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Paper Citation Record · LEDGER

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense

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.

pith.paper-citation-record.v1
2607.27288 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:23:23.447306Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

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Reference resolution

67 of 67 outbound references displayed

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  • unresolved67
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Outbound references

Observation a87f9ed1-75c3-4163-bcaa-b4054bc04f19 · outbound

This paper cites Automated Cyber Defence: A Review.

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

This paper cites CybORG: A Gym for the Development of Autonomous Cyber Agents.

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

This paper cites an unresolved cited work.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Unresolved cited work

Reference 3

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Observation 9afcfe4c-7550-475a-b811-504e6467144d · outbound

This paper cites Cyber situational awareness - a systematic review of the literature.

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

This paper cites Defining identity security posture management (ispm).

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

This paper cites Cloud controls matrix (ccm) v4.

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

This paper cites Guide for mapping types of information and information systems to security categories.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide for mapping types of information and information systems to security categories

Reference 7

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Observation 3923b4a0-8d9e-43ba-b8e1-4c46c226c1d2 · outbound

This paper cites OWASP top 10:2021 - the ten most critical web application security risks.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense OWASP top 10:2021 - the ten most critical web application security risks

Reference 8

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Observation 6afff3c7-d8fd-4724-aea9-e94cb6f99661 · outbound

This paper cites Cybersecurity supply chain risk management practices for systems and organizations.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cybersecurity supply chain risk management practices for systems and organizations

Reference 9

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Observation 73f5b897-f4ac-43f8-a2df-2dfcee6d5f39 · outbound

This paper cites The NIST cybersecurity framework (CSF) 2.0.

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

This paper cites Security and privacy controls for information systems and organizations.

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

This paper cites Cis critical security controls, version 8.https://www.cisecurity.org/ controls/v8, 2021.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cis critical security controls, version 8.https://www.cisecurity.org/ controls/v8, 2021

Reference 12

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Observation 8aad9d8c-a359-4be6-8fa8-e7bea3282b76 · outbound

This paper cites Iso/iec 27001:2022 - information security, cybersecurity and privacy protection - information security management systems - requirements.https://www.iso.

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

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Observation 9695ec47-f9ba-4e86-9458-5ba701f311ea · outbound

This paper cites Scout suite: Multi-cloud security auditing tool.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Scout suite: Multi-cloud security auditing tool

Reference 14

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Observation c3fe50f6-12e1-4dd4-a47f-6a9d3beb563d · outbound

This paper cites Prowler: Open source cloud security tool for aws, azure, gcp and kubernetes.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Prowler: Open source cloud security tool for aws, azure, gcp and kubernetes

Reference 15

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Observation d66c68a7-bd21-40d5-a72b-a3390354b4b0 · outbound

This paper cites Scubagoggles: Google workspace secure configuration baseline assessment tool.https://github.com/cisagov/ScubaGoggles, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Scubagoggles: Google workspace secure configuration baseline assessment tool.https://github.com/cisagov/ScubaGoggles, 2024

Reference 16

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Observation 9a182b19-0580-4081-823f-9ab6d450dcd0 · outbound

This paper cites 2025 roi of ai in security report.

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

This paper cites ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation.

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

This paper cites OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs.

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

This paper cites CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models

Reference 20

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Observation de5dda42-3adb-42aa-b016-883e20466e6c · outbound

This paper cites Zhang, Neil Perry, Riya Dulepet, Joey Ji, Celeste Menders, Justin W.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Zhang, Neil Perry, Riya Dulepet, Joey Ji, Celeste Menders, Justin W

Reference 21

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Observation ff095c14-b3bc-4ac3-910d-20329497c5a8 · outbound

This paper cites NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security.

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

This paper cites Semantic parsing on Freebase from question-answer pairs.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Semantic parsing on Freebase from question-answer pairs

Reference 23

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Observation f2200b34-141a-4ca3-9013-9c561f3a0231 · outbound

This paper cites Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task.

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

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Observation 20210221-84cc-47e6-9aeb-ba7fe3a8d26a · outbound

This paper cites Chang, Fei Huang, Reynold Cheng, and Yongbin Li.

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

This paper cites Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 26

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Observation c73b3c95-37b0-4665-9c3e-f36a2e09c160 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense React: Synergizing reasoning and acting in language models

Reference 27

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Observation 68848885-24fb-47ac-8388-ced1d55dabea · outbound

This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.

