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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.151474Z digest=sha256:c73d81ef543d3c7ccb0c0284534adb7b5d7d872d808c3deef7626db367044bcd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.354143Z digest=sha256:295709c36f929ae6936956e1a1f436b4e6676fcb7a6d41375d6982e14c3736eb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.494756Z digest=sha256:5db844e1bc81f58f33614496796561c6f5acc14138ec89a34398b2e561c0087c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.620122Z digest=sha256:9e0ad87a72a963c6b680f28eb7e7b3a466fbbcf88d19cee9e7839c09f4574698

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.790333Z digest=sha256:0aec19a3a2a39938502d6938772cda4b1ae5ba1ed03cc984d105151d880f80fc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:27.921282Z digest=sha256:85db0e8c619754bfcb7708efbf86a33072d98a04cc76a1b641e5f372a9411373

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.024446Z digest=sha256:3bd8519e0f078020e14f41b43791fd0359e5fcd250a9148dcea58cf5fd017e64

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.222012Z digest=sha256:17bcb389b446f9cd4e3fdfb213965318c58f7b373410a35967dff13310206edc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.347748Z digest=sha256:5f16b83a6488103bfbdcd89731db53d816c558b01f53c2acc22ba59cc12c66b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.459959Z digest=sha256:24ac881a51dab5ca2134724529e6130ae8a5e92dec87d05247a26e21a800a5aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.586662Z digest=sha256:b7952ddc05bcd3077f7c929f688a5e30c40a816a7153eb7b3db8598c4231e3b0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.699405Z digest=sha256:5b0e71c77b2b8318bdddeb468cbe5d16f8e5a57e0c2c59f15c1789d902f1e6f9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.781743Z digest=sha256:99021b8082a415b09e083b7e4aa7de43687af3e4bfadc7a446d7b54b345fffe9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.850726Z digest=sha256:0b24a99fd6cbae0b948f07026ce591e14264809dfc41873f2656abdc5396b604

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:28.918099Z digest=sha256:5a4be83aef21b5de02fa7aa8de9175b48da04c381800234db568250dbbe1d9f7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.077337Z digest=sha256:b8e4cf52a160cd91623970691d41c2101fae7c64c06dffd50b245fc1816bf4f1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.164755Z digest=sha256:70f6dc1f41d8a256dcc85161588477e1de839d01f79f0fb4e84d4d108cade766

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.256090Z digest=sha256:1da53ab67f89f52b1136b4da2bfcf88583d81ef0b6a7ae8d311254be40e85617

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.387034Z digest=sha256:cfb28e590ab52ca3a6245d3b80f296707d1efe15410894439084abf087113790

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.536810Z digest=sha256:f9019e6af0b28e0ec6f9eb827231072c66bb073c6dbd1029866402ae8298000b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.721264Z digest=sha256:fd9e27648df14944df0ed254b9171c24a8ad2a0d69c20a78df2cd0af8f4fbd74

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.877994Z digest=sha256:eb0c63013353e7df3d8cab99139dba6c4dbeb2418778474dacae28fcb1afc2bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:29.996808Z digest=sha256:b1c00f7f2cd14d93e58b11aa88a593a3c8a654392d7a919a2f86680eb53fe3ef

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.165883Z digest=sha256:d71ff34d87564e4fb04de46497d1ddd189e91a6a2cdae1e94cabef7e92d378a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.349389Z digest=sha256:11785f96d0326c1fc8f482a45d879a0606633ab85a998fb78dff173c56c68b08

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.519688Z digest=sha256:36ef70dd53eca8d4d713f335d8eeaa976a5ff395702a867771e3460177f4d5be

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.585532Z digest=sha256:f6949c511101673e724c031c513c4cde6ee6acaf69889b8e5f5a7ac377e76ea1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.730081Z digest=sha256:073fd27a32c58651a63c995f055773cccaf0f820792bcd1c3d015b37980bccf8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:30.867666Z digest=sha256:ec598d6ac5d6124a90ce804299f035b23b80f99f8e6aca13854e4beff30772cc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.023362Z digest=sha256:17d25994f9c4078c752f8e56a82460b20939b4fd747e4d0b5be98855e88bcb4c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.142440Z digest=sha256:8c598103d0d27649a7f73afa8b41dba2349b092a260fb3f11dc254d6db0193f3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.233991Z digest=sha256:90ce028b03ab4af6177647c6675d702fc3c3270b307343e0bfd6f2ee3811f436

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=sha256:51ba679d7f5d6d2efe8b3b7a4cff2018eb110046fe8abf87c1e0dc74e3a85e96

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.425203Z digest=sha256:f75aad63d0fd13370a73707303413934fc78c80c1e50ee107dd0b178227b08a7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.503443Z digest=sha256:eee71119a44ab4f1d289ddd735ed900d3736241040bf326ed81a866499f181e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.688620Z digest=sha256:2cc197ec190889a1c5a66607b17d41ab5814cc27cf8a201bab6957e6013fc422

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.864160Z digest=sha256:d033a22226c21ee846a2b148c7f9f0ef7fea49129537cf39af18bab4d7a63495

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:31.933756Z digest=sha256:b3d2e4512d34923d2d5d707c0a16368e2b31a8f4ce72f91e48f3f3cd8b8eff28

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:32.044759Z digest=sha256:45799c21ec7526451ac67144762305f9097280ff20a08579c1210dcb8a17bdd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:32.168228Z digest=sha256:bd9478fb4aa53e601a5df84cf79b9566d68dcc192c13864b5d710edefdf65cb9

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=sha256:071ae26fe46b536519fb6fe9d5a02cb7e949b7dcda5e3908dc6613530b5b6f7c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:32.432178Z digest=sha256:8fb1022ded628722b5f8c7f98fdbb8f78aaefde391256c50098f6fd85b1def9d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:32.564205Z digest=sha256:c02fda7bd5b4afde82a134a4fc27a9fc0a0b7af41cec60e4386074ba28d10e3d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:10:32.711163Z digest=sha256:0a6fe4d182a33f991c4e05f3362f261a829da72270225ec9a38f67c550a5fedc

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=sha256:35d364dd862f29d1b676acd77b6c6a730f25afd6121554c0e2daddda6ee3b704

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:d20cf9d3ecd7dc94e16ab8e095b3486707b73858a0660b2c8ee7067555efc064

Pith citing papers

No inbound Pith citation observations are available.