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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 22 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.396071Z digest=sha256:79dbd140dc0892547ff4ee3bf3e770f686d97a809fb4ad3e9f0f3f92f6849a01

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.522977Z digest=sha256:2cd89ebfdbb440fb8b0c86b87020523f268dd4f819452b6d913a030d632f8067

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.627346Z digest=sha256:2d834797d04a984dc886c6d79d00545fb907c6a56a99becc0127189d182b339a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.729579Z digest=sha256:25d98e4c060ce6dbb5485fc4ca7c15865f09c9119b8451065d9856cd78808e34

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.825850Z digest=sha256:1ccec6690a78d57d4a34bf4d80fbc53828cc0da1e274fdf2060891dd7a0521cd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:35.908396Z digest=sha256:860771a50dc64a78c0d267eb78912f186d03860163fe70ef9b5e1871dfc3913f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.030154Z digest=sha256:67c7fd8cb9bd66ac35dfa773f98f732e6900da9bfb1bed7efa5f300643cde2f5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.143514Z digest=sha256:03caeb3cf49732c6b65768d04f2df9695e21e6d86faa8d0db0132cbb21b599ee

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.285646Z digest=sha256:3dca1ee285fc682b3eca6576960a51ad73f6b68ac2a9eec1ccb35307926b42b7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.449901Z digest=sha256:82ab382f12e5d8438e97b6653a7dc15974bca48994760cd3ef521ff296a69e3d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.565819Z digest=sha256:00bdb930dfb0aeeda66450d100f154768ebeaae94fa82d6efdfb0fbb55ed4440

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.733318Z digest=sha256:578286a8ad73cb0db30eefdc48503ce24da8adf4de0c395772f52b5ff6824874

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:36.862382Z digest=sha256:bc364520a69ca12127e75b471710e2a78bd6033cba31dda0ce217654415562af

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:c5720cfc68f3a836ef2b41dde66a753dfc0d56cb427efdd104931ee91612d368

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.095866Z digest=sha256:10a89a07cf16c2500f3b0e1ba8d5be9d8c8571925faed429e6541435534db267

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.255155Z digest=sha256:7aefaf2aea755519b032a9f2d780d7741195023ccb5fff2c035ed1bfe53e8e52

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.368380Z digest=sha256:6c728aa28ae4a45a320d3257b5ceefbb7ae65c94c1aef8e052eefaf55d9bd136

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.540025Z digest=sha256:867eaff6386cd4bd83ce033d565ca3f5dbbfd7feec5e08df43167e0d094d529e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.702172Z digest=sha256:c2f8d77e4060390abde103b221e4711cad1a47020c857c8559204b7757226fd9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.823561Z digest=sha256:ea31fd30b76c191364d3229f3ee76611eb81ce571221bc8c03897bc6f3f6d417

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:52:37.929798Z digest=sha256:299ec76bdbc8965f9f7b3820757cb3c045ef19053a13f97631a4b2eca13d959c

Pith citing papers

No inbound Pith citation observations are available.