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Paper Citation Record · LEDGER

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations

As of 20 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2509.03000.

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

pith.paper-citation-record.v1
2509.03000 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:18:11.831505Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy57
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37a0fb30-39c3-4d5b-a2a0-0717e716fd07 · outbound

This paper cites Joint statement endorsing principles for 6g: Secure, open & resilient by design,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Joint statement endorsing principles for 6g: Secure, open & resilient by design,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.246397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.629568Z digest=sha256:ff1c0571bc5da7c136f51d1d2bc521fdc49aef91508b08d69ab41964a06b735d

Observation 36abf803-7f94-40b0-b21c-4445c9324f03 · outbound

This paper cites Risks, Threats, and Vulnerabilities in an Open RAN,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Risks, Threats, and Vulnerabilities in an Open RAN,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.238613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.632531Z digest=sha256:6fa1327e89ea8ffe27d2f1bb4453cc863c70878ba32e4e07a746074a66d998d1

Observation ffc79b45-9374-495a-9972-0fce4447610d · outbound

This paper cites Open RAN security examined,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Open RAN security examined,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.229755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.635435Z digest=sha256:5e6c831ce4a57f85cf527848c75584953ec8a925d26a1a04cf69f652aacfcf88

Observation 5d80b9bf-ebf7-4ec6-b1a2-d7a10455bff8 · outbound

This paper cites Zero trust architecture for secure o-ran,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Zero trust architecture for secure o-ran,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.223112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.637692Z digest=sha256:6f6c1b02233891148ef5f08456f0ba4114efdfc2a7a9b181968285ab88b27c77

Observation f09a7210-40a3-4648-b643-70bacdd205a3 · outbound

This paper cites Zero trust architecture,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Zero trust architecture,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.217601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.722126Z digest=sha256:dc354afa10d0ced2aa0b402d056620f8576489c45f2250c1b43f4d6606aef5fe

Observation 65ab51b3-f2f1-4c16-af3c-bdeea6294b97 · outbound

This paper cites O-RAN security threat modeling and risk assessment,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations O-RAN security threat modeling and risk assessment,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.210503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.725238Z digest=sha256:e3982ca783ff726dc48ec6521480b39fa50dec94b8c7aec23304caf0ecac1a90

Observation 22cd8c1c-34ff-4201-8d84-57491a97d238 · outbound

This paper cites O-ran wg11 shared o-ru security analysis,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations O-ran wg11 shared o-ru security analysis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.203351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.728385Z digest=sha256:dce3910a949638cd99ea8a990a694f7f53a3b542b88f8d023a32c36eec508243

Observation 00011d06-c70b-4e74-b427-053106a40180 · outbound

This paper cites Open, programmable, and virtualized 5g networks: State-of-the-art and the road ahead,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Open, programmable, and virtualized 5g networks: State-of-the-art and the road ahead,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.196078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.730633Z digest=sha256:81e433427aa1fafd91a7134bcfb271303b8d24153a3d8a41add4668f230af622

Observation 923be513-43d1-4f23-8828-7a87cc347b1e · outbound

This paper cites O-ran use cases and deployment scenarios whitepa- per,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations O-ran use cases and deployment scenarios whitepa- per,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.189019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.732911Z digest=sha256:dac5b9efd0d7618819e7833782aeb849d6d24c6a25efbc04f663a208faac0165

Observation 4957ce6b-b4a8-45fe-9280-e88adfca5b83 · outbound

This paper cites Test plans, results, and lessons learned about open ran integration during the NTIA 5G challenges,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Test plans, results, and lessons learned about open ran integration during the NTIA 5G challenges,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.179579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.735407Z digest=sha256:fb24f5ea8af0e718122c3e672a117f35120eb6cf6863b81942d5519ad4afb84e

Observation 74b765c9-bc57-4c8b-b5a7-17957fe709ae · outbound

This paper cites Advanced Dynamic Spectrum Sharing Demonstration in the National Spectrum Strategy,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Advanced Dynamic Spectrum Sharing Demonstration in the National Spectrum Strategy,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.173575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.737612Z digest=sha256:3152add536cbd701a6e68102e361068e21ff0fbf4c17137d3ad5f8639901ee7e

Observation 37fed32b-bad9-4290-a1b9-e7e1b683537c · outbound

This paper cites Prosas: An o-ran approach to spectrum sharing between nr and lte,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Prosas: An o-ran approach to spectrum sharing between nr and lte,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.166897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.739647Z digest=sha256:1f03cff1f96cb659f48a2007255aeddbb7a5b8e40a942de0bac0f03a7fdf6b14

