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Paper Citation Record · LEDGER

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

As of 18 August 2026, this Paper Citation Record lists 100 of 169 outbound references and 14 inbound Pith citation observations for arXiv:2506.23844.

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

pith.paper-citation-record.v1
2506.23844 v1

Coverage vector

measured 100 of 169 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:34:45.025473Z

measured 114 of 114 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.507862Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

100 of 169 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved90
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6eeb3704-47b8-4281-811a-c9d9d2c7e51f · outbound

This paper cites AI agents vs. agentic AI: A conceptual taxonomy, applications and challenge,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AI agents vs. agentic AI: A conceptual taxonomy, applications and challenge,

Reference 1

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source=pdf_text observed=2026-08-06T21:34:38.557275Z digest=sha256:b3d59dddd48cecc901572c092051c542adcbd69a66b0d928a07cd53c388efa7e

Observation 2e603862-59e6-43c2-aebd-d2e39fc77603 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 2

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source=pdf_text observed=2026-08-06T21:34:38.623175Z digest=sha256:1b4e90dc400e3ba77a6d388d112cada9316cd31a4b3edf4e53b5e783c067e586

Observation e834dbcd-986a-4867-b7e2-0ed5f569c16a · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents On the Opportunities and Risks of Foundation Models

Reference 3

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source=pdf_text observed=2026-08-06T21:34:38.701289Z digest=sha256:37cad80709cefe6f00ae4dd6a9dbc02f3f96ecf407c9edcc0e7defa19ff47acc

Observation 2e6f2507-0caa-4342-8004-93f63fe9c509 · outbound

This paper cites GPT-4 Technical Report.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents GPT-4 Technical Report

Reference 4

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source=pdf_text observed=2026-08-06T21:34:38.780461Z digest=sha256:b7db8805ba8b3403370746c00557ef8b846487e5a64f4c8c1c5fa29a35ec193e

Observation abb029f8-8b2b-4e05-bed7-a8c89db01836 · outbound

This paper cites The Llama 3 Herd of Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Llama 3 Herd of Models

Reference 5

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source=pdf_text observed=2026-08-06T21:34:38.849175Z digest=sha256:eb96a549dcdd26b1755d9ec0f078459ebddfe345690bde8d900c25d576b966d9

Observation e7883aee-4a51-42f8-8012-518524869186 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents React: Synergizing reasoning and acting in language models,

Reference 6

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source=pdf_text observed=2026-08-06T21:34:38.925865Z digest=sha256:ea7eb2fb66636ff31bb8e80e2db55aff0a9dec5bce3824e6a8164fee7502fe79

Observation dad2ead9-5940-461e-a1d2-38722464a5ce · outbound

This paper cites Tool- former: Language models can teach themselves to use tools,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Tool- former: Language models can teach themselves to use tools,

Reference 7

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source=pdf_text observed=2026-08-06T21:34:39.006117Z digest=sha256:2313aa227c87ea61deddc7cbdb8237691941b1570087dfb75c13791ca44f4d94

Observation ecb99e3d-37b8-4420-b4ff-5a0cc0ce9e85 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents WebGPT: Browser-assisted question-answering with human feedback

Reference 8

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source=pdf_text observed=2026-08-06T21:34:39.093898Z digest=sha256:bfc748bda9b339b1854cd82748a3664931381dadbab9907b94a05785019c28c9

Observation 27832121-fb5b-4432-a2bd-475c1b4f1055 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 9

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source=pdf_text observed=2026-08-06T21:34:39.161124Z digest=sha256:736b18444a2cad3eae66388810acb0aaf53b40fc5f71c7c9cabfadb725846924

Observation 087a670e-3cec-4945-b4f7-792fb174b780 · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 10

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source=pdf_text observed=2026-08-06T21:34:39.227221Z digest=sha256:62a9d5f9272a3e845ee7f09a1d5fa1bd02f99a8eed6381b5dac65ba05bf4f594

