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Paper Citation Record · LEDGER

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users

As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.22435.

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

pith.paper-citation-record.v1
2505.22435 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:10:32.857758Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

46 of 46 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5b9b650-6415-48fd-80ce-49dbd14ada5e · outbound

This paper cites A history and survey of network firewalls,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A history and survey of network firewalls,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:45.325425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.151474Z digest=sha256:5a36606973120d4f3f1e2b4c9fd8bf758b671588622252353f4f95c48cf1d2ca

Observation e26ab6b4-7341-41fd-804f-4ecc130771ec · outbound

This paper cites Evolution of firewalls: Toward securer network using next generation firewall,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Evolution of firewalls: Toward securer network using next generation firewall,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:45.073586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.354143Z digest=sha256:73162fac6ca93548f1c7007b500a9e1c12639dfb06054d0d41a79cf2de009358

Observation 88883019-f93f-4ee5-b663-65bf804d76dd · outbound

This paper cites A review of network vulnerabilities scanning tools: types, capabilities and functioning,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A review of network vulnerabilities scanning tools: types, capabilities and functioning,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:44.830112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.494756Z digest=sha256:36553e3741643f2f99e3263d69641b0d2e9e8fdd7c8a367dfca8de2891762c55

Observation f72bf3dd-e110-47e3-9d07-8153367bea32 · outbound

This paper cites A survey of intrusion detection and prevention systems,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A survey of intrusion detection and prevention systems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:44.492618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.620122Z digest=sha256:b0b177d26d9e348f8ee88af9e29a4494fc56e0e283984b5fdfc4e2fdd99369f5

Observation 40937bbd-f5be-4478-9089-ef1c719a5ba2 · outbound

This paper cites ChatIDS: Advancing explainable cybersecurity using generative ai,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users ChatIDS: Advancing explainable cybersecurity using generative ai,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:44.194633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.790333Z digest=sha256:fa33ea36df2ac9420b79a330fba310934fc5097e113748df2f4960a1d4ad8289

Observation ffa1ee51-9f31-41e6-a0ae-dcaa367ae456 · outbound

This paper cites Chatsec: Spicing up vulnerability scans with ai for heterogeneous university it - towards enhancing security vulnerability reports for non-experts,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Chatsec: Spicing up vulnerability scans with ai for heterogeneous university it - towards enhancing security vulnerability reports for non-experts,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:43.851676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:27.921282Z digest=sha256:0936638ef6bb1787b8fc5a8da1ca1e8cc05bfacb3b6e680756e4f4055d8c9321

Observation cec0b75e-ebe1-4fa8-bd76-2de57e0fb574 · outbound

This paper cites A survey on evaluation of large language models,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A survey on evaluation of large language models,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:43.584437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.024446Z digest=sha256:f1170abd389b7f3e18d72930a06b24cef14f21fd5d46e8a88641c3411c700111

Observation 243a5f28-7dc5-4e09-8af8-cce03675ff14 · outbound

This paper cites Unsupervised evaluation of interactive dialog with DialoGPT,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Unsupervised evaluation of interactive dialog with DialoGPT,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:43.311603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.222012Z digest=sha256:ae904db3220a99c1768c20c2437ed7b3ea8e9bd7c3e0d45e47c96a77868d3de2

Observation d1997618-05b6-4730-aac4-6ae420a46814 · outbound

This paper cites Cognitive and physiological processes in fear appeals and attitude change: A revised theory of protection motivation,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Cognitive and physiological processes in fear appeals and attitude change: A revised theory of protection motivation,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:42.994739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.347748Z digest=sha256:f2eea439391feef62174dae49dadf25326b1cd446aa18a7d8abe8addb528c257

Observation 19169291-bc5f-4527-acad-8ed341894056 · outbound

This paper cites Bridging the gap in computer security warnings: A mental model approach,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Bridging the gap in computer security warnings: A mental model approach,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:42.721896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.459959Z digest=sha256:5769e2a66ff4bcc9ec080a188f704b1ff446ac71857dff5f52db0f9825901d82

Observation 5e6649ed-7bfe-4015-a5d0-01131d06b0fa · outbound

This paper cites Communication-human information processing (c-hip) model,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Communication-human information processing (c-hip) model,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:42.429419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.586662Z digest=sha256:0863070abf4c15a88ff02036c9b7d0f4c08378864d64c59d28504d435b64d54e

