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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 2026-08-17T06:30:58.91139+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:cc9a6a579ad38996dcd18f57e59de2c454f49bbf733dac8aa7808bca2af9f720

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.544407Z digest=sha256:236fbedf1bb447667a288276040355fb60be4530c76672bdc282fe72737f24f1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.565400Z digest=sha256:ecb9c0f4693e4a8c39afa842ad62074debda83faec45ede2cf6f80dee33e6569

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=sha256:0d5532a4ab08388f27914988268450f8c6609d11da3cb1ac9f44f514cee420ba

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.608942Z digest=sha256:6667d1f57fb88b00d3d12e466b855f6d8c024563fca604b6ddcaf95b059fee6b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.630316Z digest=sha256:700f43e5811b3833a46ea12718bcb98569a6c3de74e323e2e94624f4ed8f93ba

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=sha256:5122eb5c574e8f19de40679fd656a6f62153305e025d4041e63cbe55619856d7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.672964Z digest=sha256:7ff98ef6feda56b0199b624b4aa1156ac368c17fa13207a1931658c0cd60ee9a

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=sha256:9be3be770eb08efe2ee77356f38cec75f2d382db23aeeb0bf63acec8aa661fdf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.702084Z digest=sha256:5d795302e40d87c0f1c983cbc4b95739d681ab54f89667c4a7d9beb22b70feb4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.730559Z digest=sha256:6c92603c4fc85926e9919b293aa5da9f66cb4980f5948fcd9ed110eb3b497565

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.739648Z digest=sha256:bab7b0b87cabb6a3ca0bb450621a235ea2b2cff3777f8613e41c62560fee855b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.757619Z digest=sha256:62151d37e4e468fa96a6f69870cce55c0173dae0d098fb1979596a6be7855972

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.769014Z digest=sha256:608ffb1682b3b19da0077954260fea59b72b756f6e14d469a589869834771520

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:df3f5ac581f755425615cb8f5d6804233c17f99278f197314ca27edd5ac9f08e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.823966Z digest=sha256:046d40fa6127acc2db8dfd6cb372e9cb5ccab157f5ded5343eb96a7ca68623d6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.854037Z digest=sha256:12fe8a893a2c186e53fe31b7e4484de585cc7515ffd7eea0eb5dd35beecb3d60

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.867549Z digest=sha256:c520f3c507ccbecfbd28bf0a001e5625595a435355536ee139ecb93a870ba135

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=sha256:7035d2ba020c66f31e813ab0516d24ba40e986d0bf19a7864db4856692470325

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.876943Z digest=sha256:d058c5c515df08f1ed678366759ee7c1e2ba4be5f1b180c5ec9c5d1e7805cc40

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.888255Z digest=sha256:2d68f2ae0992d264f7f1dbd6b9a4cc929c0c0328b8d15bb5b58129edb7f983db

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=sha256:2c66fafe9c50b8f6b4b97c64372ef09193ec3e8f6a29b80d5da0043612368044

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.905775Z digest=sha256:0b1aa7fc3e0b3e4f29c5874d4deeadfe86fb3d71ef4fef7378a6f7503ac2f631

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=sha256:69c1257ffbcc0c400cdcf5437e2d99fa481f67daa9a906470ae827024ac304cf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.918767Z digest=sha256:fbdcb44428a136ace66e7af9124e884a4edc8c209ef65d536da5e668f21410d0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.923192Z digest=sha256:a366fb12f5f3981e10732f2befc841d16e34f47d5754879d18769de0211813fb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.927612Z digest=sha256:aed9a234d291ce1c7aff43d99ad91c0158680bf48359d6445e8704b279b087cf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:23.936610Z digest=sha256:bf199671f1ef74feea68584a26e3fca0095a4f030a029c7b4fb930c6ad8aba3e

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=sha256:91391c5a082e0da41f0bda71ab366dec3425d53f7e55af8f9cfd1404a3fc65ad

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T06:03:24.023799Z digest=sha256:5e23f6c8eb1b24aaa04dd1ffa2d6f3f9678955ed2551cfc652652caed157f3e6

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=sha256:4d06e4b6feb43696aa2387a4df470862b9dabf43a8b008ee655de49312dc8669

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=sha256:2406a9cf48411a18578e0ca37d21b4f34bcf55da50d4dc7fd43b72c96cdd1020

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:22.770132Z digest=sha256:ae09349496b035766a221603b4886b5f0a4268e64f0353bb3355f97c6de82924