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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 17 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=sha256:8020e428ed4ef98f14770093581c839b03d960a61c6c7300ee0a0864fc81b269

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=sha256:31bf6e56edda49ef903a3a2b679a641c13ba707d9e64f7dc54f3e7924e21383f

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=sha256:88e63886fe98ae25b697c55b489736c02a039a3927d27caebec16bb798281304

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=sha256:5ba21bd1d39a17a521685053eca7a97002e464a0853100f9e0a4e828c8e7db21

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:dddf14e291fceaae1ec864e80700fdfffa6fb9d736f87d3c8e961fcffb8ba48d

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=sha256:7ef022e6e098e7710b428d8e8b0d1e288ae10526e40c53af1fc18a48550f4789

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=sha256:79223d141f76c3b65649b0d998bea41e943ae75625e77a5ea8589b6ce46b55c7

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=sha256:0525000ab4baaba53218c27330b84f6c5c9591f3324bf2e1a0aa4ac2932bd0d2

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:b82ec35953eca081e3b01bd3a5b0d6fd214fd96d22b4f6e0add24a448845af94

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=sha256:65fe51cf8f3af8fb25929e31360e4f09e176d129cbefe2bee1aac7453db95b8f

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:faa755bc5499a8bfdbf638fc5c4ddd035edc44d70dbc2b68b6dd393a8f38a12c

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=sha256:33ee4dda6522827e68abfbeb7e2919e8e16e43f048d750e9d75ff32718497036

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=sha256:657b2eb1cd5b5070708a36ba225940f037bbaca9eb3160f43813f1bd1dce4ec9

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:b3eef46d2f9826e5a9098babb6186c190546235eede869ef3581ff255780d13b

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=sha256:390e74b9f708df4ef066d95d8aefc645195d208f62643d6e9b03a9484f5a2289

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=sha256:80f3474b6014313a0763f5509798f6d66d5c1a144ce4f2fa0db72aa6d67cac31

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=sha256:6119ecfc711a7421323662bfc671239b335bb2c81324b2d99689ac48751f99fd

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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source=arxiv_source observed=2026-08-16T12:14:10.068547Z digest=sha256:26d819783912800856f0d6f81e15f419fa5396c8a693da107ab69611f2260d97

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=sha256:9f5b26f1cf89cc2191a712b13aab61e234d88f9d33d20877582782730d0725a5

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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local_arxiv, observed 2026-08-16T12:14:11.843920Z

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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=sha256:352db4d522c4f0a2e345949c5b957c4d8af623cbca8b7cb8cf6d582106fbff53

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=sha256:51e3313ce75170a2ab9b380ddef81c3b4c877b450a3d280704fe1709a8afc2f8

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:a231d1230e3c288777472676531128cc3bd5d20d448c939e0c45e972b7c28b03

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=sha256:1c80619e2f284479681d0081bcbc43341ee0d302361507d31292bcb990ebaba7

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=sha256:1187c4abf0bf9d25afdc94cad1ab41726de0f4f8d3fef511990c3897511b5661

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=sha256:639247af0725253c159c02674ab3d5173f4e6da9de812437e8bec6474940be1d

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=sha256:4b8fedc352150f42b4a6030d7800e237240a2c2bda6827a97191be188be58647

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=sha256:46aa5622efb83dddab0042ce2b1a5993e45ec26838bf8c5a525850f9fa8bcd66

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=sha256:8aeb281f6e757c4620d498fe97e9ebf6ecdc677fdf5fd178e01ae92ce2c78edb

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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doi, observed 2026-08-16T12:14:10.964682Z

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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=sha256:2eaf258dd92cea6a4ad521e4c9a2444ea45ca8f426b7ee00a6a31eb60961dfd1

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=sha256:1d244c813aad7643a9a10ef351b3645b18ed68e9c2377f52814a7576fabde64f

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=sha256:3a8423596b30ed86da773b0de790331b6c027032881e5fffe89672beffe64c2c

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:a0650944c487e2d6ea840be1100d67a2f021c3db8eec5829c28a5bd22cde8972

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:a816cf409f862966053f25ad47db15b2f16788eefd2956a2dc4f7c51a95d05ce

