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Paper Citation Record · LEDGER

LLM Agents can Autonomously Hack Websites

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 46 inbound Pith citation observations for arXiv:2402.06664.

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

pith.paper-citation-record.v1
2402.06664 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 46 of 46 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:14:53.267105Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

10
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b7ef891b-0bd7-4221-834b-c61ee4d21ce9 · inbound

Improving LLM Unlearning Robustness via Random Perturbations cites this paper.

Improving LLM Unlearning Robustness via Random Perturbations LLM Agents can Autonomously Hack Websites

Reference 12

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verified exact
arxiv_id, observed 2026-05-23T04:42:33.401548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-23T04:41:47.910423Z digest=sha256:b17d9c9dbbaf80aee9d614e603b336d23f12901e0d3b98a8336cdc86df42f839

Observation 2274bd20-2e82-44ec-97e7-f49a15c8fae4 · inbound

Agents Are All You Need for LLM Unlearning cites this paper.

Agents Are All You Need for LLM Unlearning LLM Agents can Autonomously Hack Websites

Reference 11

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no resolver link, observed 2026-08-09T19:14:53.267105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:14:53.267105Z digest=sha256:c00622d6ee24a2e9519486a9c86c0eb39be9da6aba0bee8867b2fb8d00686b7a

Observation 5b854797-e88a-48d8-8ddf-e13f1064349e · inbound

The AI Agent Index cites this paper.

The AI Agent Index LLM Agents can Autonomously Hack Websites

Reference 23

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no resolver link, observed 2026-08-09T14:48:35.109656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:48:35.109656Z digest=sha256:aa85962499cf29998fead1c79d5002eecb70b0709fbf90dff3d9aae7cb8ccb23

Observation be666ad5-ca06-40b7-89e3-d057dfd3e07d · inbound

Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks cites this paper.

Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks LLM Agents can Autonomously Hack Websites

Reference 10

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unresolved
no resolver link, observed 2026-08-08T23:10:10.946420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:10:10.946420Z digest=sha256:93224281c34fcf901fe39a8d7ecf154b6e97dd859a99d9f00fbdfe29f57b5a3c

Observation 4ca086a0-ba7a-4e11-a3c6-9520382e4f8b · inbound

A Frontier AI Risk Management Framework: Bridging the Gap Between Current AI Practices and Established Risk Management cites this paper.

A Frontier AI Risk Management Framework: Bridging the Gap Between Current AI Practices and Established Risk Management LLM Agents can Autonomously Hack Websites

Reference 16

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no resolver link, observed 2026-08-08T14:48:44.420580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:48:44.420580Z digest=sha256:43b07b85193aa75e174e6e5f4fac56d99074202c674b455a5b89b0d23c489254

Observation abd2a32c-ed1a-4872-afd0-03f164ed177d · inbound

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem cites this paper.

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem LLM Agents can Autonomously Hack Websites

Reference 26

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unresolved
no resolver link, observed 2026-08-07T15:42:40.760266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:40.760266Z digest=sha256:f4223a026dd56c8f741b626ad50acb0d61d61858a5a39313f4a3a5678a2fc700

Observation 59924175-85ee-4fe5-b346-6e0fab36afca · inbound

Eradicating the Unseen: Detecting, Exploiting, and Remediating a Path Traversal Vulnerability across GitHub cites this paper.

Eradicating the Unseen: Detecting, Exploiting, and Remediating a Path Traversal Vulnerability across GitHub LLM Agents can Autonomously Hack Websites

Reference 36

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no resolver link, observed 2026-08-07T14:01:00.386482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:01:00.386482Z digest=sha256:d3fb8b0ac0f6229b916ac9a3fd28bafeda5154b371147ab01681adcb1a947e64

Observation daed623c-b688-44db-a438-1e84c1d74c33 · inbound

LLM Agents Should Employ Security Principles cites this paper.

LLM Agents Should Employ Security Principles LLM Agents can Autonomously Hack Websites

Reference 21

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no resolver link, observed 2026-08-07T12:42:12.460789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:42:12.460789Z digest=sha256:d23864e11be0b5b40f9c18db097f89ad0f71491b46ff55ba1a2182c82019eda1

Observation 0a64b9f8-2ce1-48d3-8b79-ff9e7372d2f9 · inbound

Improving LLM Agents with Reinforcement Learning on Cryptographic CTF Challenges cites this paper.

Improving LLM Agents with Reinforcement Learning on Cryptographic CTF Challenges LLM Agents can Autonomously Hack Websites

Reference 2

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no resolver link, observed 2026-08-07T12:02:35.391491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:02:35.391491Z digest=sha256:16ebc4f808835842773777162af5df35b529c4d6b466028e7ab90161e1f5d397

Observation 9bd0273a-027c-4ee1-aa47-e4326bda686a · inbound

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs cites this paper.

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs LLM Agents can Autonomously Hack Websites

Reference 13

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no resolver link, observed 2026-08-07T00:34:59.444740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:34:59.444740Z digest=sha256:e9f355d9417184653bc1f9a8001d6d7ed72a5973fa1846b75ac18c9ee54c90ae

Observation 53d2c546-ea9f-4636-bf87-72f6c0317db7 · inbound

Prompt Injection 2.0: Hybrid AI Threats cites this paper.

Prompt Injection 2.0: Hybrid AI Threats LLM Agents can Autonomously Hack Websites

Reference 27

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no resolver link, observed 2026-08-06T16:34:05.325342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:34:05.325342Z digest=sha256:b7ee24a7321612ac46a21f8fb10f681a2c0db79cc3b93e6c11f9ebbe7d579986

Observation 1e21aa17-16a5-4556-8435-8aeca8463df3 · inbound

Relativistic Quantum Thermal Machine: Harnessing Relativistic Effects to Surpass Carnot Efficiency cites this paper.

Relativistic Quantum Thermal Machine: Harnessing Relativistic Effects to Surpass Carnot Efficiency LLM Agents can Autonomously Hack Websites

Reference 12

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no resolver link, observed 2026-08-05T18:45:32.515647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:45:32.515647Z digest=sha256:54daf352f70cd61646563cdb25dbaedc14b993768bb9fa68f840fe0076a55463

Observation 58b93dd4-542f-4e85-9a89-768a58f31816 · inbound

Private, Verifiable, and Auditable AI Systems cites this paper.

Private, Verifiable, and Auditable AI Systems LLM Agents can Autonomously Hack Websites

Reference 89

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no resolver link, observed 2026-08-05T15:43:58.906663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:43:58.906663Z digest=sha256:b2d2ca48559520c806e69b0386551dfa642cfae1e04e53425b486519701ba7af

Observation 77e4116d-3c65-4fde-963b-92cf4255aedb · inbound

A Whole New World: Creating a Parallel-Poisoned Web Only AI-Agents Can See cites this paper.

A Whole New World: Creating a Parallel-Poisoned Web Only AI-Agents Can See LLM Agents can Autonomously Hack Websites

Reference 4

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no resolver link, observed 2026-08-05T14:20:11.831903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T14:20:11.831903Z digest=sha256:6480712c9992f5be593848c8cf2e37dfcd9878c2e2a6ab57ec40028fba3961e7

Observation 032ab1c7-17c6-4da4-94f8-8616ad896e51 · inbound

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges cites this paper.

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges LLM Agents can Autonomously Hack Websites

Reference 100

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arxiv_id, observed 2026-05-18T03:42:22.335983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T03:42:10.703369Z digest=sha256:a729581c5feaf30e350f3f3791a32d2472d642804b6c8bf8f8cde8f1fa5ee1f8

Observation 35965de7-275b-4966-9dbb-03398b9274e1 · inbound

From Rookie to Expert: Manipulating LLMs for Automated Vulnerability Exploitation in Enterprise Software cites this paper.

From Rookie to Expert: Manipulating LLMs for Automated Vulnerability Exploitation in Enterprise Software LLM Agents can Autonomously Hack Websites

Reference 8

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arxiv_id, observed 2026-05-16T20:03:22.220576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T20:02:47.746439Z digest=sha256:ef227582dc0926dfa7fcc58851105ccfbcba43b6f680f2f49b7c141428a99555

Observation 22462863-1e8c-469f-a1de-2b18d9b4fd23 · inbound

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

AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports LLM Agents can Autonomously Hack Websites

Reference 15

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no resolver link, observed 2026-08-02T23:18:01.167485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:18:01.167485Z digest=sha256:c8cbb31636643fa34c15b6373e5470fde2e9c365f7494f241aa485272954b013

Observation 6fc24854-8a65-45fd-b239-503b6ab8831a · inbound

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems cites this paper.

