Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:01:40.784794Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2505.03147.
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 2026-08-16T00:01:40.784794Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
22 of 22 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0a844aba-6606-4c8a-8b11-873670577e74 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a67bef2e-2cb3-4743-969c-b8755fc0477f · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models SciBERT: A Pretrained Language Model for Scientific Text
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfbde341-0582-491f-86d2-368950a3d8f0 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ac88dff4-ade7-428e-93f2-2d64cef9a2ed · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7264a93c-5678-475c-8f26-93da49f18f08 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8facacab-f7e0-4fc4-93ad-9ad8e21a71cd · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c08f4dc3-f1d0-4b86-94c3-43cb04e9c57b · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Towards a criteria-based approach to selecting human-AI interaction mode
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3b9b2a9-48c6-4ad0-8d5b-5c11453800ef · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2597bac2-cdff-47dc-ad57-3d07293d771c · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6c3ed11b-62d1-420a-933d-be8003f74d10 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9548a4a-ada9-440e-b5d2-669253fce6e3 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0c610e7c-8097-4bdf-a0a6-3372350e4477 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 94e7cf16-e582-400d-a64b-8de4e1b5aa35 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bc15903-9fe5-440c-b532-b4f694420e53 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1313b755-44f1-44f9-bf3b-cab10e23cbbf · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bdf3ae1f-0a4d-4f2e-80a2-be0f7368d33c · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b44958e0-6ef6-459a-9bac-4e4e7c054c94 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e489515-b281-45a6-9d76-a75851226f45 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 96103b88-138f-4879-8935-712e968860d7 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea6d6573-8a3d-4736-984a-25315d326cd8 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b557ca8-753c-468d-94b3-ac4faa1e8511 · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71d81336-587b-48b7-b37b-fd456cb38d3c · outbound
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.