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Paper Citation Record · LEDGER

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2501.16875.

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

pith.paper-citation-record.v1
2501.16875 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T06:03:24.093116Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:32.908305Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:05:23.993730Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17b8150d-15c4-4d7a-850e-4613b320fec9 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.513466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.513466Z digest=sha256:bba6d1430b58247a41947aa6e78212f88d9ec77b2259ba9cec251cdc6a38255d

Observation 27cc9092-e7c5-40ce-be68-cfe953fa1d20 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.506729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.544407Z digest=sha256:714c2da6910be5300d272ae9829d164b3b6fd52ff6ed8f97d0e46f1e7ec89f7e

Observation 31714eac-09b0-49ad-9601-3c33c317a6d3 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.391247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.565400Z digest=sha256:facf20c8bb59b01d621562b7c1824e69de9fdd20c790e6013d735ceeede2d630

Observation 82c75185-326c-44bd-873a-4b2dd55ca072 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.593837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.593837Z digest=sha256:24d249f4df2ac496712c857a1df87ec6e23b054268f73342599fbe04e301e75b

Observation 032aa334-87c0-449e-9fad-5320782ac334 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.342117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.608942Z digest=sha256:e1e9f6d63bb3525a405530b60cdf7879fe232220a37b339d2afb94a80671a4c7

Observation c3632e5a-b77c-4bc6-a061-b1f7b7b68a6c · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.284004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.630316Z digest=sha256:0913be08a64ce304981f85750a9957df338713c7bd1786fa79c83fc78b2d52e9

Observation 9590e211-b02a-4980-90da-1707471c7d3c · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.645471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.645471Z digest=sha256:fedff1af2a9f9ce0325b1e0ab8e099dbb7e8185218ecf9232dcd3f785368c1e6

Observation 307701bf-c82b-4216-8a12-ac694f5ce35e · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.214683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.672964Z digest=sha256:eee96b96e37cc173b1a1ee25b6a6e86549368aadae1bb5869e2fa87cf73da6dd

Observation 67353aa8-5c04-44b4-b65d-b2d5b269d756 · outbound

This paper cites FastText.zip: Compressing text classification models.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis FastText.zip: Compressing text classification models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.690031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.690031Z digest=sha256:99a80756887071fc7386afaf6777701a07f9428317183ab37229ee5417eee647

Observation 3063990f-7d69-4e67-a89e-e37c71f905d6 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.152136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.702084Z digest=sha256:d9bb8a02f3437facf9351e98beb7b7b95640c802c467460d7eb4bd378d013090

Observation ca16338d-ad2f-4a69-83fd-213156b20308 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:25.063804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.730559Z digest=sha256:d7f211312406a5e1ab39fef04cf6c694b024f831bce44a2e81f1fe4889dd83fe

Observation 411098ee-a133-4086-b86d-02c798309f38 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.965498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.739648Z digest=sha256:216e57530de2967553bc2452e391cc6e3bd59af95cab72e2e748979247657cfb

Observation e3c1d246-eccd-4ad5-bc05-6bb851fdcb55 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.915930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.757619Z digest=sha256:3a2eba1447c18058de68f22b672192aff349fedb9f820ee04640a50f4b363df0

Observation 59e6a717-e95c-43b7-b016-b219ddb2b266 · outbound

This paper cites 2021.{Jump-Starting} multi- variate time series anomaly detection for online service systems.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis 2021.{Jump-Starting} multi- variate time series anomaly detection for online service systems

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T06:03:24.900637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.769014Z digest=sha256:54e13cd93c4f1923b7edd3ad7d7c827f8883b5fda0a558a09b24b86f04944773

Observation ed68e4bf-36bf-4489-9a01-03fad746371e · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.797844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.797844Z digest=sha256:833c06e40173983b0b871b964b71d8067968a68fd62d832ca9ea20872a976582

Observation 19f1a075-a118-4ca4-8a13-c1e32cfdb20c · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.873225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.823966Z digest=sha256:29c280e8bda0c75495b3240b734ae6f505c1fdafbec0c1627edfaf3380b27a18