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems LLM Agents can Autonomously Hack Websites

Reference 41

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arxiv_id, observed 2026-05-15T20:46:36.180529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T20:41:49.137745Z digest=sha256:ddf72a6669af04df1327f5d635d5fd968832daf409e5e6fa3350cd5d30abb3a6

Observation 43077ddc-fba7-42c7-84e1-9abbbab87ee1 · inbound

Scale-free congestion clusters in large-scale traffic networks: a continuum modeling study cites this paper.

Scale-free congestion clusters in large-scale traffic networks: a continuum modeling study LLM Agents can Autonomously Hack Websites

Reference 31

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no resolver link, observed 2026-07-13T09:27:26.581889Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T09:27:26.581889Z digest=sha256:d3e7b53582657d55c321078dc53cd4e0b562a8def4871b0b15bd59cde85aeed8

Observation 696cc0c6-de06-435e-abbc-4811ee70d463 · inbound

LanG -- A Governance-Aware Agentic AI Platform for Unified Security Operations cites this paper.

LanG -- A Governance-Aware Agentic AI Platform for Unified Security Operations LLM Agents can Autonomously Hack Websites

Reference 31

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arxiv_id, observed 2026-05-10T22:25:51.468032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T19:53:05.325203Z digest=sha256:f1790e24be4b4c3914192869ec4c5d56c2b119750a09d51174fb08de3c7afe29

Observation c72fffc0-1a6a-4728-99d2-a6fbfe733fe8 · inbound

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing cites this paper.

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing LLM Agents can Autonomously Hack Websites

Reference 33

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arxiv_id, observed 2026-05-10T23:45:52.756965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T18:52:57.225878Z digest=sha256:a3c2f8dc4a2b136404a582182244296d530d2479fc60f7b5e673ca5065401a3b

Observation bbd5ba17-5eae-4e50-9482-9092d2a89467 · inbound

Organizational Security Resource Estimation via Vulnerability Queueing cites this paper.

Organizational Security Resource Estimation via Vulnerability Queueing LLM Agents can Autonomously Hack Websites

Reference 18

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arxiv_id, observed 2026-05-11T10:06:03.503422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T15:38:42.034463Z digest=sha256:c09ceb798ecf11efa5d8aac6b479e53ac9210197a2b0c20f5169fc60471e3d1d

Observation 479d3493-16c0-438e-8fbb-2b1b43ddccdd · inbound

Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks cites this paper.

Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks LLM Agents can Autonomously Hack Websites

Reference 2

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arxiv_id, observed 2026-05-10T06:06:19.079644Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T06:02:32.399075Z digest=sha256:0f31f25b30d95bb19e86eda9e198e7cd1391687996e1439e5c9825ddc3680a79

Observation 9ccf7805-1395-4fe6-adb5-b308ad0424a1 · inbound

Towards Optimal Agentic Architectures for Offensive Security Tasks cites this paper.

Towards Optimal Agentic Architectures for Offensive Security Tasks LLM Agents can Autonomously Hack Websites

Reference 6

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arxiv_id, observed 2026-05-11T12:16:03.122466Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T04:02:04.359269Z digest=sha256:0a20ae597a98a1844da17699b3a32d20391cf851c15ba131dcaa219302b73809

Observation b7ed002d-c805-40fe-a26d-6ad50b41b9a7 · inbound

Synthesizing Multi-Agent Harnesses for Vulnerability Discovery cites this paper.

Synthesizing Multi-Agent Harnesses for Vulnerability Discovery LLM Agents can Autonomously Hack Websites

Reference 16

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arxiv_id, observed 2026-05-10T00:19:46.399952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T00:17:26.218561Z digest=sha256:558d22a250bce92d5d316bf13799a7ef132f627ab5a1e84c4dc31a4ce6d073b6

Observation 3dde665b-26d7-41ee-84f0-2341b530ca97 · inbound

Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Priorities for Enterprises and the Mittelstand cites this paper.

Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Priorities for Enterprises and the Mittelstand LLM Agents can Autonomously Hack Websites

Reference 12

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arxiv_id, observed 2026-05-11T04:25:58.395217Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T01:23:55.894827Z digest=sha256:b90b568ce2ef4cbb2444d1b26fe64bc2a4664b719ed018ac74556488af4ebad3

Observation dd9063d0-26b6-479f-91ee-2c0171da0163 · inbound

AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey cites this paper.

AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey LLM Agents can Autonomously Hack Websites

Reference 40

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arxiv_id, observed 2026-05-12T00:51:14.776871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T00:50:39.655353Z digest=sha256:712c9a1879f6b185277d7563917ffdcc8b8c35d3f3dbe0c2a40a91ca93b28f99

Observation 6a20f1d8-7cab-4e46-8bf4-5da110b37698 · inbound

SHM-Agents: A Generalist-Specialist Integrated Agent System for Structural Health Monitoring cites this paper.

