Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T01:26:41.722812Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.25828.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T01:26:41.722812Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 573c8a2e-3616-4210-bedb-9f2a83eacf81 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Fujitsu, KDDI successfully turns on the world’s first 5G standalone open RAN site powered by vRAN in Japan,
Reference 1
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Unavailable: canonical work link unavailable.
Observation fa98a6fb-4faa-4e79-87d1-f283f2b3852b · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage NTT DOCOMO offers open RAN product set to other telcos,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3880c6a9-4cba-4bae-9f3c-7c6866fa555f · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage AT&T to accelerate open and interoperable radio access networks (RAN) in the United States through new collaboration with Ericsson,
Reference 3
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Unavailable: canonical work link unavailable.
Observation 70762b3f-a578-40b7-9378-554439b5190d · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Major European operators sign open RAN MoU,
Reference 4
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Unavailable: canonical work link unavailable.
Observation cfd84b33-57df-4846-9ce9-4a889a55b94c · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Amarisoft powered Orange 5G at Olympics in best open RAN example yet,
Reference 5
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Unavailable: canonical work link unavailable.
Observation 4e768990-5c63-407b-8e44-aca92e9696fc · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran control, user and synchronization plane specification 20.0,
Reference 6
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Unavailable: canonical work link unavailable.
Observation 8ea049a3-6c9b-4d3b-87dd-77b487bbcaa2 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran nr c-plane profile 17.0,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25323c21-37ee-455a-9cda-2f6dc7cb3139 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5greasoner: A property-directed security and privacy analysis frame- work for 5g cellular network protocol,
Reference 8
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Unavailable: canonical work link unavailable.
Observation dfe7f9ff-c0ab-4e88-8fd7-6451731c8e0e · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage The cost of securing o-ran,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 4eda9697-4c20-40a1-8aa2-b8a8b8b8591c · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Securing o-ran open interfaces,
Reference 10
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Unavailable: canonical work link unavailable.
Observation 386d776d-f398-46e8-a21c-49f0a5eec267 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage On the criticality of integrity protection in 5g fronthaul networks,
Reference 11
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Unavailable: canonical work link unavailable.
Observation b603666a-cd99-420e-a2a1-a89ae1def171 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5g- muffler: Covert dos attacks over open fronthaul interface of o-ran 5g network,
Reference 12
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Unavailable: canonical work link unavailable.
Observation 2975048a-2ccd-4e65-b886-798e1b811d16 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Det-ran: Data-driven cross-layer real-time attack detection in 5g open rans,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1de90c76-8d90-4d77-b126-d18d522afa74 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5g- spector: An o-ran compliant layer-3 cellular attack detection service
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 478aa4bf-a75e-487f-b12e-8aeb25b9cb69 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Nuberu: Reliable ran virtualization in shared platforms,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 55dc5a88-05c0-4186-92ec-7350c5320ac5 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Enabling resilience in virtualized rans with atlas,
Reference 16
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Observation c0b0a166-c4e8-4478-9c06-9fc3b8afb161 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Security threat modeling and risk assessment 8.0,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 3437b88e-714a-40ec-a7b3-feb2d9bde9b7 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Attacking O-RAN inter- faces: Threat modeling, analysis and practical experimentation,
Reference 18
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Unavailable: canonical work link unavailable.
Observation 8482e118-22eb-4e78-89b8-67095eb2c24e · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Security testing the o-ran near-real time ric & a1 interface,
Reference 19
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Observation f2625e8d-490b-43bf-97bf-cdb83cc1b411 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Automating diagnosis of cellular radio access network problems,
Reference 20
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Unavailable: canonical work link unavailable.
Observation f3a5a270-ff16-4940-8375-0ccf73a676f1 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Robust procedural learning for anomaly detection and observability in 5g ran,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 0bc28edd-a2ed-4f3a-9e11-15711a2475c2 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Interpretable unsupervised anomaly detection for ran cell trace analysis,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 21d4e91a-67ab-45a3-9e22-c5432e5f586c · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Spotlight: Accurate, explainable and efficient anomaly detection for open ran,
Reference 23
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Unavailable: canonical work link unavailable.
Observation 1fc1208c-3a9d-4aa3-90d4-11f0081e58b5 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Structural agnostic modeling: Adversarial learning of causal graphs,
Reference 24
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Unavailable: canonical work link unavailable.
Observation bb86061a-d8cb-4532-882c-4d859f0ad647 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Let Your Graph Do the Talking: Encoding Structured Data for LLMs
Reference 25
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Unavailable: canonical work link unavailable.
Observation 36273d3f-abea-4408-8229-245e8f7525b4 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Talk like a Graph: Encoding Graphs for Large Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c701bba-d1e9-42ea-ae9a-23ff282b61a2 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage NR C-plane profile 17.0,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72afb6b4-bd55-4fd4-ae27-fb4fcba5b956 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran E2 general aspects and principles (e2gap) 8.0,
Reference 28
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Unavailable: canonical work link unavailable.