Observation f14cd851-dca3-4ec3-b21e-3f9e191860d3 · outbound

This paper cites Security of AI Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Security of AI Agents

Reference 11

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source=pdf_text observed=2026-08-06T21:34:39.298616Z digest=sha256:748c4af82eccfe2413462f492086995cfbc3c2639bc7385e101bbeb301ae376b

Observation 1c747047-170c-4dc4-bad8-2a627d409aaf · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 12

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source=pdf_text observed=2026-08-06T21:34:39.369708Z digest=sha256:fa2c4ae84cfd73ea4f6250d7f40a18083bd4d79fd70a0ea92e6ac0d96e112451

Observation 06d94858-2182-40a4-9cce-105f64cb65f9 · outbound

This paper cites Russell and P.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Russell and P

Reference 13

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source=pdf_text observed=2026-08-06T21:34:39.459312Z digest=sha256:802de8fdde376cbcb4f99e937e5e95fb4a13090b75a33803e780d0ce78843b51

Observation fd34a26c-09cb-4949-8b39-11ee4bd26c32 · outbound

This paper cites A comprehensive review of autonomous agents powered by large language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents A comprehensive review of autonomous agents powered by large language models,

Reference 14

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source=pdf_text observed=2026-08-06T21:34:39.538544Z digest=sha256:f774c019e12baa6116e34edd47d4ba09631d3f54315839b3b9683d037b58c0ba

Observation 91404c7b-0159-4abd-88b8-c48212744891 · outbound

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

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents A Survey on Large Language Model based Autonomous Agents

Reference 15

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source=pdf_text observed=2026-08-06T21:34:39.594616Z digest=sha256:87f41b381dfdccc2129f07b4fbb5c3ddca8556465ba26490445b8e4a34f990a8

Observation 5b8b7097-6e55-43f9-b178-8404e3c809b6 · outbound

This paper cites Large language model agent: A survey on methodology, applications and challenges,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Large language model agent: A survey on methodology, applications and challenges,

Reference 16

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source=pdf_text observed=2026-08-06T21:34:39.658799Z digest=sha256:ae1a2cb0c152d0550901e2927184fa3f0ec89316e7f494ee08baff3500695593

Observation 2d4590b4-5384-4a3f-a762-c947903a5961 · outbound

This paper cites Managing Extreme AI Risks Amid Rapid Progress,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Managing Extreme AI Risks Amid Rapid Progress,

Reference 18

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source=pdf_text observed=2026-08-06T21:34:39.828186Z digest=sha256:93a4af33831106e1e8828b37a5b2c60e3a70e2885ee81a3fd78b1e69465bfd35

Observation 00255d8c-58e8-4a13-a7af-e012feafece5 · outbound

This paper cites Intelligence explosion: Evi- dence and import,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Intelligence explosion: Evi- dence and import,

Reference 19

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source=pdf_text observed=2026-08-06T21:34:39.911481Z digest=sha256:1765274a9eb421723f56aa07ef30895a6bd48b2c3a04ee8d9116a3bb0fb0c7e9

Observation 0f759ec0-29d6-49a6-92ac-2de28f35b40b · outbound

This paper cites The basic ai drives,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The basic ai drives,

Reference 20

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source=pdf_text observed=2026-08-06T21:34:39.977939Z digest=sha256:31d8150f074af251d1c6b773f01acbf4560d1e8a554ed4cb281675a8c1db7c95

Observation 6e4f2dc1-ae3a-4d51-819b-a562338971c1 · outbound

This paper cites Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?

Reference 21

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source=pdf_text observed=2026-08-06T21:34:40.081690Z digest=sha256:2d73360bde9101a79b3113d3c173ade20ff1deaed07c8f403fd11043b04c7b9a

Observation 03136766-48f2-497b-b624-74be998cbbde · outbound

This paper cites International Scientific Report on the Safety of Advanced AI (Interim Report).

