Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2403.01038.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:33:52.347166Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
15
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation cc6b4f74-969b-4580-b11d-3de98475f63f · inbound
Can adversarial attacks by large language models be attributed? AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51ee9d0d-8481-459f-80b0-9f84a816c713 · inbound
Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d50b8b98-3b5b-43a5-b9fb-44aad1a44ae7 · inbound
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87323e02-2728-4785-995e-eb445eba0896 · inbound
Frontier Models are Capable of In-context Scheming AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5235de40-3946-45a5-845f-c4d61e35b5fa · inbound
Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2638c37b-d76e-48f8-bef6-51006ac539dd · inbound
VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f880ee16-86ba-4444-b18b-ee1fcd3e7f2b · inbound
Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 017076ff-676b-4323-a8d8-053f2104c8b0 · inbound
Generative AI for Internet of Things Security: Challenges and Opportunities AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18daecac-1de2-4fbc-9441-712e0b75f9da · inbound
Jailbreak Attack Initializations as Extractors of Compliance Directions AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dcbffbd-649b-45b9-b129-2fa9f6419b1a · inbound
RedTeamLLM: an Agentic AI framework for offensive security AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e5e921e-7e58-4354-88f6-9a40bc161391 · inbound
RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d4296ec-a317-44ef-b96f-0828b1626f14 · inbound
AutoPentest: Enhancing Vulnerability Management With Autonomous LLM Agents AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e631aa94-917c-4296-9e0b-6ceeacf1866c · inbound
Eradicating the Unseen: Detecting, Exploiting, and Remediating a Path Traversal Vulnerability across GitHub AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 122
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 468b374f-bb1a-44c7-9646-eb849beee30f · inbound
PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fab0619-8af1-45c7-b65b-13f0e8de93e6 · inbound
Recognition Without Mitigation: Ethical Frameworks in Autonomous Offensive-LLM Agent Research AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f9af33f-9d4a-45a5-b33d-a2561c4d9420 · inbound
On the Surprising Efficacy of LLMs for Penetration-Testing AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 114
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04c161eb-c2ee-4ffd-bc05-10629c5da853 · inbound
MGC: A Compiler Framework Exploiting Compositional Blindness in Aligned LLMs for Malware Generation AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50cf2013-9dd2-4a06-b1de-2683af952af4 · inbound
From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f4ae374-65b9-4ff8-b5cb-5d901f88c6cf · inbound
Vulnerability Mitigation System (VMS): LLM Agent and Evaluation Framework for Autonomous Penetration Testing AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 463f0234-ec18-432e-aacb-87382cb08d9d · inbound
Can We End the Cat-and-Mouse Game? Simulating Self-Evolving Phishing Attacks with LLMs and Genetic Algorithms AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49b3c049-77b5-4976-9b7e-e6676262caa7 · inbound
xOffense: An Autonomous Multi-Agent Framework for Penetration Testing with Domain-Adapted Large Language Models AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ed7d8b14-5d4f-4cba-b8f4-1cef3c35b333 · inbound
PoCo: Agentic Proof-of-Concept Exploit Generation for Smart Contracts AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4549d868-2d27-4c68-971f-025719467361 · inbound
From Rookie to Expert: Manipulating LLMs for Automated Vulnerability Exploitation in Enterprise Software AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c3eac0eb-ea06-4350-8902-713011f91ff5 · inbound
Scale-free congestion clusters in large-scale traffic networks: a continuum modeling study AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9acd55f8-b52e-4b29-b3a7-669c997a70c4 · inbound
LanG -- A Governance-Aware Agentic AI Platform for Unified Security Operations AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c1b08f4e-3617-4153-988f-ad7686f98fb4 · inbound
Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 121
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 04884097-703e-4c45-a1c0-0b3a2c7fc433 · inbound
CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7ed9ddc6-e060-4b7b-b89e-66984ade10d7 · inbound
Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8f3b276a-32fe-4882-b8cd-1df86eaa841f · inbound
Self-Adaptive Multi-Agent LLM-Based Security Pattern Selection for IoT Systems AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 58ae8c4c-dd81-46d9-b344-efbae741c065 · inbound
APIOT: Autonomous Vulnerability Management Across Bare-Metal Industrial OT Networks AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 32aa2d9d-b9a1-421b-b01d-11729984c50e · inbound
Pen-Strategist: A Reasoning Framework for Penetration Testing Strategy Formation and Analysis AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f0b45f90-8f0b-44ef-b59f-a6e3682f9e12 · inbound
Autonomous Adversary: Red-Teaming in the age of LLM AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8d7a2e79-2f86-4371-9057-6c92e40136e0 · inbound
CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 99c17ba3-2b2d-4af0-9778-302eedb5591e · inbound
PocketAgents: A Manifest-Driven Library of Autonomous Defense Agents AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6d0ffe7f-5930-431b-987b-a67014490732 · inbound
HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 649ceabe-fbf8-432c-b56d-8d71e860cdcb · inbound
APT-Agent: Automated Penetration Testing using Large Language Models AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30c5adfa-7b98-483e-927b-f1376003816e · inbound
AI Agents Enable Adaptive Computer Worms AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 19c3348d-2e85-43de-a9a6-d7aae3a30573 · inbound
ZERO-APT: A Closed-Loop Adversarial Framework for LLM-Driven Automated Penetration Testing under Intelligent Defense AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9d5e84c7-0edf-4936-be97-062e5be55c01 · inbound
Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f64a90a-baee-4c66-b62c-38515c759812 · inbound
A Survey of LLM-Driven Penetration Testing: Taxonomy, Co-Evolution, and Open Challenges AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5949df8-4899-4bd1-8dea-3a2a0fda4024 · inbound
VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34d78972-7dcd-4d41-ac9f-40ce0beeb76a · inbound
Tiny Enough to Break In: Agentic Remote Access Trojans Powered by Small Language Models AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86f95f50-c2ce-4c65-b13a-506be8528e42 · inbound
Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.