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

This paper cites Sola-visibility-ispm: Benchmarking agentic ai for identity security posture management visibility.arXiv preprint arXiv:2601.07880, 2026.

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

This paper cites Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning

Reference 30

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Observation 681b4bab-4ed5-4cec-8656-d65e92416c15 · outbound

This paper cites Guide for conducting risk assessments.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide for conducting risk assessments

Reference 31

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Observation d2fec3d8-24d6-4113-96e6-782d5db22338 · outbound

This paper cites Guide to enterprise patch management planning: Preventive maintenance for technology.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Guide to enterprise patch management planning: Preventive maintenance for technology

Reference 32

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Observation e8fa921e-0bf0-4b58-8e85-a9219c0d2e08 · outbound

This paper cites Information security continuous monitoring (iscm) for federal information systems and organizations.

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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Observation 539aa29b-3011-4f94-b005-29f1542b5a64 · outbound

This paper cites Cybersoceval: Benchmarking llms capabilities for malware analysis and threat intelligence reasoning.arXiv preprint arXiv:2509.20166, 2025.

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

This paper cites CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence

Reference 35

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Observation 96c80d3e-f825-4524-ac33-b764d2872f66 · outbound

This paper cites SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence

Reference 36

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Observation bf418c77-9d59-4d0f-b9de-4a874fd8c3ff · outbound

This paper cites Llms cannot reliably identify and reason about security vulnerabilities (yet?): A comprehensive evaluation, framework, and benchmarks.

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

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source=pdf_text observed=2026-08-01T10:23:20.957949Z digest=sha256:f087fb6a99ee4333183b7b3ed48878b801d70b5e1cc524207113f494882576f5

Observation 22a24b15-7c45-4e5d-b001-7f1a81b1e6b2 · outbound

This paper cites an unresolved cited work.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-01T10:23:21.085918Z digest=sha256:7ce348eade61e234ed37eb867dc50c2d2a685ead2498240688d11659c0df1cc0

Observation a1347f63-ea6a-451e-ab4b-6f7f93fa301d · outbound

This paper cites CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge.

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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source=pdf_text observed=2026-08-01T10:23:21.194170Z digest=sha256:c10a3a1b719f7614dbbcb78af168ee32fdc43858e30c759c68d190a7a92c9796

Observation 912932fe-38d3-41ad-9465-6c1a98707ffc · outbound

This paper cites vulnerable by design.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense vulnerable by design

Reference 40

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source=pdf_text observed=2026-08-01T10:23:21.313382Z digest=sha256:b4094678c83ab72bde8295c4cea11e8ac3faf6ab6a8ff36dbca0ded1c993bf6a

Observation ba41db4e-2e88-4b27-8c01-3e0a15cee851 · outbound

This paper cites Steampipe: Zero-etl sql for cloud, saas, and infrastructure apis.https://steampipe.io, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Steampipe: Zero-etl sql for cloud, saas, and infrastructure apis.https://steampipe.io, 2024

Reference 41

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source=pdf_text observed=2026-08-01T10:23:21.415709Z digest=sha256:4aacc8bb755c46dd02dfb058e2f573d230b6e84d371fc9d2133e45500a9b2f61

Observation ebd3eecb-62ec-44e1-b558-8239f655bdb4 · outbound

This paper cites Cloudquery: Open-source cloud asset inventory.https://www.cloudquery.io, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Cloudquery: Open-source cloud asset inventory.https://www.cloudquery.io, 2024

Reference 42

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source=pdf_text observed=2026-08-01T10:23:21.531996Z digest=sha256:d54e4d6be8b83a80c4df3706c8d0387382d59aae82121b7f3e719f78373d3569

Observation c02e645d-ef7c-4d96-bd9a-4342c88d0ffc · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.