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents International Scientific Report on the Safety of Advanced AI (Interim Report)

Reference 22

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source=pdf_text observed=2026-08-06T21:34:40.175733Z digest=sha256:19915553755076b0daed9c8156bdf814f30f9492fab165818f8754d4741bad5e

Observation 8b8cbb28-9cb1-4e77-be1a-cf6550e816bd · outbound

This paper cites Human-artificial in- teraction in the age of agentic ai: a system-theoretical approach,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Human-artificial in- teraction in the age of agentic ai: a system-theoretical approach,

Reference 23

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source=pdf_text observed=2026-08-06T21:34:40.262576Z digest=sha256:994af7fbc1c43548dced39608710311c73457435f6776c7519bb4bc85813f415

Observation 4f37e41e-8222-40f6-b40a-584f6b3b09c6 · outbound

This paper cites Agent foundations for aligning machine intelligence with human interests: a technical research agenda,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Agent foundations for aligning machine intelligence with human interests: a technical research agenda,

Reference 24

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source=pdf_text observed=2026-08-06T21:34:40.353642Z digest=sha256:f424dee9c311fa1e4610cfeb202bdc4f74a0702f70d596bf1b25c6000da19fbf

Observation 5f4ecb32-0cc7-4968-ba6b-2d35d5ec0ff1 · outbound

This paper cites Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Reference 25

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source=pdf_text observed=2026-08-06T21:34:40.436061Z digest=sha256:f28cc8718e62192afe49857e337b6c9e1b6e1a6556c01120d9c638ae5d90a8a3

Observation 64d71958-ee2e-4f26-b1bb-ca5535f760d4 · outbound

This paper cites AI agent security: Emerging threats and defense paradigms,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AI agent security: Emerging threats and defense paradigms,

Reference 26

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source=pdf_text observed=2026-08-06T21:34:40.522064Z digest=sha256:5ac97fcd82b8aca1c375d8a6366de6ffe4edc1be7731dcd0a1de74339f38f690

Observation 1c882dd1-6f23-471b-836c-71330cbf59dd · outbound

This paper cites AdvLM: Visual adversarial attacks on autonomous driving vision-language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AdvLM: Visual adversarial attacks on autonomous driving vision-language models,

Reference 27

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source=pdf_text observed=2026-08-06T21:34:40.589837Z digest=sha256:2cbd3401987aea3f0e7d09d5e1599ba37d8314bef3228caec37147ecba62e80d

Observation 8674ac8d-2cdd-43ec-b332-a80abb8dfd35 · outbound

This paper cites Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents

Reference 28

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source=pdf_text observed=2026-08-06T21:34:40.687619Z digest=sha256:71a03e6d0e89269d8a360380b02548a300fe7e217bb50df8c6df34b40eb47cf9

Observation 2272082c-a451-4bf2-ae4a-16ba984047d5 · outbound

This paper cites ASB: A security bench- mark for LLM-based autonomous agents,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents ASB: A security bench- mark for LLM-based autonomous agents,

Reference 29

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source=pdf_text observed=2026-08-06T21:34:40.745087Z digest=sha256:1903e2dbf73ee98c5e9acb0fcccd93ab337253478df8c3bab176cd30697d2765

Observation 38da46af-33d6-4c90-9f1c-191963725db3 · outbound

This paper cites Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification

Reference 30

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source=pdf_text observed=2026-08-06T21:34:40.846006Z digest=sha256:47854a0d229163cd8afdea4b8b9e3aa457d9ecde4d34edd979bbf40a6df3f320

Observation 32d3bc86-65ec-468a-9044-f6e34df00996 · outbound

This paper cites TrustAgent: Towards safe and trustworthy LLM-based agents,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents TrustAgent: Towards safe and trustworthy LLM-based agents,

Reference 31

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source=pdf_text observed=2026-08-06T21:34:40.920603Z digest=sha256:23b94be2449b7bc19e58663599d7230c576ef8a90d4f132bb84abbeb935ce5e8

