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Paper Citation Record · LEDGER

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict

As of 18 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 1 inbound Pith citation observation for arXiv:2504.13371.

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

pith.paper-citation-record.v1
2504.13371 v1

Coverage vector

measured 100 of 105 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:14:10.655366Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:14:29.862277Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T11:14:30.210403Z

Reference resolution

100 of 105 outbound references displayed

  • verified exact13
  • verified fuzzy42
  • unresolved42
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0ff4d64-b232-481a-a736-2302365bb11a · outbound

This paper cites \ Bogart, A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Bogart, A

Reference 1

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source=arxiv_source observed=2026-08-16T12:14:09.976018Z digest=sha256:afd6fb37c8d92f401aba321eedb26c9061b988a81a9eea812455512a24bd2b46

Observation 3c7a789b-743d-425c-98c6-76698b4ec943 · outbound

This paper cites , Temsah, M H.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Temsah, M H

Reference 2

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source=arxiv_source observed=2026-08-16T12:14:09.982002Z digest=sha256:e0c423444f4cc6f7f2fe6064fdc94ee51596e8e40737a81402fca28ca849cdb9

Observation 876dab90-1b47-41c8-8f0f-a46bcfcd65cc · outbound

This paper cites , Mann, B.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Mann, B

Reference 3

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source=arxiv_source observed=2026-08-16T12:14:09.988658Z digest=sha256:54be4fa9d379815d23c94e9875992e6c7d82a710ac045a0d7962386c47e73448

Observation efac5aac-e06e-4356-b42f-c9f9a8269072 · outbound

This paper cites \ Healey, J.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Healey, J

Reference 4

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source=arxiv_source observed=2026-08-16T12:14:09.995045Z digest=sha256:7ec10054c02baab1e75b53ce17b8be7af52471e6ecd544518fa87bdce9eb98d0

Observation 6809d70d-a854-43a2-8f5d-19dc36430693 · outbound

This paper cites APACrefauthors \ 2016.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2016

Reference 5

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source=arxiv_source observed=2026-08-16T12:14:10.000495Z digest=sha256:daefb1b868998bd59a4e863faece3d644c7ab126280e58acc3fdf609c5756686

Observation dbb80cb0-af92-457f-8c8f-a00b0d070c0c · outbound

This paper cites , Albert, R.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Albert, R

Reference 6

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source=arxiv_source observed=2026-08-16T12:14:10.006897Z digest=sha256:8c6653d3c185e4bc9c4829b0f373f224c33ebce04db678e32cc1411bd9864595

Observation 8ecf6615-da70-4ad7-926a-2f66e5a1d518 · outbound

This paper cites \ Kausik, A K.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Kausik, A K

Reference 7

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source=arxiv_source observed=2026-08-16T12:14:10.013228Z digest=sha256:1feda5c618a5ad204e4a1847f65b0cfe0c30fef726d75e27dd2ed04e20853237

Observation 65b4cbb1-f366-4918-8024-849faa367251 · outbound

This paper cites APACrefauthors \ 2016.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2016

Reference 8

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source=arxiv_source observed=2026-08-16T12:14:10.018538Z digest=sha256:291377a1cdf876e8b7cd120d2c7f3d1732d489b6168e04372d6e3a801857e2be

Observation 5ed82c51-817e-4b05-98cc-6d8271de543d · outbound

This paper cites Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Reference 9

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source=arxiv_source observed=2026-08-16T12:14:10.023745Z digest=sha256:d6239b212bd282d650271ef772d7e3fb5e78163f0b5ef0ad2e5fb012894b2fb2

Observation 75847798-3b6a-4e81-8f7d-0041dac240f6 · outbound

This paper cites APACrefauthors \ 2017.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017

Reference 10

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source=arxiv_source observed=2026-08-16T12:14:10.028736Z digest=sha256:3f8f59eaebb649b3fc45ee1ecc92843ff525d35c8a87012bbe374f01dda54ac5

Observation d6e7f2ad-cf00-4bf0-8f44-2acc2ac1695f · outbound

This paper cites APACrefauthors \.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \

Reference 11

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source=arxiv_source observed=2026-08-16T12:14:10.033533Z digest=sha256:46e06a2357ad3dca6623d4a197c6e0d844c9d25163207eb5f5a81207be36b6ab

Observation c388383f-6da2-4533-9038-2adaeb9eefed · outbound

This paper cites APACrefauthors \ 2022.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2022

Reference 12

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source=arxiv_source observed=2026-08-16T12:14:10.038079Z digest=sha256:dbead218debe16f410465045c2d39fcedc758ac69ceccc56cc101c1219cf417f

Observation 9b6da50e-b475-4b89-b598-3af6a2534fc1 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 13

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source=arxiv_source observed=2026-08-16T12:14:10.043059Z digest=sha256:811eb470567cc1d11e98c9cf81c42ed99b788342eb2ecbf402685b5f00820c90

Observation 05681092-8c07-4f5b-a372-f5c5647d51dc · outbound

This paper cites Considerations Influencing Offense-Defense Dynamics From Artificial Intelligence.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Considerations Influencing Offense-Defense Dynamics From Artificial Intelligence

Reference 14

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source=arxiv_source observed=2026-08-16T12:14:10.047753Z digest=sha256:60f93c8bf9e72e83fc77cf436992b953fd4209dab71650f1f93945375ec6a862

Observation 38434740-04a2-4308-963e-638cc806edb7 · outbound

This paper cites APACrefauthors \ 2017.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017

Reference 15

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source=arxiv_source observed=2026-08-16T12:14:10.053041Z digest=sha256:757bb5944723f1c407541f37d95edf7c365fd27cad784919bdc3485c89cb6326

Observation d1660866-c6a2-48c4-9323-0b488975e4dd · outbound

This paper cites APACrefauthors \ 2025.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2025

Reference 16

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source=arxiv_source observed=2026-08-16T12:14:10.057731Z digest=sha256:86e446d448fa9cb3f49b2b8ea959a75e2433db870670591c821b2e9f1d4b542b

Observation bb309fd2-ea96-42aa-8c4d-d16f0cd565f2 · outbound

This paper cites APACrefauthors \ 2022.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2022

Reference 17

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source=arxiv_source observed=2026-08-16T12:14:10.063542Z digest=sha256:71ccf6ee1f635790295703ba91428b2cf7e4fdd09a36db90b7111af3d4080025

Observation 16717dc5-5174-4197-8883-adf525f0fbfc · outbound

This paper cites APACrefauthors \ 2023.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2023

Reference 18

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no resolver link, observed 2026-08-16T12:14:10.068547Z

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source=arxiv_source observed=2026-08-16T12:14:10.068547Z digest=sha256:8c9ddee31907122b85fc28d9e1091ec704d2ad6a97f9dfcdc25c8f0ee6d0f175

Observation aac35e81-fe57-4dad-b4e0-db5e2f947e70 · outbound

This paper cites , Han, Q L.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Han, Q L

Reference 19

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source=arxiv_source observed=2026-08-16T12:14:10.074590Z digest=sha256:042430fba89632fd7ae400a7aa05ca0e78f25d11c55de81a4e0911015cfd725e

Observation 023a2231-9c1b-4d8c-9627-27ad33ed8ca2 · outbound

This paper cites Software Security Patch Management -- A Systematic Literature Review of Challenges, Approaches, Tools and Practices.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Software Security Patch Management -- A Systematic Literature Review of Challenges, Approaches, Tools and Practices

Reference 20

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.079395Z digest=sha256:222e630100c757008349b495ae57568bac90695a83e9e8bc9eeae5ad45071456

Observation 38d23142-676a-44ad-8151-980dbf83098c · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 21

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source=arxiv_source observed=2026-08-16T12:14:10.084542Z digest=sha256:af7cd6009c9128a28c610613d8c3b67beafe4ee2629a852770fb12acdd15fef9

Observation 9d6aceee-c2fc-4e10-9865-c90282d27ddb · outbound

This paper cites APACrefauthors \ 2011.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2011

Reference 22

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source=arxiv_source observed=2026-08-16T12:14:10.089275Z digest=sha256:0dd5c4488d7a9c0274f9285a63de2c9c58f753293230904536b4f9107acce703