Observation 914db249-31ee-4e09-abb4-6e3f4b72f6bd · outbound

This paper cites Con- textualized web warnings, and how they cause distrust,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Con- textualized web warnings, and how they cause distrust,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:42.222650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.699405Z digest=sha256:c41ca24fef7d012b5fd89d12ae7c2c4860565f6ca3aaa5229822c45d51fce451

Observation 4608cd4f-d79c-4e5f-934a-50cf82bcd9af · outbound

This paper cites It is not about the design - it is about the content! making warnings more efficient by communicating risks appropriately,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users It is not about the design - it is about the content! making warnings more efficient by communicating risks appropriately,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:41.916202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.781743Z digest=sha256:7bc3d3bbd53ae00708857f00dcbfc94f3c346efcf5fadecaf7e389628bd28fdb

Observation b4f6b5d9-337c-402f-b227-8017c52136cb · outbound

This paper cites What do users feel? towards affective eeg correlates of cybersecurity notifications,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users What do users feel? towards affective eeg correlates of cybersecurity notifications,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:41.567115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.850726Z digest=sha256:c264e02b52a41bd3ddd64bdf8107d4d6e4ca54919bd3772997e96d55ef5ecc35

Observation 30d38003-81b0-45cc-9ed3-ac78d3002137 · outbound

This paper cites Beyond fear and frustration - towards a holistic understanding of emotions in cybersecurity,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Beyond fear and frustration - towards a holistic understanding of emotions in cybersecurity,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:41.225625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:28.918099Z digest=sha256:f467e8c5e75ee08d8eff4b491f1ee16e69ea0633c8057b5cf467026ed654fffa

Observation 3369af36-3c0f-40bb-8660-8ec18b249633 · outbound

This paper cites Scaring and bullying people into security won’t work,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Scaring and bullying people into security won’t work,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:40.921739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.077337Z digest=sha256:ea5dae65267a7ddf64fab7448447823030d5b1e32cefe600a8fada8fb3eca4e4

Observation 2b0b2989-4767-4520-93de-73d459d4b6f7 · outbound

This paper cites Judging llm- as-a-judge with mt-bench and chatbot arena,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Judging llm- as-a-judge with mt-bench and chatbot arena,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:40.647247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.164755Z digest=sha256:673e4915f24bb97bad1c9679e01bebbe25d7772233e0040c7f8ed578f034edbc

Observation 67034dec-9137-4dd5-a4bb-257d399a27f9 · outbound

This paper cites Identifying vulnerabilities in security and privacy of smart home devices,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Identifying vulnerabilities in security and privacy of smart home devices,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:40.431539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.256090Z digest=sha256:c8cdbf312ca79445f1fd2878bfd3ce7cdf3f10b7dafba5925549851ff790ecd5

Observation 2f373381-65db-422b-843d-e9af6d278dee · outbound

This paper cites Smart home security: challenges, issues and solutions at different iot layers,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Smart home security: challenges, issues and solutions at different iot layers,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:40.123830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.387034Z digest=sha256:832ffffa6c2fce596294a74c02ae622ef2074df2584d53fc9db13f9c029e8708

Observation 5e06f4f7-b6a1-4a26-8cb1-10933d7e35a7 · outbound

This paper cites A survey of user perspectives on security and privacy in a home networking environment,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A survey of user perspectives on security and privacy in a home networking environment,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:39.785517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.536810Z digest=sha256:221fd3fdb489276c744d73da0867e8b21edd098b5a64f363ebb96cebed4ed64f

Observation 5cf1fe00-9c0b-4e30-83e3-aa6509e1f647 · outbound

This paper cites A supervised intrusion detection system for smart home iot devices,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A supervised intrusion detection system for smart home iot devices,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:39.434595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.721264Z digest=sha256:566ceb86a2d8dd0d70c77c758366e77c150fd9fb3cafdab3f13ef7ccd1fbcf5a

Observation 79750b88-1e8a-4fae-97c5-08d5511f1765 · outbound

This paper cites Aegis+: A context-aware platform-independent security framework for smart home systems,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Aegis+: A context-aware platform-independent security framework for smart home systems,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:39.159026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.877994Z digest=sha256:4f786918239d4cd810531b48c19a44e34309ce85176fe13a472219207fa661b8