Observation 428af265-4750-4626-988a-3b99fc665b03 · outbound

This paper cites A Survey on Trustworthy LLM Agents: Threats and Countermeasures.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 32

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source=pdf_text observed=2026-08-06T21:34:40.994120Z digest=sha256:53b46ed79b31cb77d9ad1562c01cb855c9141d7df121b782637d9285e37220fc

Observation 26006061-4145-4732-9dd9-8613a9c4af73 · outbound

This paper cites Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks

Reference 33

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source=pdf_text observed=2026-08-06T21:34:41.058806Z digest=sha256:f3cfc06dfe99db6aea5476e11275a95c56d884d68699e3fc81136686f8a8b5c2

Observation 22d115e0-8aca-4c8c-bb73-4c8cc98bfe99 · outbound

This paper cites The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections

Reference 34

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source=pdf_text observed=2026-08-06T21:34:41.144903Z digest=sha256:eeaada0a4691f23773b3e472ef12c1c7d04e3692eaf76b1cf14880d48d28a932

Observation 81654916-8d80-4015-9ae5-5f06c436e780 · outbound

This paper cites Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents

Reference 35

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source=pdf_text observed=2026-08-06T21:34:41.202535Z digest=sha256:d2763e83b78af1353a5de5c90f6bdb1c5046ec2a34520adb26f13bc26c141e69

Observation 8a2d8925-c878-4c34-add3-807a6e124bd9 · outbound

This paper cites Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 36

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source=pdf_text observed=2026-08-06T21:34:41.287590Z digest=sha256:4735b36759f8bdfe0a3931a7c5b38e7f7b05ed364f43b3d175d03547e1c41d18

Observation 264fee2f-c180-46c9-9f0c-de7b6b451ea7 · outbound

This paper cites MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments

Reference 37

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source=pdf_text observed=2026-08-06T21:34:41.371201Z digest=sha256:b173c14c6424df9ffb6dfd91f0cf753f3592a81b3f79c7aad6ffbd84b9f7539a

Observation f3712925-f4d9-409d-bac9-bcbdba263b5d · outbound

This paper cites Ultrafast Heating Induced Suppression of $d$-band Dominance in the Electronic Excitation Spectrum of Cuprum.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Ultrafast Heating Induced Suppression of $d$-band Dominance in the Electronic Excitation Spectrum of Cuprum

Reference 38

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Observation 909901f2-88d7-4faf-95bb-c12875a4b8e7 · outbound

This paper cites Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions

Reference 39

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Observation 69267f17-4138-4585-856b-e550a0694b7c · outbound

This paper cites AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents

Reference 40

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Observation a7f02b92-2c31-43f7-afec-5de2bedf923e · outbound

This paper cites Towards Action Hijacking of Large Language Model-based Agent.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Towards Action Hijacking of Large Language Model-based Agent

Reference 41

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source=pdf_text observed=2026-08-06T21:34:41.624343Z digest=sha256:45079bdf5fde9845fca91c7be4bca35f4cd71d2d72d8175ff52dad69788134c0

Observation 4c8c80be-8613-4fde-9bec-2ca2ac4bac74 · outbound

This paper cites AgentPoison: Red-teaming LLM agents via poisoning memory or knowledge bases,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AgentPoison: Red-teaming LLM agents via poisoning memory or knowledge bases,

Reference 42

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source=pdf_text observed=2026-08-06T21:34:41.684835Z digest=sha256:16aaa573b063499271c9d18edab19c2520411652e76266ecbe74722608ab534a

Observation 9a2eae23-549a-430d-b7df-d6d9e4fe4acd · outbound

This paper cites In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Reference 43

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source=pdf_text observed=2026-08-06T21:34:41.770109Z digest=sha256:4f734569aae8f6ba867d6b20a380d693dce11fb1ee986be6a484ef1b5bd000e0

