning the tide: Curbing deceptive yelp behaviors,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Turning the tide: Curbing deceptive yelp behaviors,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.641514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c59073-aab1-44ed-9b40-faa08cd55e4f · outbound

This paper cites “i have no idea what a social bot is.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants “i have no idea what a social bot is

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.758892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac93d4e-4a63-4610-9592-78d1279062a3 · outbound

This paper cites Detecting fake accounts in online social networks at the time of registrations,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Detecting fake accounts in online social networks at the time of registrations,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:28.841977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e5518f-b0cb-4ac6-abd6-7d60fc834e7b · outbound

This paper cites SENet: Visual Detection of Online Social Engineering Attack Campaigns.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants SENet: Visual Detection of Online Social Engineering Attack Campaigns

Reference 87

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.233965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a25c8e36-0b65-47b8-b6af-e6055cccc48a · outbound

This paper cites Fairplay: Fraud and malware detection in google play,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Fairplay: Fraud and malware detection in google play,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.086987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31772176-5cf0-4350-8bb5-7eea9098e9b4 · outbound

This paper cites Personalized Security Indicators to Detect Application Phishing Attacks in Mobile Platforms.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Personalized Security Indicators to Detect Application Phishing Attacks in Mobile Platforms

Reference 89

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:38.072270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a87ff36d-34e3-480c-932b-56a16576e30c · outbound

This paper cites Android, notify me when it is time to go phishing,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Android, notify me when it is time to go phishing,

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.265127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456f8b03-abdb-4159-9abe-99080706a8ae · outbound

This paper cites Pulling off the mask: Forensic analysis of the deceptive creator wallets behind smart contract fraud,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Pulling off the mask: Forensic analysis of the deceptive creator wallets behind smart contract fraud,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.376841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a10170-0e33-4273-860f-eb0d104975bb · outbound

This paper cites Towards usable protec- tion against honeypots,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Towards usable protec- tion against honeypots,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.575635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b73eced-996a-4413-9a1a-4af57b1d05ff · outbound

This paper cites Ægis: Smart shielding of smart contracts,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Ægis: Smart shielding of smart contracts,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.653735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c768f4c-fb2d-407f-bc21-c23f003d1fa2 · outbound

This paper cites Siege: Self-supervised incremental deep graph learning for ethereum phishing scam detec- tion,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Siege: Self-supervised incremental deep graph learning for ethereum phishing scam detec- tion,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.787510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b6760dd-8c25-419f-ab83-b4f2ae0b066b · outbound

This paper cites An end to end analysis of crypto scams on ethereum,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants An end to end analysis of crypto scams on ethereum,

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:29.887675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c2a1b00-3dac-48a8-a13a-0075aba62f25 · outbound

This paper cites URL Inspection Tasks: Helping Users Detect Phishing Links in Emails.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants URL Inspection Tasks: Helping Users Detect Phishing Links in Emails

Reference 96

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:38:37.930577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4eadc9f8-ac16-424b-80b5-d668422e45f4 · outbound

This paper cites Content, nudges and incentives: A study on the effectiveness and perception of embedded phishing training,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Content, nudges and incentives: A study on the effectiveness and perception of embedded phishing training,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T15:38:30.088807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae50b195-53c6-4e21-b0b7-09936d7e8fc9 · outbound

This paper cites Al- pha phi-shing fraternity: Phishing assessment in a higher educa- tion institution,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Al- pha phi-shing fraternity: Phishing assessment in a higher educa- tion institution,

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:38:48.663200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b2c5d6a-9312-471a-954c-cd4a9f0b3f3c · outbound

This paper cites Phishing in organizations: Findings from a large-scale and long-term study,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Phishing in organizations: Findings from a large-scale and long-term study,

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:38:48.531131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5f064ac-a819-48bb-a719-6d8f8f00b861 · outbound

This paper cites You’ve got report: Measurement and security implications of{DMARC} reporting,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants You’ve got report: Measurement and security implications of{DMARC} reporting,

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:38:48.415502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1888ea15-90be-414b-9819-73b727259487 · outbound

This paper cites Weak links in authentication chains: A large- scale analysis of email sender spoofing attacks,.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants Weak links in authentication chains: A large- scale analysis of email sender spoofing attacks,

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:38:48.275351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers