Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:12:25.287588Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 4 inbound Pith citation observations for arXiv:2507.06323.
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, observed 2026-08-06T19:12:25.287588Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T16:22:23.857438Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
59 of 59 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation dc585828-52c2-4e24-b44c-f38069accc36 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Chain-of- thought prompting elicits reasoning in large language models,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a83cbae-e6e1-4bf7-b41c-ca7f2f374239 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A survey on large language model based autonomous agents,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4b80b2ae-3ea3-48b9-b910-34a72a1b7620 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms The rise and potential of large language model based agents: A survey,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d7f66e71-0099-4cf2-ae28-58c4040a5f4c · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Llm- based agentic systems in medicine and healthcare,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ae352158-f003-4de5-b2a7-bc06bb9535d4 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Trends of ai in financial services and its applications,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f3025e86-7422-47ba-986b-96f285317b3c · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Guardrails for large language models: A review of techniques and challenges,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 194cb6a6-cc8c-4c3c-b7f0-26ab9562aff9 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Superagency in the workplace: Empowering people to unlock ai’s full potential,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6dddc414-a94f-48d3-b476-5213ee8ce759 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms TinyAgent: Function Calling at the Edge
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0acf3b10-8967-4569-9e1b-43aace7af954 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms An llm compiler for parallel function calling,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 11684f3e-eed5-4124-9ff1-cf754ac496e1 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Microsoft copilot and anthropic claude ai in education and library service,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b4aeb1b6-42d4-49fd-8e36-9a8ec02dfdae · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4941f215-fcae-4a57-a01e-eb1d0761141e · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Automatic and Universal Prompt Injection Attacks against Large Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f38b878-edae-449d-b926-42a765313f50 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Jailbreaking black box large language models in twenty queries,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2ee4e6f2-7cd7-497b-b623-98bf6ffa8b58 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Security Concerns for Large Language Models: A Survey
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e485ce9-9a34-46ae-93d7-3f75e51899f3 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc4d3fcb-9ff1-48bd-a580-d292c5cbe81d · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Agent- dojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d70c4c11-6f58-4a53-84d6-f1905a37804f · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6feb5b5-c997-49a9-b090-13f7ab1e35c7 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms ReAct: Synergizing Reasoning and Acting in Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb1fea16-61ed-42a0-94e1-fdea8e0a6110 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Safe RLHF: Safe Reinforcement Learning from Human Feedback
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8ef2939-ae65-48a3-acb7-4b158638467e · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Llm-agent-umf: Llm-based agent unified mod- eling framework for seamless integration of multi active/passive core-agents,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 81543be5-060c-4908-a8f5-81c9cc76f904 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74246ff1-e740-49a5-b501-4da057e9398f · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A comprehensive overview of backdoor attacks in large language models within communication networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69c0d81a-63c5-48c2-9ca0-2853767bbe8e · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Large language model supply chain: Open prob- lems from the security perspective,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dd8f7104-56ce-4e61-99e2-8d72edd28033 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8fc17fc-b3a3-4c49-a559-308b4e0e9750 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Identifying and mitigating vulnerabilities in llm-integrated applications,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6e5ecc03-9127-4ae6-94e1-2bf4f4114726 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Ifrah,Getting Started with Azure OpenAI: Deploying and Managing Azure AI and Azure OpenAI Solutions
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 400f5e56-5de2-4c47-9c7d-e04aacab67da · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Model context protocol (mcp): Landscape, security threats, and future research directions,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f22b498b-48c8-4e0b-abb9-f6f194376336 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A descriptive study of microsoft’s threat modeling technique,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b0874b2-7f8d-43a0-b11c-7e937cc8cca1 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d191fb22-8070-4c5c-8299-e93c80fcb318 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Addressing bias in big data and ai for health care: A call for open science,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eeaecc3e-e835-432d-a9de-7898ce1d66a2 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Technical guide to information security testing and assessment,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ac5b0533-5d66-4209-996d-735e016d9949 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms An introduction to information security,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a1b6ad79-2689-441c-86d9-04112987e6b9 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A systematic litera- ture review and meta-analysis on artificial intelligence in penetration testing and vulnerability assessment,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 67911943-6ad5-45f5-a073-fd4dc07e9c5d · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Large language model for vulnerability detection: Emerg- ing results and future directions,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ced57e2d-97f7-488e-b21d-9101c6bd855c · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Judging llm-as-a-judge with mt-bench and chatbot arena,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 110afdba-9838-4a69-b7bb-e1a411fa62da · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b24a2a4-48c0-4e73-b139-d981fadf8591 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Cyber signals: Defending against cyber threats with the latest research, insights, and trends,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d64bb768-d071-4aa0-ae2f-45aaebe1bf57 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Enhancing security and scalability by ai/ml workload optimization in the cloud,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d709654-3fcc-4609-8f29-8950df6daced · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A Grading Rubric for AI Safety Frameworks
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b7c81ad-5b12-4e7b-8545-2ac328f0991c · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d98ec79-afb2-4b6d-93cc-3883821e0c43 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms IsolateGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5eb94e4d-d03a-4fac-bca5-79966ea91d79 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Agentic ai: Autonomous intelligence for complex goals–a comprehensive survey,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8ea48ba4-f168-44f7-8593-120ac5269e44 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Advancing the safety, performance, and adaptability of large language models: Re- view of fine-tuning and guardrails,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 215323b5-c3d0-48fa-ae43-bf1aaf11b527 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Design Patterns for Securing LLM Agents against Prompt Injections
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e727e859-5b44-42a1-a096-2d67a36674f6 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A quantitative security evaluation and analysis model for web appli- cations based on owasp application security verification standard,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 03799863-5743-47a7-bba8-f049e08e8b7d · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Comparative evaluation of approaches & tools for effective security testing of web applications,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4f12fa9-52f5-4ae7-8c12-95f7c97d4b19 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Swiss cheese model for ai safety: A taxonomy and reference architecture for multi-layered guardrails of foundation model based agents,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e010e163-ad4e-46d5-95a9-e8fa5ee684f7 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Research on webassembly runtimes: A survey,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6057064e-66e9-4737-abe8-02ba96b82a12 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 054220b3-4b1b-47d9-9683-c6c3b325b51b · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Trism for agentic ai: A review of trust, risk, and security management in llm-based agentic multi-agent systems,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ec2462a-ab02-4cee-9649-e1bad9a4f131 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Building A Secure Agentic AI Application Leveraging A2A Protocol
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84d5ed24-76a1-4d5a-9d43-344cdd1db70a · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms From recon to report: A multi-agent system to harden software systems,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7c48adc9-3ffd-4292-a53c-bb1250b46ef5 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms An inter-agent communication protocol for remote pro- grammable routers,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2574a20e-7b2b-4f39-ba1a-36352df1466d · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a1df70c-884c-44d5-98bf-d6d81e9a324c · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 940d9845-b842-49df-932c-53f3b6daa02f · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Exploring applicability of llm-powered autonomous agents to solve real-life problems: Microsoft entra id administration agent (mean),
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85d1fa9d-c139-4e54-82c6-e5113aeb8fd4 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Ai agents and business workflow,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9eba2bda-8ca7-486d-b221-d6e3fdc88e6a · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms MARCO: Multi-Agent Real-time Chat Orchestration
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e3ef5ece-ebb2-4a03-b752-2053ca8b8342 · outbound
Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 924101e4-0ab0-4a3a-9abd-6f8b927b4c61 · inbound
Security Considerations for Multi-agent Systems Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea9ee587-932a-4b72-8c3a-0561cc5184bd · inbound
MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2c16454-fe69-4978-a19e-ee75efcac0f0 · inbound
Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4860675-e085-447a-9f07-a689cd75cd1f · inbound
When the Manual Lies: A Realistic Benchmark to Evaluate MCP Poisoning Attacks for LLM Agents Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.