Observation 35449376-7c75-46da-9d88-848a3e0d49bd · outbound

This paper cites Can i sleep safely in my smarthome? a novel framework on automating dynamic risk assessment in iot environments,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Can i sleep safely in my smarthome? a novel framework on automating dynamic risk assessment in iot environments,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:38.884502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:29.996808Z digest=sha256:d08761d41262157391ebc751ffb9b97414565bc5ec00213935d588fbcd7f757a

Observation ec3e14d3-89c1-45e8-8da5-2a2ee1131d79 · outbound

This paper cites Piti: Protecting internet of things via intrusion detection system on raspberry pi,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Piti: Protecting internet of things via intrusion detection system on raspberry pi,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:38.576530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.165883Z digest=sha256:38d56b7aa7d078e5c5ac9f5addf7664a2b23e22a5da617c70dda787cef48a839

Observation 3ee83bd8-ee38-4320-ab7b-3e30254694bd · outbound

This paper cites Purposes and scope of warnings,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Purposes and scope of warnings,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:38.267764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.349389Z digest=sha256:e866958cb075162f0c693c7f022614ad0d55b240b1440ba3082f9a86d8db5cd5

Observation 5893badc-b005-4963-af0e-7870ddbef222 · outbound

This paper cites How do non experts think about cyber attack consequences?.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users How do non experts think about cyber attack consequences?

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:37.977220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.519688Z digest=sha256:7b93803368c89fcefa0c4eda2f27fd42660ee24450763f1faeb6760589c93a9a

Observation 56dad387-5e5e-4dfd-908e-898752823107 · outbound

This paper cites Scaring people is not enough: An examination of fear appeals within the context of promoting good password hygiene,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Scaring people is not enough: An examination of fear appeals within the context of promoting good password hygiene,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:37.613501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.585532Z digest=sha256:658e6dc1dfe3092a712304028a1908ffcc7c47c1ba78aa0f6f5711e76b61a489

Observation 4b7237d3-8e7f-4010-ab95-e24e9bbcf5f0 · outbound

This paper cites Warning design guidelines,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Warning design guidelines,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:37.293792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.730081Z digest=sha256:038d2e5c33bb3adb04234006c68b5b11f2e849c05a0269a85d7901033ccbf5c6

Observation 261cee53-afa6-4e6a-a119-543d1ef08142 · outbound

This paper cites A framework for reasoning about the human in the loop,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users A framework for reasoning about the human in the loop,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:37.070196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:30.867666Z digest=sha256:151cecaa11946c2c39453a08a3f76e76441917a38048e48071c552907d09742c

Observation 1c0e7105-fa05-4468-93cc-6ee2fe075243 · outbound

This paper cites Moving from a ‘human-as-problem.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Moving from a ‘human-as-problem

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:36.699307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.023362Z digest=sha256:5dda50328cb5c36f35487a725f592150b3377b9cc95a234f2ba54ac83aaee256

Observation 3af03fe7-ac13-4b61-b283-509dd2426779 · outbound

This paper cites Huntgpt: Integrating machine learning-based anomaly detection and explainable ai with large language models (llms),.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Huntgpt: Integrating machine learning-based anomaly detection and explainable ai with large language models (llms),

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:36.455719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.142440Z digest=sha256:289af4a04d1bbc8444f4e9f6c656230f0e3afe1258cbe4338067725593acfd27

Observation 7fc26016-802d-41ee-81a8-bc2745682334 · outbound

This paper cites Shield: Apt detection and intelligent explanation using llm,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Shield: Apt detection and intelligent explanation using llm,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:36.144202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.233991Z digest=sha256:e7cac6bc39c8d79c8492b1f284f41fd72a07c4f0c1ef6069850435423263a80a

Observation 96898601-91cd-4076-9452-37a956a4f4a9 · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:10:31.331964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:10:31.331964Z digest=sha256:0ecfe1b03e1ed4513441f3693614515e544027664ac0098ec17aa212b998db26

Observation 2c844870-d797-4fdd-91ac-8488a6bacc70 · outbound

This paper cites Deepseek-r1,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Deepseek-r1,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:35.873859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.425203Z digest=sha256:7ed52efd98e1dfc3507d9e7047603964a44568ec3e3eaf6e51569129651822e4