Observation 54654d56-e83c-4a24-bb78-31c4c102941f · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.850949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.854037Z digest=sha256:462f0bc11bf8425a1e9c40d84c96b25d829c92f8f4960831bf9856fa61854fbc

Observation 9161b9c6-1023-4ca5-95ab-cc30456e6cba · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.814461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.867549Z digest=sha256:3ff48210230a85bc53cc20d2a6f4a4e08f9a09aa66152441b23d94994e215ed6

Observation c767523f-e664-41d5-b369-73908606d3e6 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.872253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.872253Z digest=sha256:feb460c17747b03ca5de24f8c38cac91ef40adb855b5cf471fef9bbac104f382

Observation bbe1bee3-c2a1-4062-8955-dac6c6310e6a · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.738536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.876943Z digest=sha256:b8f460513645064b9ac8550b7b43b88cbf1ed39e757929d664d97c16be3cb483

Observation 63efbe98-a2f6-42ba-92e3-d429f3b23588 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.664639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.888255Z digest=sha256:1bfe378968d48966af36c104dc502fca877204da181398cea62baf7a973c9169

Observation e558a895-a060-4388-8fa1-1245332a2671 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.896007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.896007Z digest=sha256:59878b0547732b0a6099f717f35c067de7f0fcdd39ad4b2cb67de4a0ccf32d4a

Observation f98c517c-d1eb-4acb-81c4-cffdc6930916 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.603428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.905775Z digest=sha256:3921d8552499942c727f9a037211ed4c67b583ac91dd9688797c21aa70e6a1ec

Observation 2870638c-91e2-41a3-b8c3-d31725d5cc02 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.913220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.913220Z digest=sha256:4729eaafae49845aa0eb748b1c983935f6694fea327a2660cbde9f69cd822e6b

Observation 553af23a-4db8-49da-ad97-70c1e4cf9a92 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.510783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.918767Z digest=sha256:3cdede9740c45612d2fd8b3a213bf6de8184f1020b1c5682b7fe0ee397f4760e

Observation 0193125b-b9d0-4154-8be9-c2ba4e439ac9 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.445372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.923192Z digest=sha256:864776d48e522c5792d5332a571539e723252636100ac63a233c7d273bd84ab4

Observation ff201057-442f-44bc-851b-1f40ea29f597 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.393283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.927612Z digest=sha256:0d4660723ae51df372ec4185129ea20c8e33542f3fa5fc9876ef1de7455e0138

Observation ad2909d2-a4c9-4001-8786-3168459df616 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.322468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:23.936610Z digest=sha256:fdb6e779a59749e917c0b7fb04de77e15a2baa694c6d389b7fa48e5dd293b94c

Observation 78f31c15-03a7-415b-9513-52afc3e1b85f · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:23.986331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:23.986331Z digest=sha256:8bc178aac3f78d19f8c3c2f503faa39a4dadcfe9416b6c022b817b776f072ccd

Observation 6009e42b-cce4-44ef-a61f-ad37a5d87bfc · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T06:03:24.229172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T06:03:24.023799Z digest=sha256:f9562982f9b4c52c79d9561c66494de366e762e4becbb619e0572bc896d3c403

Observation 6cc6adac-0208-4cf4-a8c4-a40872ab9fb9 · outbound

This paper cites an unresolved cited work.

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T06:03:24.093116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T06:03:24.093116Z digest=sha256:8442b29d049a820146d520215fa6cdb9f5977f3c9751a28dc708729ebc5cbda2

Pith citing papers

Observation 90e9f167-53d4-4618-9c50-8a495ec5abef · inbound

Rethinking Causal Mask Attention for Vision-Language Inference cites this paper.

Rethinking Causal Mask Attention for Vision-Language Inference Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:32.908305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:32.908305Z digest=sha256:7e233930a650ebd5eff77ce09e84fb7a1bf95df4ffe77ea3ea8c4f0696db1fd9

Observation ceed0a63-84f2-46d4-8f7a-8a2ef650c4cc · inbound

From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning cites this paper.

From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:05:24.040842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:05:22.770132Z digest=sha256:0a604da71f1faaa1a3c15b18db120f59efb2ba6d2fc52ac3f3e5c6af767aa116