Observation 3a9b1ea0-d564-439f-8396-bd429c3876f2 · outbound

This paper cites An o-ran approach to spectrum sharing between commercial 5g and government satellite systems,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations An o-ran approach to spectrum sharing between commercial 5g and government satellite systems,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.160503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.741993Z digest=sha256:229e46dd6d82cb420cfc99d2ed488da02123ec918f59ba8164a2dfe01fbf7fd2

Observation d7614247-1704-495e-8ee9-21ce8d508be4 · outbound

This paper cites On the criticality of integrity protection in 5g fronthaul networks,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations On the criticality of integrity protection in 5g fronthaul networks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.151400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.743890Z digest=sha256:13d59e82c9e33719a1dc12ab063db9cd2e9f2910bb2ff2da499d38132931731c

Observation 5914c7b4-4e54-4317-ac78-43b73aea92ed · outbound

This paper cites End-to-end o-ran security architecture, threat surface, coverage, and the case of the open fronthaul,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations End-to-end o-ran security architecture, threat surface, coverage, and the case of the open fronthaul,

Reference 15

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.142206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.745716Z digest=sha256:d24ae8b11f81c30dcccc837bf281d4c4bed3efc1eef90cb2047b00dbc3e02ae1

Observation 412647dd-e518-4e40-9397-0b00dc6eb0ea · outbound

This paper cites {ORANalyst}: Systematic testing framework for open {RAN} imple- mentations,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations {ORANalyst}: Systematic testing framework for open {RAN} imple- mentations,

Reference 16

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.133592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.747585Z digest=sha256:889e98a9fc8752be2fbc51edd7a9632bfe7d4bfaf1001a1b138d0f21048bdf0f

Observation 1f24bdec-9810-402f-95d6-922aca36b476 · outbound

This paper cites From control to chaos: A comprehensive formal analysis of 5g’s access control,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations From control to chaos: A comprehensive formal analysis of 5g’s access control,

Reference 17

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.125364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.749550Z digest=sha256:e9b41076f088b29e4213bc862ba5625644b688fab92e5b31fbb82d3d2636ab19

Observation f028eed5-ea10-4d96-ac1e-a316d55ddad0 · outbound

This paper cites Open ran security report,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Open ran security report,

Reference 18

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.118860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.751411Z digest=sha256:c082559882a304127dceac341afd5a6670f3308afd3d5df6896361c3df5380fb

Observation ebf42865-0bed-4feb-bc27-103a37ae0be7 · outbound

This paper cites Signaling storm in o-ran: challenges and research opportunities,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Signaling storm in o-ran: challenges and research opportunities,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.112876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.753107Z digest=sha256:6adc10bdbcaa5ba762e1c54f4e85c61b6d88ef8599b10047f1be0095d07b1486

Observation 5ca18248-3ebc-43f2-a0e2-22c14cd6bbb1 · outbound

This paper cites Synchroniza- tion plane in o-ran: Overview, security and research directions,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Synchroniza- tion plane in o-ran: Overview, security and research directions,

Reference 20

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.106316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.754871Z digest=sha256:6da99b5f0586410352430f6a05600af7b9bb2853ccf31577dbda65f0a2657f33

Observation 6ef71508-888e-4f1c-9cc4-2fc58363fa87 · outbound

This paper cites Attacking o-ran interfaces: threat modeling, analysis and practical experimentation,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Attacking o-ran interfaces: threat modeling, analysis and practical experimentation,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.100055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.757035Z digest=sha256:0aaa9aa0655641db098a97a231d8160f8e611d176147b8e209eae988921441d5

Observation 6f6c0d22-0cdf-45d0-b0de-a5b9005e200a · outbound

This paper cites Misconfig- uration in o-ran: Analysis of the impact of ai/ml,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Misconfig- uration in o-ran: Analysis of the impact of ai/ml,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.094378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.759542Z digest=sha256:949f327ad73cec52e1918b80607b8741ca8928530cabc7f868a22c3d50e2e08e

Observation d126864a-ac55-4ee0-a0ef-8e763a8aa8a1 · outbound

This paper cites Intelligent control in 6g open ran: Security risk or opportunity?,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Intelligent control in 6g open ran: Security risk or opportunity?,

Reference 23

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.088473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.761923Z digest=sha256:ad1b19f6acd981a23cc064c5fe6cfbcbf7a03fa0a8d4e4bcd31d1f13bc6bd7db

Observation 2dd5e2ad-5d62-40cb-9d57-eff6b4e0767b · outbound

This paper cites System-level analysis of adversarial attacks and defenses on intelligence in o-ran based cellular networks,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations System-level analysis of adversarial attacks and defenses on intelligence in o-ran based cellular networks,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.083124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.764569Z digest=sha256:79f76a1620b9d89df4029a12169d80e52833926513473fc4a855246ec90f8b3c