Observation 854c7252-c040-46a8-8a19-bf4bee55ac15 · outbound

This paper cites an unresolved cited work.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-08-16T12:14:10.094325Z digest=sha256:06cdc8c35c425fd5df4970481e0097ae0047573fb53b6c65d4ce4556664ad090

Observation 542ac447-e5ff-4c66-87ac-3afa074ff268 · outbound

This paper cites \ Fanning, T.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Fanning, T

Reference 24

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source=arxiv_source observed=2026-08-16T12:14:10.100577Z digest=sha256:653c8d5575f14ff9285ee98ae4546a7ae3fe0d7892664141b19e760b8711c09e

Observation 4805006c-0685-427e-83bf-743a4330380b · outbound

This paper cites , Netzer, R H B.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Netzer, R H B

Reference 25

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.107016Z digest=sha256:05ecf229532444fb3efe6cc79aff9a24b7d44d4a6e7f5b56682358f886d7347c

Observation b3d75307-104b-4427-a68f-5cbb8cd9afdc · outbound

This paper cites , Bottinger, K.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Bottinger, K

Reference 26

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source=arxiv_source observed=2026-08-16T12:14:10.112425Z digest=sha256:20e681c11f1754418b1d2c998658441adbb89a3dad6b2488e02685030c210d4d

Observation 4938dcb8-1267-4a43-b6c0-8a032920bcaf · outbound

This paper cites , Goldman, E O.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Goldman, E O

Reference 27

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source=arxiv_source observed=2026-08-16T12:14:10.118202Z digest=sha256:3599dff82a752c8cd7f460e45ceb55b200dd59806ff8aec5cb06915ccf5f3370

Observation cc3fbcc4-7990-4085-82f7-71810cea5e49 · outbound

This paper cites APACrefauthors \ 2018.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2018

Reference 28

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source=arxiv_source observed=2026-08-16T12:14:10.129413Z digest=sha256:232329c42a4021083c8e3085949dc451491a648aae924949499ee00846ce0acc

Observation 01f07578-733d-4142-a1a7-9aba955f863a · outbound

This paper cites \ Dafoe, A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Dafoe, A

Reference 29

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.134750Z digest=sha256:e34fbce8bb89184c8747b75a1fc1be55ebea25c6207c6c1ad42804ae4e088cf0

Observation ad83bb87-aaa1-4a98-9e0b-31e52a283b5d · outbound

This paper cites , Bace, R.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Bace, R

Reference 30

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source=arxiv_source observed=2026-08-16T12:14:10.139509Z digest=sha256:3d83d36f8a7135c19bd996e28b51715bde9b9c15c2101480dc858f2a83435e11

Observation c61d63f9-572d-4c9c-b7ab-21ae77cece05 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 31

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source=arxiv_source observed=2026-08-16T12:14:10.144451Z digest=sha256:4ae7e9b8a3ee60ecd90c4d9dc1088f775690f480499038c6259a48564c00ace0

Observation e8718059-ee06-49e6-b55a-64bb3f41e8b7 · outbound

This paper cites APACrefauthors \ 2013.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2013

Reference 32

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source=arxiv_source observed=2026-08-16T12:14:10.149986Z digest=sha256:193e81029ffd5f6f42676aecab7b45dc833e5dc3f570fec5d5515454a39e559d

Observation af71e5c3-45f5-4961-ba7a-60bc2a832d41 · outbound

This paper cites , Welburn, J W.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Welburn, J W

Reference 33

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source=arxiv_source observed=2026-08-16T12:14:10.155171Z digest=sha256:e23861cfc376ce0483ca55e90037ce93263e007a1c9ab134e507fd82b383592e

Observation f4c715f8-2f7c-4bec-a9d9-12236d114047 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 34

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source=arxiv_source observed=2026-08-16T12:14:10.160240Z digest=sha256:cb8037b885d9c83b667944b8a2ab0d93113ba1e38c30555167281509faa2f783

Observation 94972699-65b8-40db-957a-13a21456b222 · outbound

This paper cites APACrefauthors \ 2021 1.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2021 1