Observation 43a00196-383f-42c8-92d6-06b94828ba28 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage A1 interface: General aspects and princi- ples (A1GAP) 5.03,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 08cf81ee-590b-40d6-aeb8-0288c8bc06f8 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Computer Security Incident Handling Guide,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 00a1a805-3580-4016-b004-9d778850e9ea · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Mitigating the latency-accuracy trade-off in mobile data analytics systems,
Reference 31
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Unavailable: canonical work link unavailable.
Observation 6c78aeb1-fb7a-4b83-94ea-fe9af352e10d · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Adapting foundation models for operator data analytics,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 82bf97ab-33d5-439a-8951-52e9af015cbb · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage FiGHT: 5G Hierarchy of Global Adversary Threats,
Reference 33
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Unavailable: canonical work link unavailable.
Observation d8e91d2a-fd07-4905-8cb3-960be21ae38e · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Flow-of-action: Sop enhanced llm-based multi- agent system for root cause analysis,
Reference 34
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Unavailable: canonical work link unavailable.
Observation 75036544-6392-43c0-a33f-362c56f796f7 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Large language models can provide accurate and interpretable incident triage,
Reference 35
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Unavailable: canonical work link unavailable.
Observation 0358ce78-bf52-4d55-8b92-c813fe73c3b6 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Lost in the middle: How language models use long contexts,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c52cbb8-1775-4d40-b2f2-076f5e89b38b · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Chain-of-thought prompting elicits reasoning in large language models,
Reference 37
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Observation ea65cdb5-81b3-4152-bf3e-4803732a2c85 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Meta prompting for ai systems,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 0a230d75-64f3-4308-934f-a50a1c1456a3 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
Reference 39
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Observation 09d919b4-cded-4687-8456-2451fbaaa468 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Netllm: Adapting large language models for networking,
Reference 40
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Observation 97c3f834-0222-4d59-9707-996dffa7dc4a · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage ReAct: Synergizing reasoning and acting in language models,
Reference 41
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Observation 4762c0fd-7aab-4911-8382-2dcc5505e8f0 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2024) Langgraph
Reference 42
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Observation 677e0fea-bb05-43a6-8075-e0178834c604 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Spirtes, C
Reference 43
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Unavailable: canonical work link unavailable.
Observation f56ae7f2-1ce9-4cb0-95ab-ddc5c976fc8f · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Root cause analysis of failures in microservices through causal discovery,
Reference 44
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Unavailable: canonical work link unavailable.
Observation ca99a170-c836-4521-bcc0-034f5c86b03e · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Generative adversarial nets,
Reference 45
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Observation 47c62fd3-ba7e-4181-a9c6-fafcc5e74441 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Statistical learning with sparsity,
Reference 46
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Observation 0fe22fef-1347-429a-8dc5-5c6cc75bcaca · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Benchmarking graph neural networks,
Reference 47
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Observation 03bb8936-d8f7-4be8-964c-f3a358d3582a · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage How Powerful are Graph Neural Networks?
Reference 48
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Observation 308a6781-fa8d-45ab-8650-ed049a717cd9 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage The Llama 3 Herd of Models
Reference 49
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Observation 270b1107-5209-4b4a-884d-e16863b0c7dd · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) O-ran software community
Reference 50
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Observation 10180203-974f-477d-8944-eadc8837a035 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) srsran
Reference 51
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Observation 8fdd21e5-529e-4c5d-b3e9-565dda1b1e6d · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) Open5gs
Reference 52
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Observation 3e3ab1de-41d5-47af-b766-c94e6e544dbc · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) Gemma 4
Reference 53
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Observation 975e5110-58fe-4e73-8da4-1ea775b62c96 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Gemma: Open Models Based on Gemini Research and Technology
Reference 54
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Observation e2bfb0f8-5b3c-4ca1-b13a-106c458c7149 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage FALCON: An accurate real-time monitor for client-based mobile network data analytics
Reference 55
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Observation cc6fa238-4d05-4246-91df-058399683ddd · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Bleu: a method for automatic evaluation of machine translation,
Reference 56
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Unavailable: canonical work link unavailable.
Observation e30b43ed-4fea-4e22-8bd2-7ad735f8a9db · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,
Reference 57
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Observation 26d5d19d-edc3-46d1-82c8-c6f617509b99 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Rouge: A package for automatic evaluation of summaries,
Reference 58
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Observation 2cc5304e-2841-48eb-9cb9-8d75a40c5f1d · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage BERTScore: Evaluating Text Generation with BERT
Reference 59
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Observation b7509c4a-0cec-4fbc-ac66-feda6e420314 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Unresolved cited work
Reference 60
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Observation 170d1091-75a9-4457-bf36-207171307c54 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Unresolved cited work
Reference 61
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Observation b2623429-d362-4578-9999-f73841b16e09 · outbound
C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage HYPERP ARAMETERS AND TRAINING DETAILS D
Reference 62
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No inbound Pith citation observations are available.