Observation aec03e9e-5784-4527-b871-ad6e804718e9 · outbound

This paper cites From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions

Reference 44

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source=pdf_text observed=2026-08-06T21:34:41.861450Z digest=sha256:04ef2c2f8d95ae126d9dcb60571edd78929a0850e5ea89650b00c5eeabcb112b

Observation 977157d7-6733-404b-a42b-9b8d4999528b · outbound

This paper cites Technical Risks of (Lethal) Autonomous Weapons Systems.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Technical Risks of (Lethal) Autonomous Weapons Systems

Reference 45

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:41.921447Z digest=sha256:2718a40da006e70bf8cac5464673608275f5b038af08859b19159d831fd191a8

Observation d6ff52e3-31a5-41b4-a8b4-7093e0f8171a · outbound

This paper cites Tool-induced misalign- ment in llm agents: A causal analysis,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Tool-induced misalign- ment in llm agents: A causal analysis,

Reference 47

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source=pdf_text observed=2026-08-06T21:34:42.053425Z digest=sha256:26e53fe7f6bd7448539a31ca6a23aca5fe51f06447ec119ed54f1a4686993f2f

Observation 2ffc464b-6cfb-47e6-8e5f-229f9f9395d4 · outbound

This paper cites Safeguarding AI Agents: Developing and Analyzing Safety Architectures.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Safeguarding AI Agents: Developing and Analyzing Safety Architectures

Reference 48

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:42.123271Z digest=sha256:7f46f6724e8fd044d8b03bbabe867dffdd53bf9d8fedc5447db45c46fa0818e8

Observation 29298ee2-e3a7-44b3-9c7b-e70d1bd4b67c · outbound

This paper cites Levels of AGI for op- erationalizing progress on the path to AGI,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Levels of AGI for op- erationalizing progress on the path to AGI,

Reference 49

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source=pdf_text observed=2026-08-06T21:34:42.209958Z digest=sha256:8cff1975e43aafee122d2e8dbf5fda5e5d2859a59e33c8a3ff88f80edf9e823f

Observation 619a597c-02df-43ea-a70a-4c93ceebadf8 · outbound

This paper cites Measuring AI agent autonomy: Towards a scalable approach with code inspection.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Measuring AI agent autonomy: Towards a scalable approach with code inspection

Reference 50

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source=pdf_text observed=2026-08-06T21:34:42.272852Z digest=sha256:95f02ac4ce3fad7e8e7325ae03ffee3a67eed9c14102ff681541104730ec6ab1

Observation 3c2ceb45-0575-4099-ac6b-03b1804c430e · outbound

This paper cites Levels of autonomy: Liability in the age of AI agents,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Levels of autonomy: Liability in the age of AI agents,

Reference 51

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source=pdf_text observed=2026-08-06T21:34:42.329388Z digest=sha256:7ecbdcc4302b14a9bceb3055ee1c78fd72f35806c32ed9725a1c908e53d2d019

Observation f436436a-a890-4535-bc56-111238c22b25 · outbound

This paper cites Unveiling Privacy Risks in LLM Agent Memory.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Unveiling Privacy Risks in LLM Agent Memory

Reference 52

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source=pdf_text observed=2026-08-06T21:34:42.378224Z digest=sha256:de8c936e8271bf8249dc8238d9f2fefe0a8851f07e3fe955de8b4e9c5c2748eb

Observation 60961e07-f761-4580-b2ac-070efa9d2d47 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 53

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source=pdf_text observed=2026-08-06T21:34:42.446970Z digest=sha256:138733faaacb9f58bc7f6691ed962a7412a131a8925c159141e233a45fb9f610

Observation 77b7a001-5b84-4a5b-bfbe-4cffdec567e6 · outbound

This paper cites Tptu: Task planning and tool usage of large language model-based ai agents,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Tptu: Task planning and tool usage of large language model-based ai agents,