Reference 35

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raw_fallback, observed 2026-08-16T12:14:12.810619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.165661Z digest=sha256:0bb9cf1f9bc85439bd952e95da5233fa9922635e1222dfdc8ed1601cd884a998

Observation a9fba2e3-4f16-40b0-8434-ba514a4f5988 · outbound

This paper cites APACrefauthors \ 2021 2.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2021 2

Reference 36

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raw_fallback, observed 2026-08-16T12:14:12.794989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.170419Z digest=sha256:3ff68f4405122fdfda50ab632e51213bf93b965a53ade46321a4aecaa536744a

Observation 202f9e60-bb60-41fb-9c53-c24696d742a0 · outbound

This paper cites \ Jervis, R.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Jervis, R

Reference 37

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doi, observed 2026-08-16T12:14:10.944012Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.175003Z digest=sha256:030923828d208dd3a9b3b01f4abd6e7b07e1a9d6965967fe22f28f0a541370a7

Observation 0205a13c-be94-4da8-ab33-422b9a853c87 · outbound

This paper cites APACrefauthors \ 2017.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017

Reference 38

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raw_fallback, observed 2026-08-16T12:14:12.778477Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.180218Z digest=sha256:5f8af4f61f970d37d15ebb7b910b84c5a5ab913e1599a10b9c68b25d102cfe19

Observation 8b87e867-19ea-4424-aaa2-bcac8d2b7d7b · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 39

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raw_fallback, observed 2026-08-16T12:14:12.762381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.185081Z digest=sha256:f4fdb4e7b3d27168138fe7705983c2195c94712550d5340c6a5e7dda22abb565

Observation c30e98cc-f8fe-46ad-be11-8291103bf54b · outbound

This paper cites \ Shives, T.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Shives, T

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.747819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.190225Z digest=sha256:9acf8e0d7bbff3d4328e8c01edce92e406ff88ef881b9a3f917e7fa5d17464f7

Observation 74836d99-28d2-4003-b2fb-bb7148c7b8a9 · outbound

This paper cites APACrefauthors \ 2023.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2023

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.732575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.194854Z digest=sha256:d89265eac6af9a77f01982fe65f0a89fd6a597d09c10f3e8575f226d4f2f14fc

Observation 34acc827-a512-4e08-9ddc-fa054a139686 · outbound

This paper cites Adversarial Examples Are Not Bugs, They Are Features.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Adversarial Examples Are Not Bugs, They Are Features

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.199786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.199786Z digest=sha256:e42c6e922649bc33d272e4641ef8e5f79be105f2cc0a015ea8697cbfe6371b5f

Observation c898a4c4-4b4d-4ae4-9eca-ef7d7ed56e0d · outbound

This paper cites Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.204628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.204628Z digest=sha256:79115a41cdc51ae3ef1bc348015792090a8172b65b8f2823223c8e7fafef5d44

Observation 43d86f45-6c30-4c9f-ac67-dcfd8afc2bf5 · outbound

This paper cites , Rattray, G.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Rattray, G

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.714702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.209644Z digest=sha256:e827cc0b784baebd3d2065b6a50308d7ab2bce0def12073d1decfd102d7555c5

Observation 3ac095d2-0467-46f6-b325-770b6590d1a3 · outbound

This paper cites APACrefauthors \.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.698769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.214035Z digest=sha256:af9ca47b3844e311831299e5a60b7772180d1471a5e1b29b05186b9390c6f32e

Observation 5009ecab-975f-4ff4-b95d-a91954f4089b · outbound

This paper cites APACrefauthors \ 1978.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 1978

Reference 46

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.905529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.223082Z digest=sha256:6a3e27dfd6aedea66e5d851d1abcc67231a68be66f545321d4ce14fc0823d8f1

Observation da887801-5231-4c64-89e3-8f91f50951de · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.674722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.228416Z digest=sha256:8fb391740039b9f36831547fb6775478b42a27b04f5671bd65131d90a5da34cc