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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source=pdf_text observed=2026-08-01T10:23:21.619124Z digest=sha256:3cd12de73b6decbb83db501aa20313675dc9650a50a45449468601ee11a71229

Observation 0c782df0-8808-4d01-9cac-90e3bf5f1060 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 44

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source=pdf_text observed=2026-08-01T10:23:21.708925Z digest=sha256:b96fb78df1ea67ace12570cc04a7a3714892619f9f8d9c6251b10885a62fcd43

Observation 1beb868d-04e9-4425-9d05-1b36586793dc · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Gorilla: Large Language Model Connected with Massive APIs

Reference 45

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source=pdf_text observed=2026-08-01T10:23:21.815757Z digest=sha256:771e2fab8c59be0b98bb3edf235f19fdb05ec4339b6904ca9346c94af52d5c70

Observation a0c877ed-43ab-40ad-b39e-2b9e499254bb · outbound

This paper cites Api-bank: A comprehensive benchmark for tool-augmented llms.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Api-bank: A comprehensive benchmark for tool-augmented llms

Reference 46

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source=pdf_text observed=2026-08-01T10:23:21.924895Z digest=sha256:1a245fdbd7eebcabbcbf002f0ace8adde8ab3a714efa546591d54019ecb96138

Observation db4fecc8-9e73-4d1e-846f-a63d74cc4685 · outbound

This paper cites Open cybersecurity schema framework (ocsf).https://ocsf.io, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Open cybersecurity schema framework (ocsf).https://ocsf.io, 2024

Reference 47

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source=pdf_text observed=2026-08-01T10:23:22.007969Z digest=sha256:0173c3a382056685a8f50955c5137ae210fcea9275beef38a091cb78a52f095a

Observation 022f9c73-846d-42ec-b666-d198379ed208 · outbound

This paper cites Amazon security lake.https://aws.amazon.com/security-lake/, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Amazon security lake.https://aws.amazon.com/security-lake/, 2024

Reference 48

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source=pdf_text observed=2026-08-01T10:23:22.085108Z digest=sha256:12676e3943187ff4e742a216ea30ee0bae33400bb264c27c219f23088f3d240a

Observation be9beeca-257c-446a-b963-74960ce8103f · outbound

This paper cites Okta security best practices.https://help.okta.com/, 2024.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Okta security best practices.https://help.okta.com/, 2024

Reference 49

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source=pdf_text observed=2026-08-01T10:23:22.177312Z digest=sha256:5786c6eaeffb70984761449f5d7b19e6c3d21ed93f95f07ef91bf6f01c8e5097

Observation 3cdc62a7-4b77-4f6a-86b3-4261d297a572 · outbound

This paper cites Security checklist for medium and large businesses (100+ users).https://support.google.

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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source=pdf_text observed=2026-08-01T10:23:22.277528Z digest=sha256:d139ee5a956d21c30cdc30a9d6b3ae5acdee86d781a791eca9a1b54f2c1b3397

Observation dfe98e99-cc2b-48cd-9d4d-94ce9ae09329 · outbound

This paper cites Bloodhound: Active directory and azure attack-path management.https://github.com/ SpecterOps/BloodHound, 2024.

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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source=pdf_text observed=2026-08-01T10:23:22.343249Z digest=sha256:2d1b25407be34024cc758fbd94acf467a32eb023d29bcf95e5ea191136786274

Observation 44228d78-f938-416e-8dad-1a253153a56e · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Xing, Hao Zhang, Joseph E

Reference 52

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source=pdf_text observed=2026-08-01T10:23:22.408229Z digest=sha256:9ee802ddcf63e453c20a7acc0ab9974a41cc3a5a2f5b11027336ec902ae288e7

Observation cff4e88b-53ff-4b27-9ded-88a0323cadc9 · outbound

This paper cites Large Language Models are not Fair Evaluators.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Large Language Models are not Fair Evaluators

Reference 53

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source=pdf_text observed=2026-08-01T10:23:22.479202Z digest=sha256:fd90de7b60da0660a96daa75864e9b58177734d67c73c34ccd21643b099c7b8c

Observation 0848230d-43f0-4388-bb1f-b03553d5a237 · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Self-consistency improves chain of thought reasoning in language models

Reference 54

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source=pdf_text observed=2026-08-01T10:23:22.546430Z digest=sha256:8c5cc46ba672f1e8eb4151bdbebd13adc750c382e8a8789e56c9d7e436e0cc41

Observation 19f121cd-86eb-42ed-984c-3bbd3d469df8 · outbound

This paper cites A coefficient of agreement for nominal scales.Educational and Psychological Measurement, 20(1):37–46, 1960.