Observation 18ba8fe4-f64c-43f1-81cc-592752f2dc9e · outbound

This paper cites Rogue cell: Adversarial attack and defense in untrusted o-ran setup exploiting the traffic steering xapp,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Rogue cell: Adversarial attack and defense in untrusted o-ran setup exploiting the traffic steering xapp,

Reference 25

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.077120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.766766Z digest=sha256:20e9e2f2788bae9903dc669ee1336e23a65e4489448b2d7ef6fe102d8109beb4

Observation 18765f15-ee93-4b6d-a535-026ecb759600 · outbound

This paper cites O-RAN O-Cloud Architecture and Requirements Specification,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations O-RAN O-Cloud Architecture and Requirements Specification,

Reference 26

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.069962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.768753Z digest=sha256:ba14adecd8df080ec43e7f4f2cf93cde46c756bab0f89877d66ce7e78676309a

Observation 4fe231e5-dc0c-4091-bc87-741252e23c0a · outbound

This paper cites Security architecture and procedures for 5G System. (TS 33.501),.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Security architecture and procedures for 5G System. (TS 33.501),

Reference 27

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.063690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.770811Z digest=sha256:f1f1679024fc61d97848b3e64586ba1809bf0c04842e08859fd866fda3f46333

Observation ce076c23-678a-4351-ac95-401f2e5c7a99 · outbound

This paper cites ETSI TS 104 023 V12.0114.0, 2024.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations ETSI TS 104 023 V12.0114.0, 2024

Reference 28

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.057221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.772786Z digest=sha256:7ede6e79a518aae0666e91faeba5ee1142a1a52228be270ed6f6a26954fccc44

Observation b40417e0-a62a-4c4c-808b-f4fbdc59ad2f · outbound

This paper cites Network Configuration Protocol (NETCONF).

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Network Configuration Protocol (NETCONF)

Reference 29

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.050095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.774634Z digest=sha256:c6d23ecfe88ca2a82ef1596f9c6f6d39348ef2af1f598871079d6534d5b60ff8

Observation 3ba008db-9ecc-4e0b-9992-4f6a2b22bfd8 · outbound

This paper cites Y ANG - A Data Modeling Language for the Network Configuration Protocol (NETCONF).

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Y ANG - A Data Modeling Language for the Network Configuration Protocol (NETCONF)

Reference 30

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.041544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.776592Z digest=sha256:71b466100862305d092b80077b3d5f9905653abcc0f896980ecc5ef0ae60e888

Observation 898cf68f-e9dd-43b9-95fa-4a2932a6d96f · outbound

This paper cites Common Public Radio Interface (eCPRI) Specification V1.0,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Common Public Radio Interface (eCPRI) Specification V1.0,

Reference 31

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.035163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.778454Z digest=sha256:f1294dcd7d710e720fe058c7a89d9399f349eb8a06fea58fe50b51643cf025c2

Observation 47abafb3-4707-4c79-8b55-09af06cdd481 · outbound

This paper cites IEEE Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations IEEE Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems,

Reference 32

Resolution
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raw_fallback, observed 2026-08-05T11:18:12.029504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.780231Z digest=sha256:3390169c22067174f5b91f7ea49a8c1293089c6ac4e7d7042dc86489e2e0efa6

Observation 7da2f829-197a-465b-93d3-489d75a07234 · outbound

This paper cites {UCBlocker}: Unwanted call blocking using anonymous authentica- tion,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations {UCBlocker}: Unwanted call blocking using anonymous authentica- tion,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.023400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.781946Z digest=sha256:40d639c7c4ad6a1f6eb15be92b6b8c96d47be5fafdacd05495db7c416e3b642c

Observation 204e47d3-fe98-47ac-a1de-0b7de8ff05e5 · outbound

This paper cites Aaka: An anti-tracking cellular authentication scheme leveraging anonymous credentials,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Aaka: An anti-tracking cellular authentication scheme leveraging anonymous credentials,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.016505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.783953Z digest=sha256:1944834403b4e703a72295bf088fe3886bb39ddf40a005a81e2226835f52431c

Observation bd20657f-cade-4d18-84a8-4310139ad149 · outbound

This paper cites Mobile tracking in 5g and beyond networks: Problems, challenges, and new directions,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Mobile tracking in 5g and beyond networks: Problems, challenges, and new directions,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.010062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.785664Z digest=sha256:f364b67dd99ead61f08b271268cc8228d2dde583a20b452428286e6991f989b4