Observation 92db0f44-dcbc-4c96-bd68-4eda3df8e7a2 · outbound

This paper cites , Goldstein, J A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Goldstein, J A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.659344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.232995Z digest=sha256:5974049ca75bd2b09f1c971cb385471e4c969f0fec834e70e46e6032edd985ce

Observation a87939b1-1e86-4ab3-94d3-cdaeeb706173 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.642394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.241114Z digest=sha256:248c593350399cd6cf367f2baece45ad871caf8d8d933a9e23b806b28b5d677e

Observation fb778ef2-b38b-4b49-b8e8-f8f6ab1fa7f8 · outbound

This paper cites APACrefauthors \ 1977.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 1977

Reference 50

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.888783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.245742Z digest=sha256:e11ad7ca6fe43629b151aab89476f1e72f4498b2b9c3ab3a8d4955e4f899e92b

Observation fbd891f2-aff0-46f8-b054-eab37e4388fe · outbound

This paper cites APACrefauthors \ 2021.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2021

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.626286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.251819Z digest=sha256:566c96a6b425215493ad3976d88a64a6faf0ee541a46394f5a91b4739db1376d

Observation 39b4be1d-afaa-4d6a-8e61-2459b3433bb4 · outbound

This paper cites APACrefauthors \ 2013.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2013

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.610506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.257113Z digest=sha256:0f9a8f07533960bfacc6ab548c6793713492e3bc3bfcd80f05e580a27bba74f8

Observation fc8f9c71-1aa4-4d28-9446-e554a185dee0 · outbound

This paper cites APACrefauthors \ 2023.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2023

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.593950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.262011Z digest=sha256:e7857482d4d84bfc8af09f2a6141a51df8bd1fee2e8a89b3a85af9b2e56db5df

Observation 66239f54-10b5-4046-8932-b0fb6ecc9b29 · outbound

This paper cites , Sarkar, A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Sarkar, A

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.267095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.267095Z digest=sha256:dfd071e67206764b73abbc13ab65af380790a6cb0130059ea9e135773c788be5

Observation 58b10ca0-118a-47e4-a99c-25d5a12b3865 · outbound

This paper cites APACrefauthors \ 2009.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2009

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.578289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.271975Z digest=sha256:f049ac5f5715a80c2be39d2996948beac46f71af1ff3f3788cefc08cc385a252

Observation 3d86de6c-b5cb-47df-966a-7e3b47e2ec94 · outbound

This paper cites APACrefauthors \ 2013.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2013

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.557711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.276219Z digest=sha256:8dee3eb3dd9a25eb0e8fa56f2b72e2ef199b28ae51bc376c5c31a6f8257d03b3

Observation 90843572-c1b2-499f-95c9-472036ca8cec · outbound

This paper cites APACrefauthors \ 2025.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2025

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.537503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.281160Z digest=sha256:4fa602b1b3b10f3c7fe9e838158bd052f407fb4698a73e9d20aa2b67b5597172

Observation e5f8664a-d9a4-4bdd-ae41-52658c24a9b6 · outbound

This paper cites APACrefauthors \ 2018.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2018

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.517238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.286213Z digest=sha256:310f950836460321b369dc348ac69cfa0325d955cdb066f7222878a802dadfce

Observation 8aa8f9c5-98dd-4f27-82f0-debcc6098f23 · outbound

This paper cites Defense in Depth: The Basics of Blockade and Delay.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Defense in Depth: The Basics of Blockade and Delay

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.291127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.291127Z digest=sha256:8a130e4bb1e810f1bd1e4d77adf12e638c31b1aeda5de0f103c9001a4d3d5074

Observation c1a03f83-111b-4c22-abcc-79ef2779134b · outbound

This paper cites \ Jackson, K A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Jackson, K A

Reference 60

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.855009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.297170Z digest=sha256:8566a4d6ec712b68ac9a0b2774e82210068129aa02803d4caf676c1498a66b4f

Observation 26ea5333-b0fb-40cf-bcd2-e6927a1bcf0d · outbound

This paper cites Will AI Make Cyber Swords or Shields: A few mathematical models of technological progress.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Will AI Make Cyber Swords or Shields: A few mathematical models of technological progress