SHM-Agents: A Generalist-Specialist Integrated Agent System for Structural Health Monitoring LLM Agents can Autonomously Hack Websites

Reference 13

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arxiv_id, observed 2026-06-30T21:55:04.889288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-30T21:50:07.617384Z digest=sha256:d00cc95a1367bf75ee9365084fa760fde2f0749a97e010d43e1c930653130856

Observation f3b18c20-0697-4e92-a9da-5558869227dc · inbound

Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems cites this paper.

Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems LLM Agents can Autonomously Hack Websites

Reference 8

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arxiv_id, observed 2026-05-19T17:32:41.713561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T17:30:08.476165Z digest=sha256:6de4f6533148a5639319d742ea39738f4b806d410bb189f7040f0b3bf2645152

Observation 70593040-75ec-4a28-b43b-25d04ea945f6 · inbound

Benchmarking Mythos-Linked Bug Rediscovery cites this paper.

Benchmarking Mythos-Linked Bug Rediscovery LLM Agents can Autonomously Hack Websites

Reference 24

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arxiv_id, observed 2026-05-19T23:17:57.562883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T23:14:34.164854Z digest=sha256:647445fd8f359ac600d64d54c9a7748c44aaf179fd93b529e7c3988a52ba57c2

Observation fe26ee07-21d3-49fb-9d06-4e28f6192c46 · inbound

APT-Agent: Automated Penetration Testing using Large Language Models cites this paper.

APT-Agent: Automated Penetration Testing using Large Language Models LLM Agents can Autonomously Hack Websites

Reference 12

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arxiv_id, observed 2026-06-30T00:14:04.084144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T00:11:02.928108Z digest=sha256:4f1aef3795d4e409e88524a83beb0128be08e59fbb94738e6e19094357aac030

Observation 1fbbc008-f672-4c46-9ef9-1bc5e4afbfc0 · inbound

APT-Agent: Automated Penetration Testing using Large Language Models cites this paper.

APT-Agent: Automated Penetration Testing using Large Language Models LLM Agents can Autonomously Hack Websites

Reference 13

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arxiv_id, observed 2026-06-30T00:14:03.916561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T00:11:02.928108Z digest=sha256:e433a91bea2b2a64d3811de67213fe5777544674ab724f1584140bb85279142b

Observation 42062744-44f8-479f-9444-f9a774c2bb5c · inbound

How Reliable Are AI Attackers Against a Fixed Vulnerable Target? A 400-Run Empirical Study of LLM Penetration Testing Consistency cites this paper.

How Reliable Are AI Attackers Against a Fixed Vulnerable Target? A 400-Run Empirical Study of LLM Penetration Testing Consistency LLM Agents can Autonomously Hack Websites

Reference 2

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arxiv_id, observed 2026-06-29T14:13:30.533018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T06:53:48.841077Z digest=sha256:27cd80bc21fdb15480048d9e39cbfb8ee4ea9f34b7093660dfae748a266a1fce

Observation 9032e5aa-90db-462f-9274-dfe921a29189 · inbound

ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree cites this paper.

ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree LLM Agents can Autonomously Hack Websites

Reference 11

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arxiv_id, observed 2026-07-01T21:36:15.888449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T16:31:00.638181Z digest=sha256:ff75d14a67f8708dbe45406491f5cd431c2e61fd8b77d617037d2896562adee6

Observation 7b16bb85-0344-4ec7-ae10-230f7f1b20aa · inbound

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation cites this paper.

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation LLM Agents can Autonomously Hack Websites

Reference 41

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arxiv_id, observed 2026-06-27T13:20:56.792731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T12:55:22.831264Z digest=sha256:288f8cf628b7cfe0164f09ec05506a24b71c1cdbf03e9e86d2eda72034565308

Observation 8698cf35-9589-460e-b60a-162bf783829b · inbound

OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing cites this paper.

OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing LLM Agents can Autonomously Hack Websites

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-04T01:29:22.415726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T20:21:37.520539Z digest=sha256:d97409ef754db6339987dca7828e29a1b99c035e3aa8ff571b94c507d53e5047

Observation 757d6456-2829-4ba4-bfa5-faa18ebe1bf8 · inbound

Poisoned Playbooks: Demystifying Knowledge Poisoning Effects on AI Security Agents cites this paper.

