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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 8 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 2026-08-08T06:32:00.761636+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

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.396071Z digest=sha256:3b324d09d35963e607346457419a6f00a5345115594af2dbf36abee26af624fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.522977Z digest=sha256:a1cf1e681dd0ebb2361651f8bf53c16bf4cf80bf190c1817d89bd065b1f5ed87

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.627346Z digest=sha256:54c4a9ea3ce6cde29e5158e544fac07b14584fdb19c5e31abe0efcecb62fc2d3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.729579Z digest=sha256:d6e91e4b6704d7aceeed00efed915fe7e75ba1f0645dd852ba49802e421d8287

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.825850Z digest=sha256:0a75afbd527de8133a44a80b09d3a0086feb838fa52108ada5d99c4e6878996c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:35.908396Z digest=sha256:1cb842f0df7188ad4d9aa2d071299ec11e675a5c3aff891aa70372d27aaf7383

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.030154Z digest=sha256:f1f345c31593dbed9b3223c0f14f1135c56ae43163946daa5b02bd8f5d27f13a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.143514Z digest=sha256:383ae03d9363ab1dab75859bebc2766ec0ccbf2a54065338aa19e5663771ef10

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.285646Z digest=sha256:9a10ac3a9045645ab029d8bfad4b07970487576563a44a5a2f18ad6db4ee7ca8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.449901Z digest=sha256:140db9257ef420d7ac926e7eb62886fb87ecdc64d214a77be6ee3bf6aa6c70d3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.565819Z digest=sha256:7e1ecc45246ddbaa425fa15fb80c59def23054d6f71da31a7337a915550ae167

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.733318Z digest=sha256:46619f9c4a2499b86b5ec8395b69c91b2aaa2ac926a13df2c7381cd6646cb0da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:36.862382Z digest=sha256:a1a27fe49a824f78f09f568ec1ee1cb277f1f8108be343f0ba6d04f752f7d728

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:d28f19e0f4b2e6bcff7354eb391981bb3c5f37118176dd2b87e0f408d60319dd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.095866Z digest=sha256:2db50377b4b3bda4c5a887e564aeca3283fc18f2894792ea20a9126cc83dba4f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.255155Z digest=sha256:fab0efe0ef0692b22ee9b5736c86d730114760c7f7974a22622f48e80a68260c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.368380Z digest=sha256:95fb7c0b47ea4a952522607b5387ee0ba1197da7e5cf5cb56c1abb9ac6da209f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.540025Z digest=sha256:c6b1ba29d787595fcf618fe0215b367ef94248c407c8b12fd3a96d52f2bca7a0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.702172Z digest=sha256:12cf5b77c2d8b8d4368f6204bc26350736c6f62a04b3cd01ee523c23415a3c73

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.823561Z digest=sha256:7b9edc86f018f7c295809573241c3d4fd4423e6c2825875b7b1e59482feb0c7b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:52:37.929798Z digest=sha256:c1ad7b412f325c6b118d77bfeaa8bf09942cc88a8c38b23e16cabe47f0b7623d

Pith citing papers

No inbound Pith citation observations are available.