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:14:10.838557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.303055Z digest=sha256:1e64ce7b642e8c60ea50f552346b531486ddaa181aa5bed78ae7b952e1d26cdd

Observation 99bb57fd-be26-49e1-a5ea-f338578a4837 · outbound

This paper cites , Knack, A.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Knack, A

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.494538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.309439Z digest=sha256:e1491a653ccc94e0424519abcc125f61ecbea81c389b9f3b536820903265e0f5

Observation edc82d30-fb0c-48ea-a9a6-eb16adee9ee4 · outbound

This paper cites Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.314688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.314688Z digest=sha256:4c413070a334b940f60e4759d43713fa0ce9dc49ba11f8f4b28790b61a4181e4

Observation 6f6e884b-59f1-4e86-98f1-2218195a0a36 · outbound

This paper cites APACrefauthors \ 2020 2.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2020 2

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.472814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.320145Z digest=sha256:f1907702852dc13b4986ba266871e069cef59cfbba03f1efe450720b377d9df9

Observation f0b7ae3c-1935-4758-85b7-0054d4f915f1 · outbound

This paper cites APACrefauthors \ 2023.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2023

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.454467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.325199Z digest=sha256:c8e6d4e68132fcca7189794359e80a3e3b6fd1499a49e5b242ac1ead49160b0d

Observation 45d01203-38e0-461a-b699-dc3cc259e040 · outbound

This paper cites Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.329855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.329855Z digest=sha256:042865963f7e9d7974b6bd673e185ba00c53bd307dc87d8ef95d34bac1d588f4

Observation 5270a8e3-fa09-4286-96a1-12481a933b97 · outbound

This paper cites APACrefauthors \ 2018.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2018

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.436925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.335177Z digest=sha256:0ec4f62408ae32fa4d32ce70ce28b1f19d235bafb70fc6922414ed2703db0767

Observation f96ae87e-51aa-4e14-b680-4552cfcfc649 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.339365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.339365Z digest=sha256:ac2df474efb90528a5e4b5f4fce98834d43c6ba62ce92e704b3a70c49f04c52e

Observation 2f978d9a-a3e7-45dc-98ed-f787c71fc307 · outbound

This paper cites APACrefauthors \ 1989.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 1989

Reference 69

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.811409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.343683Z digest=sha256:618c436e32ae7953cc228008d660096abb13fe25e84aa8256bd79989edc10207

Observation 6cec29a6-c881-4012-b571-a4cfb6fa30c3 · outbound

This paper cites APACrefauthors \ 2025.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2025

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.419009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.348051Z digest=sha256:152fa40cd6b500229523eec5e49955a148951c475c3e89d386d4cab6c5e74f2a

Observation 12ae678c-7355-4101-a417-ae353a05e8b2 · outbound

This paper cites , Kenneally, E.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Kenneally, E

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.400993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.352357Z digest=sha256:61119853ecc110f781d3f771d4222b322a314dc56bcfa8969f6297ba54944047

Observation 90f4b608-80b1-4773-b02e-29e916b51e51 · outbound

This paper cites APACrefauthors \ 2017.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.383289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.356701Z digest=sha256:71788869aa9cdd3d74b554d6807214a7d8cba41b9c2b0db657fdb25b5ed726f1

Observation b65ea92c-2464-4a2f-8ff0-c5743d4d7bc9 · outbound

This paper cites , Alain, P.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Alain, P

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.361864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.361864Z digest=sha256:102689b5ab61522a2765f2146156c1332add649bc6f46d94032d718343e60e8d

Observation e5699797-e1f5-48bb-8ed7-de0f356de2ce · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.363446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.368632Z digest=sha256:8ef8fd98b50e5e72868c2da164a05bbbf32403441679f4ae8580bba371a4f537

Observation 9ec9e939-b7d1-49df-a2a6-cab9a337effc · outbound

This paper cites Can you hear me $\textit{now}$? Sensitive comparisons of human and machine perception.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Can you hear me $\textit{now}$? Sensitive comparisons of human and machine perception

Reference 75

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T12:14:11.390867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.375111Z digest=sha256:5c8f50f43c0e883ebd888fc5c6181320f7e3a1a85bec6f43a22164cbfbcad68c