Observation 744714de-c5b1-40d9-9d83-4909e271da89 · outbound

This paper cites Bijack: Breaking bitcoin network with tcp vulnerabilities,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Bijack: Breaking bitcoin network with tcp vulnerabilities,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:12.002736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.787437Z digest=sha256:4e3e2d6cb01112e294951121f4dcf9043bb38cb77c2030b6cabb9c62faff5fc1

Observation b4f793e0-284e-48ca-8618-7c6888720d62 · outbound

This paper cites Mindfl: Mitigating the impact of imbalanced and noisy-labeled data in feder- ated learning with quality and fairness-aware client selection,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Mindfl: Mitigating the impact of imbalanced and noisy-labeled data in feder- ated learning with quality and fairness-aware client selection,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.996477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.789255Z digest=sha256:08a9d4e360417ac2e8104c254985286ea2e8a65c4cf99d0cf6e90098a495e0e2

Observation b36b85a2-aa0f-45c4-ac14-da60e7019c8d · outbound

This paper cites Hermes: Boosting the performance of machine-learning-based intrusion detection system through geometric feature learning,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Hermes: Boosting the performance of machine-learning-based intrusion detection system through geometric feature learning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.989533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.791022Z digest=sha256:d3a32815639d6b52a86d9026d83b84fdc40da81c7643b570834ed34ca71b97ab

Observation a9e89f8c-9fb1-4182-b532-b7989ab2fbb2 · outbound

This paper cites Feco: Boosting intrusion detection capability in iot networks via contrastive learning,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Feco: Boosting intrusion detection capability in iot networks via contrastive learning,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.983429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.793000Z digest=sha256:4ba4cad442aeab2dbc81c62b47b6183537641d47a860ff16dc33e0f3943cfcb9

Observation 181c5f80-885c-4cee-91fd-75ab35fb4a2d · outbound

This paper cites State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T11:18:11.794876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:18:11.794876Z digest=sha256:e367ae1c444b118b605bdc316c7ab4dd573a969761fa7ef08d2a4065a6d279fe

Observation 72afb3c8-1bbc-440a-8928-05d56e9a483b · outbound

This paper cites StarCast: A Secure and Spectrum-Efficient Group Communica- tion Scheme for LEO Satellite Networks,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations StarCast: A Secure and Spectrum-Efficient Group Communica- tion Scheme for LEO Satellite Networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.977112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.797255Z digest=sha256:c421c24eaa58b6853d5f41dae82c3b17df93534362b5e927fa3497ed43d2f619

Observation b77dda98-413f-4d41-858c-54a0b87d7840 · outbound

This paper cites Enabling Trustworthy Federated Learning via Remote Attestation for Mitigating Byzantine Threats,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Enabling Trustworthy Federated Learning via Remote Attestation for Mitigating Byzantine Threats,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.971193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.799055Z digest=sha256:94ae3feda1d72b6121751ecb482e1aa5951fd8be052793e71f768af005360cbe

Observation e67ea788-1fc5-45e8-9779-435dc8139685 · outbound

This paper cites Machine learning-based early attack detection using open ran intelligent controller,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Machine learning-based early attack detection using open ran intelligent controller,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.965178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.800789Z digest=sha256:f3c8805883e9ea1e013cdf01e845a9ab64e7fd15cdf8f198bfc9b268e26289e7

Observation b57faea9-1865-4cf1-88ce-26521704dc6f · outbound

This paper cites Det- ran: Data-driven cross-layer real-time attack detection in 5g open rans,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Det- ran: Data-driven cross-layer real-time attack detection in 5g open rans,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.958559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.803154Z digest=sha256:0a9ee3befd9aca8116031f1b2c118b664325d244c2dd9d348b144a6af6db4b1e

Observation acea4ce3-ec91-4f61-a569-5d39a134bba4 · outbound

This paper cites Spotlight: Accurate, explainable and efficient anomaly detection for open ran,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Spotlight: Accurate, explainable and efficient anomaly detection for open ran,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.951882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.805554Z digest=sha256:5f882a1b12137affb0c12459b6b5e210f79fefc8737ab39fae2b86e816dcabfd

Observation d871727e-bb48-4209-aaa4-ea4e702133cb · outbound

This paper cites 5g- spector: An o-ran compliant layer-3 cellular attack detection service,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations 5g- spector: An o-ran compliant layer-3 cellular attack detection service,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.945545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.808014Z digest=sha256:f4caa402f1fc140562c3de85936e405e2e9caddae326ae5312f56e18d67cb02d