Reference 54

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source=pdf_text observed=2026-08-06T21:34:42.500609Z digest=sha256:baf1529c5710cfd0788480b98ffd5f38019fbbe7cc760ce545bea7460d650cd0

Observation 0df2bb78-542a-48c7-8c08-7df559393247 · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents ChemCrow: Augmenting large-language models with chemistry tools

Reference 55

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source=pdf_text observed=2026-08-06T21:34:42.547508Z digest=sha256:aa797bfbca1f4bca9e1371a9e648d87cc98d3ef4f261a4d51d28e950cfbcd3c6

Observation e747835f-9c20-4258-a197-52fddc4b279c · outbound

This paper cites Dwim: Towards tool-aware visual reasoning via discrepancy-aware workflow generation & instruct-masking tuning,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Dwim: Towards tool-aware visual reasoning via discrepancy-aware workflow generation & instruct-masking tuning,

Reference 56

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:42.623375Z digest=sha256:833688ca7adac0ead2915e0ec7a9c00e57183402f15e72ede409b6b8d2a8f3dc

Observation 69e25ffc-54ad-4ef8-b964-6658e1d7f3e8 · outbound

This paper cites Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

Reference 57

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source=pdf_text observed=2026-08-06T21:34:42.695008Z digest=sha256:c79bcc4827d4892648d8924503eb612251485f2a8d3fb4b62d7b8de56d8ab3cd

Observation ae2c4d77-18e2-46e6-b375-3b55ec4a6cc0 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 58

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source=pdf_text observed=2026-08-06T21:34:42.699357Z digest=sha256:6d1875530bc94b77c8b92967ff2855507f659dfdaba9925c5ff25cb17110b633

Observation 6df1a124-9a9b-42dc-b862-40087227c7d5 · outbound

This paper cites On the complexity of Dominating Set for graphs with fixed diameter.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents On the complexity of Dominating Set for graphs with fixed diameter

Reference 59

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source=pdf_text observed=2026-08-06T21:34:42.752161Z digest=sha256:f346897cbdbbc1bfbbb846c1c029a233d6eee63340cb0cf40521c6005c30d136

Observation 50f4deff-09c4-4ce8-ba09-7bae97978e6c · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 60

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source=pdf_text observed=2026-08-06T21:34:42.876489Z digest=sha256:a614dc65c6b7a7289112642266e1bc4ab94d34edae88a193de157e2dd96e39cd

Observation 7f3f3852-5890-4fc9-99a1-908c282ba66d · outbound

This paper cites Auto-gpt: An experimental open-source attempt to make gpt-4 fully autonomous,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Auto-gpt: An experimental open-source attempt to make gpt-4 fully autonomous,

Reference 61

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source=pdf_text observed=2026-08-06T21:34:42.947013Z digest=sha256:d00886147a0c17f77d4103627f39fb68c1b44cba0dd9439af9c1c06303caf86f

Observation f04a2f7a-a352-4ca1-a4e8-c55a9bf2660a · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learn- ing,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Reflexion: Language agents with verbal reinforcement learn- ing,

Reference 62

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source=pdf_text observed=2026-08-06T21:34:43.057797Z digest=sha256:e14e6cfddc306cc74ae841342c317157be0b2eb699efc2a123090b02cb23c04e

Observation 3a2891e2-f166-4077-8bd3-83e246021fb5 · outbound

This paper cites Current fluctuations in stochastically resetting particle systems.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Current fluctuations in stochastically resetting particle systems

Reference 63

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source=pdf_text observed=2026-08-06T21:34:43.166912Z digest=sha256:af5142ca94e47b0d6b73bdae2c5a54502abe1e3f97b1271b206a2c9fb695dce4

Observation a47370c5-854e-4379-a5cf-9a2041e6805e · outbound

This paper cites Reinforcement learning with learned world models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Reinforcement learning with learned world models,

