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Paper Citation Record · LEDGER

Agentic AI and the Cyber Arms Race

As of 9 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2503.04760.

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

pith.paper-citation-record.v1
2503.04760 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:56:30.659880Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3deaad8a-c6ab-448e-9e3d-144a26d80415 · outbound

This paper cites strangle the baby in the cradle.

Agentic AI and the Cyber Arms Race strangle the baby in the cradle

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:56:30.757561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.637196Z digest=sha256:afa9fc4a405b0e3095f567b20fa68b79922713046bdc2cda8cad0aca49f281df

Observation 81a2aabd-5d52-4aa6-8434-63222ad9d837 · outbound

This paper cites The long peace: Elements of stability in the postwar international system.

Agentic AI and the Cyber Arms Race The long peace: Elements of stability in the postwar international system

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:56:30.747185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.640270Z digest=sha256:88fb55bda4b3661e99fa7f03fe9553ee56b682ffe16156e1ddfa71c1544f31bf

Observation 377866e6-bb28-4f75-a22f-7bf8e4fcbe50 · outbound

This paper cites Ai and the future of cy- ber competition.

Agentic AI and the Cyber Arms Race Ai and the future of cy- ber competition

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:56:30.735795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.643897Z digest=sha256:0b643aa2c3c39ebf0e30b0938f36b562da27d2aef99f90ed925747f1e4e2ecf2

Observation b65e0d08-fa42-40a2-a85e-26282f48ff3b · outbound

This paper cites The Path To Autonomous Cyber Defense.

Agentic AI and the Cyber Arms Race The Path To Autonomous Cyber Defense

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-08T14:56:30.650166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:56:30.650166Z digest=sha256:6e96967c8d710581dfa854b051ce058fda880c1dfd7a673969875406bf781306

Observation 233b5248-502b-45de-9b7a-cb1a4c406234 · outbound

This paper cites Towards a high fidelity training environment for autonomous cyber defense agents.

Agentic AI and the Cyber Arms Race Towards a high fidelity training environment for autonomous cyber defense agents

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:56:30.713907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.653863Z digest=sha256:c95af5f9bb8122607a39bbc8c79e8131edf030826c88c31ae5ac872844d5955f

Observation d41286b4-34bf-4bbf-baaa-b0bc4772b999 · outbound

This paper cites Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks.

Agentic AI and the Cyber Arms Race Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T14:56:30.656803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:56:30.656803Z digest=sha256:552116cefa2cdcca2bf0913d9ea33862142eb3d9a8b9627856aa0dad6f63e92c

Observation 2d22c3ed-5b6e-499d-9155-eec10b1be1d0 · outbound

This paper cites The determinants of military technol- ogy innovation and diffusion.

Agentic AI and the Cyber Arms Race The determinants of military technol- ogy innovation and diffusion

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:56:30.702700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.659880Z digest=sha256:0dfe83e5d7c90b10e2ce372ff4bf030ace4b05d1e8b4ca98213ce577d1a40b87

Observation b360f692-f93e-4c09-8ada-369391caa459 · outbound

This paper cites an unresolved cited work.

Agentic AI and the Cyber Arms Race Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:56:30.724646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T14:56:30.647448Z digest=sha256:1feb8c966dbdc455e8a170e259845fdc9b647211d029d9188aa9b2454509300e

Pith citing papers

No inbound Pith citation observations are available.