Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T10:23:23.447306Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2607.27288.
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 2026-08-01T10:23:23.447306Z
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
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a87f9ed1-75c3-4163-bcaa-b4054bc04f19 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Automated Cyber Defence: A Review
Reference 1
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Observation c487aaab-4e49-48f4-8938-1227e983659e · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CybORG: A Gym for the Development of Autonomous Cyber Agents
Reference 2
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Observation 7257376a-f72b-419d-b682-292c7f410f2e · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Unresolved cited work
Reference 3
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Observation 9afcfe4c-7550-475a-b811-504e6467144d · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cyber situational awareness - a systematic review of the literature
Reference 4
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Observation 43405d80-5a84-476e-8b12-4aeeab360065 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Defining identity security posture management (ispm)
Reference 5
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Observation 8a57994f-1939-46f1-a0aa-47d63b3d437e · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cloud controls matrix (ccm) v4
Reference 6
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Observation c9b48b69-b79e-4954-94e2-09d5b6e47d27 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide for mapping types of information and information systems to security categories
Reference 7
Source-reported events for the cited work
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Observation 3923b4a0-8d9e-43ba-b8e1-4c46c226c1d2 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense OWASP top 10:2021 - the ten most critical web application security risks
Reference 8
Source-reported events for the cited work
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Observation 6afff3c7-d8fd-4724-aea9-e94cb6f99661 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cybersecurity supply chain risk management practices for systems and organizations
Reference 9
Source-reported events for the cited work
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Observation 73f5b897-f4ac-43f8-a2df-2dfcee6d5f39 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense The NIST cybersecurity framework (CSF) 2.0
Reference 10
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Observation 6f91e672-73d3-4724-8c15-153d87359bc5 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Security and privacy controls for information systems and organizations
Reference 11
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Observation 41c3767e-987e-472b-8a37-997d48bc916f · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cis critical security controls, version 8.https://www.cisecurity.org/ controls/v8, 2021
Reference 12
Source-reported events for the cited work
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Observation 8aad9d8c-a359-4be6-8fa8-e7bea3282b76 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Iso/iec 27001:2022 - information security, cybersecurity and privacy protection - information security management systems - requirements.https://www.iso
Reference 13
Source-reported events for the cited work
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Observation 9695ec47-f9ba-4e86-9458-5ba701f311ea · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Scout suite: Multi-cloud security auditing tool
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3fe50f6-12e1-4dd4-a47f-6a9d3beb563d · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Prowler: Open source cloud security tool for aws, azure, gcp and kubernetes
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d66c68a7-bd21-40d5-a72b-a3390354b4b0 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Scubagoggles: Google workspace secure configuration baseline assessment tool.https://github.com/cisagov/ScubaGoggles, 2024
Reference 16
Source-reported events for the cited work
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Observation 9a182b19-0580-4081-823f-9ab6d450dcd0 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense 2025 roi of ai in security report
Reference 17
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Observation b70f34d5-5b6e-42de-a7da-c7979359f1e4 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
Reference 18
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Observation 114b1788-e673-4817-a7c9-677ef9b37c8a · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs
Reference 19
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Observation 7bcc2ffd-c08e-4997-8666-ef1f0ab4bd5c · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models
Reference 20
Source-reported events for the cited work
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Observation de5dda42-3adb-42aa-b016-883e20466e6c · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Zhang, Neil Perry, Riya Dulepet, Joey Ji, Celeste Menders, Justin W
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff095c14-b3bc-4ac3-910d-20329497c5a8 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
Reference 22
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Observation 780aa95f-3273-42b5-9e60-9c1b3d5dfa4b · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Semantic parsing on Freebase from question-answer pairs
Reference 23
Source-reported events for the cited work
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Observation f2200b34-141a-4ca3-9013-9c561f3a0231 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task
Reference 24
Source-reported events for the cited work
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Observation 20210221-84cc-47e6-9aeb-ba7fe3a8d26a · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Chang, Fei Huang, Reynold Cheng, and Yongbin Li
Reference 25
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Observation 6f04a2a8-578d-432d-9f21-5e31cede2bb7 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Reference 26
Source-reported events for the cited work
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Observation c73b3c95-37b0-4665-9c3e-f36a2e09c160 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense React: Synergizing reasoning and acting in language models
Reference 27
Source-reported events for the cited work
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Observation 68848885-24fb-47ac-8388-ced1d55dabea · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press
Reference 28
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Observation e1f6d8d1-546a-4723-86ea-c6f3ed068f1f · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Sola-visibility-ispm: Benchmarking agentic ai for identity security posture management visibility.arXiv preprint arXiv:2601.07880, 2026
Reference 29
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Observation 47bccb5b-34db-4673-b7b1-df1a9c613393 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning
Reference 30
Source-reported events for the cited work
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Observation 681b4bab-4ed5-4cec-8656-d65e92416c15 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide for conducting risk assessments
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2fec3d8-24d6-4113-96e6-782d5db22338 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide to enterprise patch management planning: Preventive maintenance for technology
Reference 32
Source-reported events for the cited work
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Observation e8fa921e-0bf0-4b58-8e85-a9219c0d2e08 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Information security continuous monitoring (iscm) for federal information systems and organizations
Reference 33
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Unavailable: canonical work link unavailable.
