Paper Citation Record · LEDGER

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2507.06742.

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

pith.paper-citation-record.v1
2507.06742 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:01:15.872491Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

19 of 19 outbound references displayed

verified exact3
verified fuzzy8
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a1edeb4-4e20-460b-9aaf-acf1f64bdf12 · outbound

This paper cites In: The 4th international conference on natural language computing, Copen- hagen, Denmark.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: The 4th international conference on natural language computing, Copen- hagen, Denmark

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.303942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b012e2c5-9635-42d7-8213-085e0f198bfe · outbound

This paper cites Technical report, Royal Holloway, University of London (2024),https://pure.royalholloway.ac.uk/files/58692091/ TechReport_UnleashingAIinEthicalHacking.pdf.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Technical report, Royal Holloway, University of London (2024),https://pure.royalholloway.ac.uk/files/58692091/ TechReport_UnleashingAIinEthicalHacking.pdf

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:01:16.229158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a229dc57-f958-435e-b983-c47257841c13 · outbound

This paper cites AI-Augmented Ethical Hacking: A Practical Examination of Manual Exploitation and Privilege Escalation in Linux Environments.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI AI-Augmented Ethical Hacking: A Practical Examination of Manual Exploitation and Privilege Escalation in Linux Environments

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:01:15.928260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59925178-d622-45e2-882e-461331ef81d8 · outbound

This paper cites PenTest++: Elevating Ethical Hacking with AI and Automation.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI PenTest++: Elevating Ethical Hacking with AI and Automation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:15.823644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b83665e-9eaa-4132-b1d3-05ee4e67c999 · outbound

This paper cites In: Martinelli, F., Rios, R.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: Martinelli, F., Rios, R

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T19:01:15.915094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 578be154-fc22-49c3-a094-f5581542493a · outbound

This paper cites In: Costa, G., Montanari, R., Carmi- nati, M., Sciarretta, G.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: Costa, G., Montanari, R., Carmi- nati, M., Sciarretta, G

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.293902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aec54184-f943-4400-b6e6-953b14c9baac · outbound

This paper cites In: AI Magazine.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: AI Magazine

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:15.834542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8490169f-c607-4192-a447-e942c4310cfa · outbound

This paper cites In: 33rd USENIX Security Sympo- sium (USENIX Security 24).

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: 33rd USENIX Security Sympo- sium (USENIX Security 24)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.285167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75db65ae-1bdf-4359-9873-54e972e88957 · outbound

This paper cites In: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.275525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 220df542-c8df-4bc4-a3df-8a21d705703f · outbound

This paper cites A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:15.846726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43c5931-8df7-4c70-904e-408b023000ed · outbound

This paper cites Computers & Secu- rity154, 104399 (2025).https://doi.org/https://doi.org/10.1016/j.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Computers & Secu- rity154, 104399 (2025).https://doi.org/https://doi.org/10.1016/j

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-06T19:01:15.850209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9c0f18e-f8f9-4f19-a7e4-c962ff2bf16c · outbound

This paper cites In: Advances in Neural Information Processing Systems.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: Advances in Neural Information Processing Systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.266146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f07b56e-c5d7-48c3-8da3-879b9bd3b2e9 · outbound

This paper cites Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:15.856529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 370d1cf1-7304-439c-8d7e-ae644e9148bd · outbound

This paper cites benefits and drawbacks.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI benefits and drawbacks

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T19:01:15.899755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5d1cb8e-5ab3-4ee5-9da7-65b3f598e4dc · outbound

This paper cites Special Publica- tion 800-115, National Institute of Standards and Technology (2008),https: //csrc.nist.gov/publications/detail/sp/800-115/final.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Special Publica- tion 800-115, National Institute of Standards and Technology (2008),https: //csrc.nist.gov/publications/detail/sp/800-115/final

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.257307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9a09980-be46-4cf7-85c4-6cf1212099d5 · outbound

This paper cites In: International Confer- ence on Learning Representations (2022),https://openreview.net/forum? id=gEZrGCozdqR.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: International Confer- ence on Learning Representations (2022),https://openreview.net/forum? id=gEZrGCozdqR

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.247954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c021c92d-3b3b-4589-b7c8-b437fad5db99 · outbound

This paper cites Al-Sinani & C.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Al-Sinani & C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:16.239149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a404f24e-e1a7-4edc-a66f-1b68c6394fe8 · outbound

This paper cites In: 8th International Conference on PST: Privacy, Security and Trust.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI In: 8th International Conference on PST: Privacy, Security and Trust

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:01:16.002983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e71ef4eb-2139-4034-861c-8950223c18b7 · outbound

This paper cites an unresolved cited work.

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Unresolved cited work

Reference 2086

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:15.843654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.