Paper Citation Record · LEDGER

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2308.06782.

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

pith.paper-citation-record.v1
2308.06782 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:42:56.442650Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:37:31.175150Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 088354c6-909b-42fc-87ed-81db60dab63b · inbound

A Survey on Large Language Model based Autonomous Agents cites this paper.

A Survey on Large Language Model based Autonomous Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 125

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:03:00.652635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 76eeb581-2705-45ad-9a38-86094e7e1a23 · inbound

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting cites this paper.

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T14:42:56.442650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1a7fd3-bc1f-4dc7-bc00-67147213fcca · inbound

CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence cites this paper.

CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:05:27.453455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b49088-bba5-4b79-aee2-74ffced29620 · inbound

AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports cites this paper.

AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:18:01.155507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63fbbe26-54c3-4cc5-91b3-dbe351998386 · inbound

PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy cites this paper.

PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.281745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6b764628-aede-4f1e-bfd7-f20eb3bf741f · inbound

Geometric quantification for nonlinear deformation in knitted fabrics cites this paper.

Geometric quantification for nonlinear deformation in knitted fabrics PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-15T11:27:58.396234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34dc13f4-c435-45b9-b6aa-18001ed7cf00 · inbound

SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection cites this paper.

SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T03:19:14.700609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a0d324dd-dbdd-4d08-86dc-55956d0994b0 · inbound

Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents cites this paper.

Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:41:26.727582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 94c6418b-ad19-4007-8fd7-d8996284da95 · inbound

Trace: Unmasking AI Attack Agents Through Terminal Behavior Fingerprinting cites this paper.

Trace: Unmasking AI Attack Agents Through Terminal Behavior Fingerprinting PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:41:18.861050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1e55b4b6-e659-4aba-b2c3-45b30066fc55 · inbound

PHANTOM: Polymorphic Honeytoken Adaptation with Narrative-Tailored Organisational Mimicry cites this paper.

PHANTOM: Polymorphic Honeytoken Adaptation with Narrative-Tailored Organisational Mimicry PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:40:40.528555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f49ee13a-2384-49fd-8588-2f642c52148f · inbound

Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches cites this paper.

Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:31:11.677641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation af1b7923-8ad9-4c0e-ba7c-f76ef7c6aa33 · inbound

The Authorization-Execution Gap Is a Major Safety and Security Problem in Open-World Agents cites this paper.

The Authorization-Execution Gap Is a Major Safety and Security Problem in Open-World Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:22:01.862444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a43529d7-4779-44ba-bca9-fa6bcf0e1578 · inbound

Rethinking Side-Channel Analysis: Automated Discovery and Analysis of Side-Channel Leakage with LLM-Assisted Agents cites this paper.

Rethinking Side-Channel Analysis: Automated Discovery and Analysis of Side-Channel Leakage with LLM-Assisted Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-19T23:37:52.644230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 75943841-a266-4dae-80cf-8687ca03cd9f · inbound

Benchmarking Mythos-Linked Bug Rediscovery cites this paper.

Benchmarking Mythos-Linked Bug Rediscovery PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-19T23:17:57.585968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e7b258f4-3c9f-4212-b2a6-afd6a2bba060 · inbound

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly cites this paper.

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:23:59.023501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ce07ee37-888c-48f7-b82d-28c82c55e6d4 · inbound

HunterAgent: Neuro-Symbolic Attack Trace Reconstruction under Anti-Forensics cites this paper.

HunterAgent: Neuro-Symbolic Attack Trace Reconstruction under Anti-Forensics PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:13:17.082921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0bab7eea-4c70-40f3-bd72-3e560f188edc · inbound

Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots cites this paper.

Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:03:12.673461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 74f3a611-a04b-4c3d-bbf8-9a2b86178f45 · inbound

Synthetic APTs: the Collapse of TTP-Based Attribution cites this paper.

Synthetic APTs: the Collapse of TTP-Based Attribution PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.311783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c8bd8011-5419-455b-b9af-44f424698783 · inbound

CornerCase: Automated Extremal Testing of Protocol Implementations using LLMs cites this paper.

CornerCase: Automated Extremal Testing of Protocol Implementations using LLMs PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T03:04:13.951726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cf811e73-aa48-4304-9668-e08e132c35f9 · inbound

Hephaestus: Toward a Cybersecurity AI Scientist cites this paper.

Hephaestus: Toward a Cybersecurity AI Scientist PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:54:44.424382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 37c29c79-150d-4883-addd-6c034d7821c7 · inbound

A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems cites this paper.

A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T11:05:42.354993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fd43bfca-c5ad-4592-8956-157ecb2e75a8 · inbound

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act cites this paper.

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:16:29.517474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 856018ed-e75d-4aba-bd23-a1d619ced3ea · inbound

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents cites this paper.

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-10T18:37:31.176589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d4713d95-fe70-4703-bb12-8967787a7cf0 · inbound

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents cites this paper.

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:49:47.427124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90464567-7c98-40f7-8ed7-6cecd4d66b52 · inbound

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response cites this paper.

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T02:40:29.381670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e38e52-c376-4f47-95c6-0e4895419de3 · inbound

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response cites this paper.

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T01:33:20.742477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.