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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source=pdf_text observed=2026-08-01T10:23:22.608967Z digest=sha256:decde0c498b3b53790351257a6a4489da7de527fadbccd7ff629b9d2ed414f51

Observation d995c372-b1c2-4cb0-97eb-e3f78cecab06 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.Nature, 645:633–638, 2025.

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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source=pdf_text observed=2026-08-01T10:23:22.710491Z digest=sha256:a45c76a250fcd6a1ab04de147b4b5ff501c101171e6aa400da53a2c29cbbdbeb

Observation a1039ae7-7c0a-4d52-8749-a27157c3d48e · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 57

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source=pdf_text observed=2026-08-01T10:23:22.765323Z digest=sha256:18c0e0de46d1f22cf5b15113d8c3e5a398f2759a9391c0edb7068f2445626a12

Observation ab040bbd-07c2-4dea-8241-2166fd8fa865 · outbound

This paper cites Training language models to follow instructions with human feedback.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Training language models to follow instructions with human feedback

Reference 58

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source=pdf_text observed=2026-08-01T10:23:22.830487Z digest=sha256:3b24d593cd44130123a12dfebf90dc98523bd385d5e538a410ea9f74c5452109

Observation b5c9031c-ad06-42fc-9e03-0f4097375edd · outbound

This paper cites Deep reinforcement learning from human preferences.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Deep reinforcement learning from human preferences

Reference 59

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source=pdf_text observed=2026-08-01T10:23:22.916039Z digest=sha256:4a2e04d5383f83c7cac82a8b46d15f51d5caa59753f8dcacf8555e12b089209a

Observation 8a5f6a2f-bcbc-4aa3-9fa3-07dd4a75598d · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 60

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source=pdf_text observed=2026-08-01T10:23:22.982297Z digest=sha256:440047b7eae5161855a1f7c948b76df8adefeedc6d302d3345ddc6976c674a6d

Observation 6aab12ec-e19c-4b7b-8dba-0c04339806ad · outbound

This paper cites A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning.

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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source=pdf_text observed=2026-08-01T10:23:23.043807Z digest=sha256:a2d378d6a2be8421040ddc09714d4c02b70dcdad65c5ee115c4ba4559202c221

Observation d8115288-2739-4d6f-823e-a760abed4ec1 · outbound

This paper cites STaR: Bootstrapping Reasoning With Reasoning.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense STaR: Bootstrapping Reasoning With Reasoning

Reference 62

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source=pdf_text observed=2026-08-01T10:23:23.080738Z digest=sha256:2e6b0adb0ea243f68cb9b3b5551cef8477d92212281c4ffe91f2e6ed11ef0862

Observation f2777606-e344-481d-91d4-74dea9cbc06a · outbound

This paper cites Direct Reasoning Optimization: Token-Level Reasoning Reflectivity Meets Rubric Gates for Unverifiable Tasks.

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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source=pdf_text observed=2026-08-01T10:23:23.168854Z digest=sha256:d246cbc554dce1613a0f406c6fdf39bfdd3d47dca099a66586c80f302a2b8836

Observation 82f3bb05-fc99-46fd-a3c1-128d89563593 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Imagenet: A large-scale hierarchical image database

Reference 64

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source=pdf_text observed=2026-08-01T10:23:23.244977Z digest=sha256:ad2f00bc4ba343ac68197df9d15cc4106b66c24c09f64b0bfd752775e905c1ca

Observation 83c61e55-6e1d-4bfe-aca8-2d30eaf4c06c · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 65

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source=pdf_text observed=2026-08-01T10:23:23.317414Z digest=sha256:ebd4f31f7dbf01992f3a8e563751547528c45b3d30d8b4bc6c4b7c5cf220e219

Observation 33f504aa-d9c1-46c5-9d5f-026798e8cc2a · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 66

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source=pdf_text observed=2026-08-01T10:23:23.368813Z digest=sha256:659b44ad8c49cce1ab4329f4bbfa9c6d634c5005db66e07d5dc6c46e6b1777d6

Observation bdb5fbfc-bc0d-4b73-9a1d-fac745e2be0c · outbound

This paper cites Sheridan, and Christopher D.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Sheridan, and Christopher D

Reference 67

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source=pdf_text observed=2026-08-01T10:23:23.447306Z digest=sha256:3a4ae9e1d0a5ac3a03c93c4db837276f274c146f3205388e3f4fc4ea8a43e303

Pith citing papers

No inbound Pith citation observations are available.