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:fee6a02c73909b167360409f8a204e560641f0c9c8d85a22c06edf7fc42514ba

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=sha256:4fc47239145be3f7433a955708612455761678039fe9e60d54a3f438d93173a1

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=sha256:83ff6d4ecdc39dcc1edc8fb37c97f321e1e1127d1d76e75f8a9a746dcbee4fca

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=sha256:050e13a33d9838510b432d4fbb465ab0dde4367d372a1a4a60143bad70a4a0ea

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

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=2026-08-16T12:14:10.180218Z digest=sha256:a968e528a65e944d60ab1b272169e82d307803e34b627a554e669d325c0e3212

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=sha256:0a886bb25bbbba73b8d9f51350551aefc552473887fe5fbdcd9c93fac094b35c

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=sha256:8b284a017b23302eb1c63359e3c7c099e672665c4c4468dbab7a3f763fc62cce

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:f67d0642160bcb6a5ec78b2aef7e981288d842ab5ddd763b644e73e2dee6e510

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:d61b94b19b81b6935536e7061671971fed5b8337788940b359a529781cc5d8e6

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=sha256:854b18f58ebc758a44d56f88c346b97c9e7a15ad06ba310ff08d205c3cc9a3dc

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=sha256:74c93d05a56a0d8852a9ecc828ca642bbf32110e59a6c12f329ea7eaa367a001

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=sha256:0e7506636a3ff1942786af263b0a086d2ece70da90ecdb093fde6b7be0a4a36b

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=sha256:8eeb26567e804d4785ff1504e11ce52ad43496ba45acd4eb0eba343d9c5bbb80

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=sha256:449d3a20cfe5cdcd4c66eea16396c2d0faaa8a63d404a910a4c18edbf1389170

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=sha256:1998aa80481b0cfa325d9287864d33297f0895b090e1fd9e61e0d6833f23fdbb

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:ddb46af617398fd8870d5485272e29b93146076b76de0ee6a0ef4382180e8e5a

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=sha256:6be38b2a2a2905e2e053c62c61ff19c8017eb4d8be216a72b04cf80fea0fb52d

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=sha256:0fc83653579dca75caeeee25c8ed62adc42937888cbb66b67c753d106d6c142a

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=sha256:7cd9c1bea0ad3a548f9c88272b26ee8f3ecf6356d9bb349a49196df35ddbd2fa

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=sha256:3f3dd51f0df23951a23a9038dd9adf4a911fa29b4bd933bc26c90a2de00f8c27

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:b4f3ba29f54d4fd79fc25f6b2674306d58398621b8b02f21089e0d5e167986f4

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:ce0b6fde1907534bfaa593da4c0933efd3e893ea9adc05a81d926e1d7b2cc8be

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:a9e2c234344370f8b95dfb2d92aa39c417087d8feafb596053d448ccd3a9b4b1

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:f3ae89c56743faa21e1fa966a1ed7a55d1b629db1e6a3dc0a0dcfd7bea448496

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=sha256:3f99c5ecd4d35f12bd15add693bff9ae134eb2a24e942088eaa76d79d37a3eab

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:a7829360561c18a5569fd5d5c224f55ef5c8e854c86ca6a87393cdaf6c214e7d

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:b951f8590b5c350bd43872d6ab93fdd1db61e15be8bf46bbb9e7acee78807099

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=sha256:196c21e136032bced2db429e23da32280b1fd6ccf2d6558655925696a802f9c5

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=sha256:4a0bed9ace35614df56863fc6155ecdedb0ca4983e0951657b5ad70200a3d6e4

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:a8a61e5369f69071bd2f32942085e45ebe58b1c09dec313cf2a8f973528d56f3

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:f519244bc0a7334d8e0b12b37979df75b9334e11b2fbccd72d35f59221e28282

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:d5285ff35f5dbb312520cb252b66d3726116a1e3cb3ee892718464f70951a075

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=sha256:337ef33dc621055f3c242f1202bd1f9fd81f629aca5e86d025eb70dfbe95af23

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=sha256:207c6c5c6640b7b4692b934b17f9167ec5e1a70ffab807d4599d3abf50194fc2

