Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:31:15.146114Z
Paper Citation Record · LEDGER
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection
As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2501.12166.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact1
- verified fuzzy12
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3b45276f-d340-4061-9c56-6ee41645c7b1 · outbound
This paper cites Loggc: Novel ap- proach for graph-based log anomaly detection.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Loggc: Novel ap- proach for graph-based log anomaly detection
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.450498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 51405cc2-0dd6-4682-b199-cfa93a4ba8f1 · outbound
This paper cites The Race to the Vulnerable: Measuring the Log4j Shell Incident.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection The Race to the Vulnerable: Measuring the Log4j Shell Incident
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:31:15.090941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59b9b9e6-30bb-4a06-91ed-9ef77f9dc980 · outbound
This paper cites Demystifying and ex- tracting fault-indicating information from logs for failure diagnosis.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Demystifying and ex- tracting fault-indicating information from logs for failure diagnosis
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.381085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a62e3c0d-9e24-4f38-848b-d3a78f6c20ad · outbound
This paper cites Graph neural networks based log anomaly detection and explana- tion.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Graph neural networks based log anomaly detection and explana- tion
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.363391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 53477cfd-fb8f-43e3-b191-c9debb58124a · outbound
This paper cites Loggd: Detecting anomalies from system logs with graph neural networks.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Loggd: Detecting anomalies from system logs with graph neural networks
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.322649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1d4f8f3b-5aba-4256-b864-2e86739f3244 · outbound
This paper cites Semi-supervised log-based anomaly detection via probabilistic label estima- tion.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Semi-supervised log-based anomaly detection via probabilistic label estima- tion
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.306633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 829d3288-87da-438e-9e3c-e879a8958904 · outbound
This paper cites Recompose event sequences vs.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Recompose event sequences vs
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.289821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1189db59-b5a1-42a5-8ca9-1e71f04927ce · outbound
This paper cites Robust log-based anomaly de- tection on unstable log data.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Robust log-based anomaly de- tection on unstable log data
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.272570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 120512f5-b515-4305-8623-5aca71e38ec7 · outbound
This paper cites Multivariate log-based anomaly detec- tion for distributed database.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Multivariate log-based anomaly detec- tion for distributed database
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.253639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a49d89c6-04be-49c4-887a-00cb3ef48b64 · outbound
This paper cites Logbert: Log anomaly detection via bert.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Logbert: Log anomaly detection via bert
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.415955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17258b18-0158-4615-be35-82f6054d9f85 · outbound
This paper cites Practitioners' Expectations on Log Anomaly Detection.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Practitioners' Expectations on Log Anomaly Detection
Reference 2018
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T17:31:15.215206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 016be9df-3387-4c83-bdd6-da91cf47da58 · outbound
This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Temporal Graph Networks for Deep Learning on Dynamic Graphs
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:31:15.119653Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb14331f-6158-4358-908e-bb9d374d7dcb · outbound
This paper cites Drain: An online log parsing approach with fixed depth tree.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Drain: An online log parsing approach with fixed depth tree
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.398573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f77cd625-c638-4031-b4ef-9cbfc11e6b68 · outbound
This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learning.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Deeplog: Anomaly detection and diagnosis from system logs through deep learning
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.433123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fd4ceb26-4559-4212-83c9-29de2eede752 · outbound
This paper cites Detecting anomaly in big data system logs using con- volutional neural network.
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection Detecting anomaly in big data system logs using con- volutional neural network
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:31:15.345119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.