Observation 6dbaa2aa-6c31-48ee-850a-08ab0543e846 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.342503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.379970Z digest=sha256:b88798d923bfdb8ab8e850e2cbcd6c52513bcf63f3b907aeda7fa96540c98114

Observation 4b7dda43-d35f-43a2-b49f-72517d87f431 · outbound

This paper cites \ Siddiqui, M.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Siddiqui, M

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.322539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.384910Z digest=sha256:d4356fb2df5ccf618f0b5f8829dd3248a06eb966b19d1ddeace6bf995462ec41

Observation 261c4560-fefc-466d-9370-8a70b0b123f5 · outbound

This paper cites APACrefauthors \ 2024.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2024

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.296833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.390999Z digest=sha256:3b56f5b5116961a4aab41a2cef2c8b49872e0cff338bd040a5b576b399bca44c

Observation 192363a5-4ad8-42e2-b092-c234fce7fe56 · outbound

This paper cites \ McBurney, P.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ McBurney, P

Reference 79

Resolution
verified exact
raw_fallback, observed 2026-08-16T12:14:11.363390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.396278Z digest=sha256:40a4935c05507dc141de17caf64232af0c54aa78ca416b391203f55f1931e58d

Observation 06993ccd-3823-4bd6-9de6-ba06084ec1c3 · outbound

This paper cites APACrefauthors \ 2020.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2020

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.275613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.402208Z digest=sha256:263265ebb570032b242ddc574af8f81e62d82b1061ed57d3916f356fa08ccff8

Observation 48410f23-d560-4f22-b214-b8d82095270f · outbound

This paper cites APACrefauthors \ 2023.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2023

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.256296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.412354Z digest=sha256:254597b2b27e05029d72922d6b7f6949e108ed0eaad39f6ce8859b6d1d1761f5

Observation ec047b0c-df5c-4590-ba48-0aaa9d83becc · outbound

This paper cites \ Martynova, E.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Martynova, E

Reference 82

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.790510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.417352Z digest=sha256:873da272653c13b9fb5d32244e171e589b10069bd68d44ae5148612aa6c7ec3e

Observation 1b67ba47-2889-4bee-943d-7d3e1506df29 · outbound

This paper cites , Azzam, S M.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Azzam, S M

Reference 83

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.771864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.557026Z digest=sha256:4650109c261171f72ec9a7ef819aab8414c2d8fa80af4be98fb005722cdad00c

Observation 2c5c87e4-ee3d-48fc-bca4-e13e34021b34 · outbound

This paper cites APACrefauthors \ 2012.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2012

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.228631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.563039Z digest=sha256:aea6c475011df930211c38a93db250bdf319acfc29cf1af6967d4b0211ac1542

Observation f8971fb5-394c-4035-9275-d42e54cd0ef2 · outbound

This paper cites APACrefauthors \ 2018.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2018

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.211994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.569191Z digest=sha256:75aa8b15b0d0ecf65096a77e74a7f8a1cb3f42a8424f4e70dd06a6dec440e0b1

Observation 7658c5eb-e18b-4e02-aad1-5319f7e02aac · outbound

This paper cites , Smethurst, R.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Smethurst, R

Reference 86

Resolution
verified exact
doi, observed 2026-08-16T12:14:10.752625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.574592Z digest=sha256:d45eae02c71696752644190910d11b30f91ae42b248b6f95392926d65d5bdcd5

Observation 6403be4a-a6a9-4fdc-ac97-8b3480833d5f · outbound

This paper cites APACrefauthors \ 1949.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 1949

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.580166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.580166Z digest=sha256:bff9bf9f049e54c98139f22b0f98f9be949060e08dea0eaa570275fb7ed90bed

Observation faa90d05-25a3-4de3-aad3-214a2d774b5d · outbound

This paper cites APACrefauthors \ 2022.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2022

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.193280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.586015Z digest=sha256:468e7dcf9056389ba1a3024f477546233c75402b25897a1fe73f9a3d93a306a5