Observation 534bb0db-50a6-4ed2-925d-622f78f8ab66 · outbound

This paper cites Hello gpt-4o,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Hello gpt-4o,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:35.612350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.503443Z digest=sha256:ecd9557300a74ae06c45bcb98ccb037e281082bf8232c80e6d5d42d79e1383c2

Observation 04154201-dbb1-40ca-95ea-bdcf57afb52d · outbound

This paper cites Introducing openai o1-preview,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Introducing openai o1-preview,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:35.318006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.688620Z digest=sha256:99a230c58a276e692a442af1dc8064a646a23380163ba5b99b35c359614586cb

Observation 2d9aad87-9784-4072-9f75-319c431cb09b · outbound

This paper cites Available: https://openai.com/index/introducing-openai- o1-preview/.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Available: https://openai.com/index/introducing-openai- o1-preview/

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:34.887339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.864160Z digest=sha256:9216cb386d19d714edb0c7fa74735640039a7966ae403b59b4c0aed271b4202b

Observation c3164d1f-3d5c-4c8a-8e8f-2c1436290118 · outbound

This paper cites Grok 3: The next generation of conversational ai,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Grok 3: The next generation of conversational ai,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:34.577538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:31.933756Z digest=sha256:4959757d30460ae935fcddb507c568486e94f3202d6b06fcff0292224493a87a

Observation ea10175d-37bb-4eb1-98c0-1665a7347836 · outbound

This paper cites Llm leaderboard,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Llm leaderboard,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:34.215349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:32.044759Z digest=sha256:e1c314f1d476fdd4ebf2a1ad63514915e4fa1a6531f3de520d766517d1555903

Observation 579cb45d-65ca-4edb-8e99-7847f1eb955c · outbound

This paper cites Chatbot arena llm leaderboard: Community-driven evaluation for best llm and ai chatbots,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Chatbot arena llm leaderboard: Community-driven evaluation for best llm and ai chatbots,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:33.900128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:32.168228Z digest=sha256:bbde14a3676127079c9e8a6534df5537d8d13008f5a80d660c72478fb338f9bb

Observation 03908d8a-1697-433f-a3de-bdb8b444a103 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users BERTScore: Evaluating Text Generation with BERT

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:10:32.297511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:10:32.297511Z digest=sha256:d29d9ce91fcc5600acedb7d6c5b63f52a9cd0a46aa6b966a7cba1b72663ab51e

Observation b0081190-352f-4e24-9089-bb7bc1a4d207 · outbound

This paper cites MoverScore: Text generation evaluating with contextualized embeddings and earth mover distance,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users MoverScore: Text generation evaluating with contextualized embeddings and earth mover distance,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:33.600579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:32.432178Z digest=sha256:3043d33dc9e9578971cf344a192216452df83dda0f51fcb74c443eb51c7fdc25

Observation 779c99ad-2ff6-40a8-a45c-e09edb349a67 · outbound

This paper cites How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:33.357674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:32.564205Z digest=sha256:24ed6a37c55ad261290cd15f9f481c64580a20d1dce15944c703307c68237e47

Observation c2529b64-c5a4-43a3-9bd2-6487235ec266 · outbound

This paper cites Openai evals: A framework for evaluating llms and llm systems,.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users Openai evals: A framework for evaluating llms and llm systems,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:10:33.101049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:10:32.711163Z digest=sha256:8aac7f29d5a605e2d28e8578a5ecd584e74723acf9bcfd2bbb97fb2e4668b3f0

Observation 7629023a-2e6b-4326-b8bb-3d7906fa3873 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:10:32.785806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:10:32.785806Z digest=sha256:cd5c68fc91fce96799c45f56a9b1e731479c84672f8dba49a7ad039f3212d9ee

Observation 2c6cb032-04a1-4e9f-a478-bd1ecb42fccd · outbound

This paper cites SECURE: Benchmarking Large Language Models for Cybersecurity.

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users SECURE: Benchmarking Large Language Models for Cybersecurity

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T13:10:32.857758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:10:32.857758Z digest=sha256:6d5021dcad71ad619aea3c0dfd2889db112348a134a5daa51fdd2a80aa77cb62

Pith citing papers

No inbound Pith citation observations are available.