Observation 539aa29b-3011-4f94-b005-29f1542b5a64 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cybersoceval: Benchmarking llms capabilities for malware analysis and threat intelligence reasoning.arXiv preprint arXiv:2509.20166, 2025
Reference 34
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Observation 3073133f-b7f5-4a69-a307-ee116e01a7b7 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96c80d3e-f825-4524-ac33-b764d2872f66 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence
Reference 36
Source-reported events for the cited work
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Observation bf418c77-9d59-4d0f-b9de-4a874fd8c3ff · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Llms cannot reliably identify and reason about security vulnerabilities (yet?): A comprehensive evaluation, framework, and benchmarks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22a24b15-7c45-4e5d-b001-7f1a81b1e6b2 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1347f63-ea6a-451e-ab4b-6f7f93fa301d · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge
Reference 39
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Unavailable: canonical work link unavailable.
Observation 912932fe-38d3-41ad-9465-6c1a98707ffc · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense vulnerable by design
Reference 40
Source-reported events for the cited work
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Observation ba41db4e-2e88-4b27-8c01-3e0a15cee851 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Steampipe: Zero-etl sql for cloud, saas, and infrastructure apis.https://steampipe.io, 2024
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebd3eecb-62ec-44e1-b558-8239f655bdb4 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cloudquery: Open-source cloud asset inventory.https://www.cloudquery.io, 2024
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c02e645d-ef7c-4d96-bd9a-4342c88d0ffc · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense G-eval: Nlg evaluation using gpt-4 with better human alignment
Reference 43
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Unavailable: canonical work link unavailable.
Observation 0c782df0-8808-4d01-9cac-90e3bf5f1060 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Ragas: Automated Evaluation of Retrieval Augmented Generation
Reference 44
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Observation 1beb868d-04e9-4425-9d05-1b36586793dc · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Gorilla: Large Language Model Connected with Massive APIs
Reference 45
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Unavailable: canonical work link unavailable.
Observation a0c877ed-43ab-40ad-b39e-2b9e499254bb · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Api-bank: A comprehensive benchmark for tool-augmented llms
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db4fecc8-9e73-4d1e-846f-a63d74cc4685 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Open cybersecurity schema framework (ocsf).https://ocsf.io, 2024
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 022f9c73-846d-42ec-b666-d198379ed208 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Amazon security lake.https://aws.amazon.com/security-lake/, 2024
Reference 48
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Unavailable: canonical work link unavailable.
Observation be9beeca-257c-446a-b963-74960ce8103f · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Okta security best practices.https://help.okta.com/, 2024
Reference 49
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Observation 3cdc62a7-4b77-4f6a-86b3-4261d297a572 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Security checklist for medium and large businesses (100+ users).https://support.google
Reference 50
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Observation dfe98e99-cc2b-48cd-9d4d-94ce9ae09329 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Bloodhound: Active directory and azure attack-path management.https://github.com/ SpecterOps/BloodHound, 2024
Reference 51
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Unavailable: canonical work link unavailable.
Observation 44228d78-f938-416e-8dad-1a253153a56e · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Xing, Hao Zhang, Joseph E
Reference 52
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Observation cff4e88b-53ff-4b27-9ded-88a0323cadc9 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Large Language Models are not Fair Evaluators
Reference 53
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Observation 0848230d-43f0-4388-bb1f-b03553d5a237 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Self-consistency improves chain of thought reasoning in language models
Reference 54
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Unavailable: canonical work link unavailable.
Observation 19f121cd-86eb-42ed-984c-3bbd3d469df8 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense A coefficient of agreement for nominal scales.Educational and Psychological Measurement, 20(1):37–46, 1960
Reference 55
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Observation d995c372-b1c2-4cb0-97eb-e3f78cecab06 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.Nature, 645:633–638, 2025
Reference 56
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Observation a1039ae7-7c0a-4d52-8749-a27157c3d48e · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 57
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Observation ab040bbd-07c2-4dea-8241-2166fd8fa865 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Training language models to follow instructions with human feedback
Reference 58
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Observation b5c9031c-ad06-42fc-9e03-0f4097375edd · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Deep reinforcement learning from human preferences
Reference 59
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Observation 8a5f6a2f-bcbc-4aa3-9fa3-07dd4a75598d · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 60
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Observation 6aab12ec-e19c-4b7b-8dba-0c04339806ad · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
Reference 61
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Unavailable: canonical work link unavailable.
Observation d8115288-2739-4d6f-823e-a760abed4ec1 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense STaR: Bootstrapping Reasoning With Reasoning
Reference 62
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Observation f2777606-e344-481d-91d4-74dea9cbc06a · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Direct Reasoning Optimization: Token-Level Reasoning Reflectivity Meets Rubric Gates for Unverifiable Tasks
Reference 63
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Observation 82f3bb05-fc99-46fd-a3c1-128d89563593 · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Imagenet: A large-scale hierarchical image database
Reference 64
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Observation 83c61e55-6e1d-4bfe-aca8-2d30eaf4c06c · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Reference 65
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Observation 33f504aa-d9c1-46c5-9d5f-026798e8cc2a · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 66
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Observation bdb5fbfc-bc0d-4b73-9a1d-fac745e2be0c · outbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Sheridan, and Christopher D
Reference 67
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No inbound Pith citation observations are available.