Observation eb08d8f9-f365-4fac-9d2d-6269a9ce98d5 · outbound

This paper cites , Lucas, K.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Lucas, K

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.591624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.591624Z digest=sha256:c76f7837962a6ca7aa036bfa553925d713ab22f9e69de3a8b754fdb0c251c866

Observation 9378e12a-a2d6-4d59-b1ce-eb4a4d3fd259 · outbound

This paper cites APACrefauthors \ 2017 1.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017 1

Reference 90

Resolution
verified exact
raw_fallback, observed 2026-08-16T12:14:11.159349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.596964Z digest=sha256:d439cc9a8714ff1a10f94b2eb63e1d615db5b57a675d482e495f181dca9a21ab

Observation efd75122-1189-42ee-a4c2-ca3271d06348 · outbound

This paper cites APACrefauthors \ 2017 2.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2017 2

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.176932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.603066Z digest=sha256:7a4af7dcb457da36ce590224cb2548348e0796bb7c6dfc95beffb7bbf02ff2ad

Observation 27e5f2ce-139a-4355-b03f-8e22a9c93685 · outbound

This paper cites , Greaves, F.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Greaves, F

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-16T12:14:10.608967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:14:10.608967Z digest=sha256:cfa4544b2541993bb804dd5f376da742fe129f4eb8bc1503804934ec05c2cb58

Observation b52b4b34-8103-438e-9ac8-18c27f5ff79b · outbound

This paper cites APACrefauthors \ 2021.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2021

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.158896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.614191Z digest=sha256:64ddafd05c29dff882b58e8019843234315550651a5cdd64c96df960f9166c9f

Observation cd09e5dd-3ab1-432c-bfb7-b27cab9d0199 · outbound

This paper cites APACrefauthors \ 2020.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2020

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.140521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.619404Z digest=sha256:ea15345aa7f07203e0abbd014ec4340a9f10299046f26486af9d28f343b651ec

Observation 202b484f-f4d7-41ba-938d-95597b5709f6 · outbound

This paper cites , Saade, T.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict , Saade, T

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.121738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.626077Z digest=sha256:7998f15fcaa65606b5495b49c55c37ae4bab70a652166c2e5f7f0f7790e88ad3

Observation d382ee8b-7729-4370-8b3f-6671201ad1a7 · outbound

This paper cites APACrefauthors \ 2022.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2022

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.101511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.631317Z digest=sha256:f48ca84fd4b8a4b12b33fa340996ebf32e34cbef204117de0a6a2c572d2bbd01

Observation fb9ea709-134e-4695-8586-27ca9b51e512 · outbound

This paper cites APACrefauthors \ 2021.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2021

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.076945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.635989Z digest=sha256:b982f0f4a63cf7228102a2802925b34b7c4608abce2bc8c3d9e1b7e5986aff57

Observation 63149f3a-c6bc-42f2-81b6-d82ac23e4e18 · outbound

This paper cites APACrefauthors \ 2022.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict APACrefauthors \ 2022

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.057761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.642202Z digest=sha256:f93f8a78165e3e46145cc3bcfe8244488b706cfacf3cb933ed1a859c7fa9d288

Observation be1153e9-8f54-4dbd-bcd9-b5430ca63bb0 · outbound

This paper cites \ Jensen, B.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict \ Jensen, B

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:14:12.035340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.650461Z digest=sha256:7e2d9f207efb6a296e4d94270a7c64eb6e0e1763137dcb1a5461857fcb6eae41

Observation 6cfc91eb-833a-42a9-b2a4-08301a905391 · outbound

This paper cites an unresolved cited work.

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:14:12.017267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T12:14:10.655366Z digest=sha256:4cf7a9a6ac6fc05e5826143eaf86f4d7eaec4acc5d8e8897bf387c865836f710

Pith citing papers

Observation 050ce2e0-81a9-4877-ae5a-ba21a20afd1b · inbound

Defending Against Intelligent Attackers at Large Scales cites this paper.

Defending Against Intelligent Attackers at Large Scales The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:14:30.215062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:29.862277Z digest=sha256:874e941ed4da1c35199a4630026c4fc72aeccffa356f732002a1086aa9b3d721