Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:37:44.843516Z
Paper Citation Record · LEDGER
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference
As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2509.05161.
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 2026-08-09T06:31:02.800959+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
19 of 19 outbound references displayed
- verified exact5
- verified fuzzy12
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 17c2333c-f9cc-4530-84d0-334fc593996a · outbound
This paper cites an unresolved cited work.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:37:43.245018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e137e281-fd5e-4e3f-ab80-98051905d3da · outbound
This paper cites Dual-Use Commercial and Military Communications on a Single Platform using RAN Domain Specific Language.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Dual-Use Commercial and Military Communications on a Single Platform using RAN Domain Specific Language
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T05:37:46.185860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c1a18e35-0c50-4d52-839e-a2eeae0db8b8 · outbound
This paper cites Towards adversary- resilient interference management in o-ran: Requirements and gap analysis,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Towards adversary- resilient interference management in o-ran: Requirements and gap analysis,
Reference 3
- Resolution
- verified exact
- doi, observed 2026-08-05T05:37:45.320597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 21695954-d1b8-48ef-988d-9e6ac7b865fd · outbound
This paper cites O-ran specifications,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference O-ran specifications,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.923170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ee04520f-2843-4602-94e7-0db3e6be7bca · outbound
This paper cites O-ran y1 interface: General aspects and principles,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference O-ran y1 interface: General aspects and principles,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.765593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b0c7b1d-9979-4f83-af7e-4af40fa4d756 · outbound
This paper cites Enhancing o-ran security: Evasion attacks and robust defenses for graph reinforcement learning-based connection management,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Enhancing o-ran security: Evasion attacks and robust defenses for graph reinforcement learning-based connection management,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.618645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 69957f72-3bff-482f-9766-79c3a41549c1 · outbound
This paper cites Federated deep reinforce- ment learning for efficient jamming attack mitigation in o-ran,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Federated deep reinforce- ment learning for efficient jamming attack mitigation in o-ran,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.472621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 65d6ecc6-5453-494e-87bf-e9116f45da66 · outbound
This paper cites Radar: Robust drl-based resource allocation against adversarial attacks in intelligent o-ran,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Radar: Robust drl-based resource allocation against adversarial attacks in intelligent o-ran,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.314693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3e1eeca5-cae2-4bf7-8bd1-4121b99eb2f4 · outbound
This paper cites Efficient adversarial attacks against drl-based resource allocation in intelligent o-ran for v2x,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Efficient adversarial attacks against drl-based resource allocation in intelligent o-ran for v2x,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.182242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7c7ac716-b107-4651-a3c3-4f10a2c532f5 · outbound
This paper cites System-level analysis of adversarial attacks and defenses on intelligence in o-ran based cellular networks,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference System-level analysis of adversarial attacks and defenses on intelligence in o-ran based cellular networks,
Reference 10
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T05:37:46.033873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1408524a-d6ee-4ddb-90de-fb548c99499b · outbound
This paper cites Integrated LLM-Based Intrusion Detection with Secure Slicing xApp for Securing O-RAN-Enabled Wireless Network Deployments.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Integrated LLM-Based Intrusion Detection with Secure Slicing xApp for Securing O-RAN-Enabled Wireless Network Deployments
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T05:37:45.727621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 678da833-9985-4273-a42e-182bb4b64799 · outbound
This paper cites Anomaly detection for mitigating xapp and e2 interface threats in o-ran near-rt ric,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Anomaly detection for mitigating xapp and e2 interface threats in o-ran near-rt ric,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:47.023598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f691da38-4a7d-45f9-a53d-df21179b8c00 · outbound
This paper cites Securing 5g openran with a scalable authorization framework for xapps,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Securing 5g openran with a scalable authorization framework for xapps,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:46.878262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 74af2fe5-c50d-420d-a0a5-1fb9389510af · outbound
This paper cites Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T05:37:45.492727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 276cf6e3-1e7a-4269-a41c-a2274a2a776c · outbound
This paper cites A system- atic learning method for optimal jamming,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference A system- atic learning method for optimal jamming,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:46.741961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 95e97de7-f215-43a8-97ba-4f1bf6ce5519 · outbound
This paper cites Welcome to o-ran shared data layer (sdl) in c++ documentation,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Welcome to o-ran shared data layer (sdl) in c++ documentation,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:46.600404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8c9897b6-bf5e-41aa-819d-6f0697593309 · outbound
This paper cites O-ran security test specifications,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference O-ran security test specifications,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:46.513389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f54500ed-1f29-4700-80c1-56b2a9a7c490 · outbound
This paper cites Point-cloud clustering and tracking algorithm for radar interferometry,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference Point-cloud clustering and tracking algorithm for radar interferometry,
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-05T05:37:45.126812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 33d7f26d-de27-4f61-912a-d3ecdc7b15fd · outbound
This paper cites srsran: Open-source lte/5g ran software suite,.
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference srsran: Open-source lte/5g ran software suite,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:37:46.353426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.