Poisoned Playbooks: Demystifying Knowledge Poisoning Effects on AI Security Agents LLM Agents can Autonomously Hack Websites

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T17:50:00.000930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T23:27:14.610097Z digest=sha256:b51b4011b32e8cbf09a83221467409c6f2e28d5027740528b97021991e666943

Observation 792557bd-e77e-401e-afa2-3e89ae845b2d · inbound

Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing cites this paper.

Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing LLM Agents can Autonomously Hack Websites

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T19:20:07.165656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T21:23:32.255067Z digest=sha256:1f8754c94c2406ba256f5f5c4e9ccda228ab55796bc5f9a2c3674b22fdf2f382

Observation 70ff2b12-b7b1-4391-adcf-f750b30954a5 · inbound

A Survey of LLM-Driven Penetration Testing: Taxonomy, Co-Evolution, and Open Challenges cites this paper.

A Survey of LLM-Driven Penetration Testing: Taxonomy, Co-Evolution, and Open Challenges LLM Agents can Autonomously Hack Websites

Reference 83

Resolution
unresolved
no resolver link, observed 2026-07-12T09:10:11.585499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:10:11.585499Z digest=sha256:55b35983b696b993c97e4aef975627871cbc8061b7e8f37be2fe78b930fdd547

Observation c0b4c996-f50f-4154-a79c-108252658275 · inbound

RECEIPT: Deterministic, Reward-Hacking-Resistant Verification for White-Box Agentic XSS Discovery cites this paper.

RECEIPT: Deterministic, Reward-Hacking-Resistant Verification for White-Box Agentic XSS Discovery LLM Agents can Autonomously Hack Websites

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T15:04:05.811127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:04:05.811127Z digest=sha256:07f06b2528067b80074ec4608182226080297a391b5da9a5b7c887dd6689cf3b

Observation 9ef4dbba-eddb-4525-a825-8066b65ede1b · inbound

Agent Security Needs Redefinition through a Holistic Framework cites this paper.

Agent Security Needs Redefinition through a Holistic Framework LLM Agents can Autonomously Hack Websites

Reference 300

Resolution
unresolved
no resolver link, observed 2026-08-01T06:04:46.754584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:04:46.754584Z digest=sha256:ff2769ad2d54add50f168be98be4614d6209c3948c119c51cfb6f0bd22a7495a

Observation d0ae1f08-c5c3-42c0-ad4f-8d46014a07bd · inbound

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

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response LLM Agents can Autonomously Hack Websites

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-01T02:40:29.368884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:40:29.368884Z digest=sha256:c1f4222c70d9e745819ce27c6fce468193dbd6d187035a1ba2795e70fb057183

Observation 8de1c133-ebbc-411f-a9b8-957d524402c2 · inbound

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

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response LLM Agents can Autonomously Hack Websites

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T01:33:20.480890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:33:20.480890Z digest=sha256:72a48de0dfa8645ef43aed9918b8662330bcff9c2681716e2ba5b7990dedb234

Observation 3956c394-6f05-49dd-8096-2a6124de3c9a · inbound

Tiny Enough to Break In: Agentic Remote Access Trojans Powered by Small Language Models cites this paper.

Tiny Enough to Break In: Agentic Remote Access Trojans Powered by Small Language Models LLM Agents can Autonomously Hack Websites

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T04:19:18.946403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:19:18.946403Z digest=sha256:39dbcbd63af0e440b7acb4d0fc229c48e13160bfbe0965ff7a728d7442f6d7b3

Observation 8d7de844-f4f5-43d7-aa20-28fb6659842a · inbound

Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic) cites this paper.

Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic) LLM Agents can Autonomously Hack Websites

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T19:58:17.213871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:58:17.213871Z digest=sha256:da5da7608082a3c78c86d72d0a4b3e0e505c2174febac5d95347adfa7fee807f

Observation 278ea0f0-8105-4a49-abb5-92a63d0d3768 · inbound

"Allow" to Achieve, Over-Privileged Inadvertently: The Unintended Cost of Task-Completion-Driven Pop-up Decisions in Mobile GUI Agents cites this paper.

"Allow" to Achieve, Over-Privileged Inadvertently: The Unintended Cost of Task-Completion-Driven Pop-up Decisions in Mobile GUI Agents LLM Agents can Autonomously Hack Websites

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T17:27:26.339268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:27:26.339268Z digest=sha256:1f5d9c944f4084b62629dc80712f479a1821b1c5660f365ea0667afea6e09a5e