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=sha256:70c969fb604608293af93188acb6b11cab6ccef8d2df1a24efc6eaae5e0ec37f

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=sha256:2aa020e0ad1916d3b823c98439243ae7611f5b64156ec611a2566a9cfac3e5d1

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:f5de4964344d4ea7723ec2166233d463057483cdebe6e864e5a46f74a84a3194

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=sha256:4f6b68a029725b8b100cae75e8bd1e39203839e2b8716c6f713ca3759193c403

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:cb3edbc5072a8e3dd9c07e3365601bb8dbc7e33ac19d598492b2604a43163ce5

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=sha256:67e6bf8eebb723cfdad0370ce80d4bbc3e370d27bc3b778a4b804908df110f3d

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=sha256:62aa3a410607e23afb5db597eb983a15a66cbec0b066479405f77bc8df6b0842

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=sha256:941eefcfa3e61f77c054d1678dddac3ccba02ac1575a08a9f364a45277ad494a

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:e493e853648e87baa9607401337a141777272c5060fcdc04f2085964dcc325cf

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=sha256:0a7542b65b83cb3214aeea04cceadf97929c08b881513bec26696d3086008f7d

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:aaabae4ed1aa6b1087195c6b0f424614995d0b95e63783e6b831dc93fa45a349

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=sha256:1dc8833a8158c92895af5bf36d94fd6452920c45cc8c36d4b8e5c8a0551dcbf2

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=sha256:6606a16b1025c52077744b62f8fb08228a95895f873ade54660134addae2e0f5

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=sha256:8f28a58430e6aeaea885bdf4b15fb0a5ba8fd70b4f92543ab1f4235df22e5451

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=sha256:8fc15c6cbe95aab96f8230e8e851a564eefd90767adbeef2e448aaa9c30e5ae6

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:c529dfbb2ce3330ac1f43e8af22a54fbbdf3246f2bab0dd6bde37ac9a492ba93

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:b1ca0dd4fb31b83d9ecdd74d86c94634514bfeeb3a6133e5f16e67ee8035bc7f

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=sha256:67dc1e592043fd95ccfa967e868356005ef8b6790dc66db2e4cc12f8b6a54f1f

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=sha256:536bee67e78d71f59d5215c5fa74147694c5e7d3fe6df695a94948ba5e8e27ff

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:c956c3e8a3e2dec0ab99ddb70c2f1bfaae3917ab31ef92bdd41f256ca9ea2a6d

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=sha256:127a26ae4277533cb005d84ab109aaea2de54535f7aafca3e7cf7734d72d46a2

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:a016ffff256a882b2357a38c1a8c8ebcc366c5361929b3b65a42e394a187d9ec

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=sha256:6eeeb2f3ed13c19aa9aaddddf08c4f01f42af8ca1e2b6285b3eac3df453bbc95

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:ff67f2edbb31ca017c7a557fe84efedd2ac2111334696d9820b17c75de6cd5bf

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:ecdb72502ba51dda5bd1d9beeb77a6d66b87ea5b874f16f1bee7a43e430fce17

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=sha256:92d8d5e7380d096f3f01f5b6857c9e3a1ef891eb7b6b3d9e8697c7811a5a6a1f

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=sha256:5338aa7f9e28b79c6fb65913a8c591f376b936a3c98eb7d68b977f55bf0dc78a

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=sha256:06558a775b95979ea9a00b78b7f482243df1e36cfd847e179cb017eb068d92b0

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=sha256:3aabca07f8999dc0c3fe0aba7d6f5dd90c507a2c463862d6e675f379a248b2cd

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=sha256:704e1239380d2c43ed67a8bf0a2c51e9ecd9dd43df0735c018e5c4807f65d751

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=sha256:9a391c82f0c8ba07ee9376d7f9d32966edeb49cb67bf4da596332aac362e934e

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=sha256:626bd77c187237f6f488c81c29820c223e14c72ad16c49c2d71692aba47d5cce

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=sha256:17825c60eb04ee9116cf4614dd1a8ed286c3f6dabc0cc31db942be3cd47d7df7

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=sha256:430d81fd37e8572745575903b5ab3592aab292e6a2ecd0b1027d1beaee92f239