Observation 28f245df-028b-4815-8beb-3287f5132a12 · outbound

This paper cites A fpga-based heterogeneous implemen- tation of ntruencrypt,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations A fpga-based heterogeneous implemen- tation of ntruencrypt,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.939715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.809905Z digest=sha256:6d2611e6a481ea5ebd52e1d54de362a4962c9f31b01c95ccaa2414c297faf830

Observation 553f9622-de18-4126-a9bf-6c7b419c0eb5 · outbound

This paper cites High-performance and energy-efficient fpga-gpu-cpu heterogeneous system implementation,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations High-performance and energy-efficient fpga-gpu-cpu heterogeneous system implementation,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.932297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.811736Z digest=sha256:81374ca1d9221c47e7b49880d851525bc685ac00eabdacdf1a940b6515fea6e4

Observation 0e57e517-4df9-4e61-85de-38930ae1e144 · outbound

This paper cites Gpu acceleration of ciphertext-policy attribute-based encryption,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Gpu acceleration of ciphertext-policy attribute-based encryption,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.925320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.814259Z digest=sha256:610e12cd03a91ba92d6aeb3091696b28270711cf6ac56670a7ae3b057b459fde

Observation 0dd0578e-8e8d-4814-a945-ab1d07673600 · outbound

This paper cites Taking 5g ran analytics and control to a new level,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Taking 5g ran analytics and control to a new level,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.917599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.817246Z digest=sha256:b8d19ea040f4e1a391eaf0a13b2eeffcbda87885141945f90b6c4334c9143a5f

Observation 597c5756-8b8e-443b-ab48-427db3c671bd · outbound

This paper cites An openran security framework for scalable authentication, authorization, and discovery of xapps with isolated critical services,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations An openran security framework for scalable authentication, authorization, and discovery of xapps with isolated critical services,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.909640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.819087Z digest=sha256:cc913159cb582e9da2f5a571256579041db0c0f4f6b014332680e32aec8ec2e6

Observation 2e3694e3-dbbe-4f7e-9ac0-0704e9bd0bf3 · outbound

This paper cites Ztran: Prototyp- ing zero trust security xapps for open radio access network deployments,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Ztran: Prototyp- ing zero trust security xapps for open radio access network deployments,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.902427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.820781Z digest=sha256:5b3dc63a983af572e60a7f1f9be42f10f1c3f28811c895842eb0d3b2c98b517f

Observation c7ce8f6e-ac49-42fd-a2cc-81da4a9f8424 · outbound

This paper cites {Application-Level} service assurance with 5g {RAN} slicing,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations {Application-Level} service assurance with 5g {RAN} slicing,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.896012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.822590Z digest=sha256:17096413b0fcbb1ee1308b0014f7c1ceed852524bcb66b67242fcbff6d9446c0

Observation e2513aa1-d4a0-4bbb-a7af-d81c1cfbb2a3 · outbound

This paper cites O-RAN WG11 Security Requirements Specification,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations O-RAN WG11 Security Requirements Specification,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.888282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.824604Z digest=sha256:b9859d80f45e9be561870cd5ded81b33c50fee1c07372d05520412054a09f0c2

Observation 26cf12ff-d4c3-4198-aaf3-d5b0b53b1bd0 · outbound

This paper cites Realswatt: Remote software-based attestation for embedded devices under realtime constraints,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Realswatt: Remote software-based attestation for embedded devices under realtime constraints,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.881561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.826414Z digest=sha256:369532e790c9a5434cf3250595b50862b2589910f3d798bc09f95c352986caef

Observation 4d00923b-0590-4b35-a56a-5834f383b4e3 · outbound

This paper cites {ARI}: Attestation of real-time mission execution integrity,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations {ARI}: Attestation of real-time mission execution integrity,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.875032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.828114Z digest=sha256:8639f6f7eb0d8576eb4ce3985d627bb77b6f78621bdbed6da922df3b67cb399d

Observation 3ebc9088-71aa-4780-b674-5e8b56c384de · outbound

This paper cites Efficient data structures for tamper- evident logging.,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations Efficient data structures for tamper- evident logging.,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.868509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.829750Z digest=sha256:0710a85f337847dfeb6374816b84d47dcb9c2077204452b2f80a465990890f7c

Observation e70dff70-dc84-455c-af5d-e4e0bab88912 · outbound

This paper cites A digital signature based on a conventional encryption function,.

Closing the Visibility Gap: A Monitoring Framework for Verifiable Open RAN Operations A digital signature based on a conventional encryption function,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:18:11.859831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T11:18:11.831505Z digest=sha256:f5ef624436d394be003f687a2274fd071e58ec9d8725b45de3a6fa87cdb7ba91

Pith citing papers

No inbound Pith citation observations are available.