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Paper Citation Record · LEDGER

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2505.23805.

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

pith.paper-citation-record.v1
2505.23805 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:37.929798Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f7fd4a5-d232-4e3e-b74f-31d6f6bc2f48 · outbound

This paper cites (2025, April 7).

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes (2025, April 7)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:41.766970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.396071Z digest=sha256:b99d07fb56008c7316355842c4451fc62dccd2fe7155754317c26540127fd4bb

Observation 6a1dea0d-a691-4001-acf4-4fa64115afca · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.528504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.522977Z digest=sha256:149d44509170657d6c3e179022b1d68c1e89266c9bd5c5b416904131ab162b13

Observation 36ca6a02-f57c-4df8-a6a0-c7dbe34bf1d6 · outbound

This paper cites (2024, March 18).

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes (2024, March 18)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:41.391553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.627346Z digest=sha256:fa004d8258745231758b1cf47b0947c3bb91005d2dcd98a97f49085279fb41a6

Observation 76c46547-4527-4f8f-bbaf-02ee1b6066a0 · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.159009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.729579Z digest=sha256:98aec04685d1b62713c979071c76f08bdd393dcd8cb209bf0c4d7fb8f37b02f2

Observation 4a2a2578-4dac-4567-b112-29f5a83a11cb · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.954345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.825850Z digest=sha256:12012d1b5fb4a5d5f9cccaef98bb4765faea0ae9895d04552f0bba702a767242

Observation 99c69ae7-5cde-45e1-b0d6-859a5d009c49 · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.985356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:35.908396Z digest=sha256:4e51d35888985e52db5f2ca46e6f8e373756587b004b56436f9e53f20c9d335f

Observation 2b884d4f-c4b5-4fd4-8f21-9df987149ca3 · outbound

This paper cites H., Sharma, D.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes H., Sharma, D

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:40.733939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.030154Z digest=sha256:0eba5c6955f0dfb42c65a0e6ee90f002465ace07e1b668f734327219befbf338

Observation ac651ef4-e9a7-47ee-82cd-c2eec7e4502e · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.485681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.143514Z digest=sha256:e762ef3fb1874bd3f78a1bc9ec3499cebaf724c76e947162fc6ee1fc09439713

Observation 11d40323-ca32-4953-b82c-579c5046325a · outbound

This paper cites (2023, October 30).

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes (2023, October 30)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:40.212893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.285646Z digest=sha256:95bd3f33d39f6609f2dbaec177292099bf131ab5625d1738de8d0d24126190ac

Observation 90f5fcf0-7f22-4d82-b712-1471c5612cd2 · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.029065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.449901Z digest=sha256:b580cae6d78b00417426baf96f36c976266612eebed1b5d764885312c6cd35ae

Observation 28804f35-9d83-4a49-998e-3c5b8a96e123 · outbound

This paper cites O., & Nwakanma, I.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes O., & Nwakanma, I

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:39.694391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.565819Z digest=sha256:f15b25d25c8fa8ecd6eac53e50bdfbc4a58d9c9c7fb835fc7becd359e171e3ab

Observation 3e009f3d-6f8d-48f9-848b-e246cb81f53f · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.533264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.733318Z digest=sha256:d19c93962e6113c6104e8ca687fb30f060f615fbeb1bc5cae906e068c9fb60c7

Observation 1f11594c-a60d-488e-bec0-2dc003e0f0dc · outbound

This paper cites K., Swarup, V., Wang, C., & Wang, X.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes K., Swarup, V., Wang, C., & Wang, X

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:39.331009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:36.862382Z digest=sha256:4fb19dd0c176c13f426dd8b9589f1f40b70581436f1ececc0ec4c2c005e5b049

Observation 65f1734f-0dc3-4df6-83b7-f6780a0cc7e4 · outbound

This paper cites Building A Secure Agentic AI Application Leveraging A2A Protocol.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Building A Secure Agentic AI Application Leveraging A2A Protocol

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:37.009584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:37.009584Z digest=sha256:2132c996d34109d8ff2bc751e1aa6cf059503494ba9fd479043ce38bfaefbebf

Observation 27526ba3-d40e-4175-827e-d7bb84772695 · outbound

This paper cites Runtime security analytics for serverless workloads.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Runtime security analytics for serverless workloads

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:39.144813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.095866Z digest=sha256:12a4b5ebdda90abfae86a942cf26f5ed5bf0511731567903050cd078a8077465

Observation 1adc9fea-5e0d-4dd5-a92c-0c952c910a74 · outbound

This paper cites Springer Science & Business Media, 2011.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Springer Science & Business Media, 2011

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.946927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.255155Z digest=sha256:eb607b806a7bba2405f51e6c7e3702a39e6db0e5c363a9d7496c7a578978ac8b

Observation 640b62c7-8222-4fef-93ae-528d502f68d6 · outbound

This paper cites ’EVENT MESH’ TRIGGERED METHOD FOR HYBRID CLOUD CHAINING VIA TUNNELING.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes ’EVENT MESH’ TRIGGERED METHOD FOR HYBRID CLOUD CHAINING VIA TUNNELING

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.833819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.368380Z digest=sha256:67ace858d18a29fbca2df8369493ae343c522b0eeb93759c67600be083f953fd

Observation 99bfe7bf-0cbd-4d52-8f47-8386e224dcfd · outbound

This paper cites Dynamic proxy response from application container.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Dynamic proxy response from application container

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.715554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.540025Z digest=sha256:9b754421872f0f64e4ef8f23d6628dd15aada920c5455a50507a939058199324

Observation 0fe737ce-9310-4ac4-820f-f80a4405966b · outbound

This paper cites Design and implementation of the Kubernetes container orchestrator.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Design and implementation of the Kubernetes container orchestrator

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.577132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.702172Z digest=sha256:7e6a2c7b649af2cf594f5560a17a7a1ce17b913be5c3f1fdb582d4cdc0a2545c

Observation 4af09074-41aa-4175-bb65-b4619a809d2d · outbound

This paper cites an unresolved cited work.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.431267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.823561Z digest=sha256:35b119c6dec35d94bcb8c740b585e64a7811a0b2825aed1b27df1e5893369f8f

Observation ded3c838-0e59-4b81-b19b-46b88bd2ed98 · outbound

This paper cites DYNAMIC RESOURCE PROFILE-BASED CONTAINER AND SERVERLESS CONSTRUCT FOR COMPOSABLE OBSERVABILITY TRACING.

ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes DYNAMIC RESOURCE PROFILE-BASED CONTAINER AND SERVERLESS CONSTRUCT FOR COMPOSABLE OBSERVABILITY TRACING

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.202912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:52:37.929798Z digest=sha256:9ac602701a6f88e019c7536ab463fa325a1cc44fe022c74fff43a0d43d450776

Pith citing papers

No inbound Pith citation observations are available.