Reference 64

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source=pdf_text observed=2026-08-06T21:34:43.309916Z digest=sha256:f02bebcc4a162b6d6c056358da566f2aa87e4b53dc3d5b228bd0e87e4d1f1e4b

Observation 2886ba4e-4b26-4c23-9e6d-9009e89c1bc4 · outbound

This paper cites Agi ruin: A list of lethalities,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Agi ruin: A list of lethalities,

Reference 65

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source=pdf_text observed=2026-08-06T21:34:43.419080Z digest=sha256:43bde9fa84918177311f8f6cc9118009a1c646318990e812fa1082792c6be9ff

Observation 8c9b73a3-6fbb-4e44-aa90-8ace8707679d · outbound

This paper cites Deep reinforcement learning from human preferences,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Deep reinforcement learning from human preferences,

Reference 66

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source=pdf_text observed=2026-08-06T21:34:43.505711Z digest=sha256:dd862b9615b7c0147fcb77fc788a03572f2aaf45f168af0b116241dbb650cf1b

Observation e5d4f524-359c-4948-a729-9195ce0ab1da · outbound

This paper cites Refusal-Trained LLMs Are Easily Jailbroken As Browser Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Refusal-Trained LLMs Are Easily Jailbroken As Browser Agents

Reference 67

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source=pdf_text observed=2026-08-06T21:34:43.602465Z digest=sha256:6961548c2b2a5f510fa78241bd020a3df7e61e8ef4450e4d5c92b0e34e6b9854

Observation 8c0ea063-b65e-4718-9e90-195ddb4cd025 · outbound

This paper cites R-Judge: Benchmarking Safety Risk Awareness for LLM Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents

Reference 68

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source=pdf_text observed=2026-08-06T21:34:43.710691Z digest=sha256:72afeb09d02bf8506d87274f476041e8a53eed19c3d75ab5ef518d93698add86

Observation 0be2d40a-9cd3-46f0-af53-a26bd9d8feb7 · outbound

This paper cites The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

Reference 69

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source=pdf_text observed=2026-08-06T21:34:43.819324Z digest=sha256:fb3476d5a3d6bcf38e9f13ce386021af0d221ecf6455b74877b2074130cd8ee7

Observation 403ee0da-d620-44bd-9964-1f59e2872e81 · outbound

This paper cites AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models

Reference 70

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source=pdf_text observed=2026-08-06T21:34:43.923032Z digest=sha256:76226859200ca6d246ac481f40d1a319b88f776d3a4a46af5b27b077f5baaa8f

Observation 46dfa291-4d68-4715-830c-48ff9b9dfb43 · outbound

This paper cites Medical hallucinations in foundation models and their impact on healthcare,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Medical hallucinations in foundation models and their impact on healthcare,

Reference 71

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source=pdf_text observed=2026-08-06T21:34:43.947115Z digest=sha256:54d0df924cedf7b88385181c97cf270180f73e94e9914a61eb97464e2e041c3e

Observation 94da9eb3-4849-4793-a8c4-bba794d1800b · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Fine-Tuning Language Models from Human Preferences

Reference 72

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source=pdf_text observed=2026-08-06T21:34:43.950381Z digest=sha256:34fc74c8075d49deec32f78127b2c908c3426fe47493e011241a69ae077f2cda

Observation 22227846-4b94-472e-9aaa-14955f0ba341 · outbound

This paper cites Learning to sum- marize with human feedback,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Learning to sum- marize with human feedback,

Reference 73

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source=pdf_text observed=2026-08-06T21:34:43.953699Z digest=sha256:840adaf2d1a37fb2fcaa82209b4157a9b96db34312015ac4f6f013a39b614347

Observation 319856d1-8632-42c6-a87f-27d88224e601 · outbound

This paper cites Train- ing language models to follow instructions with human feed- back,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Train- ing language models to follow instructions with human feed- back,

Reference 74

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source=pdf_text observed=2026-08-06T21:34:43.956519Z digest=sha256:2158c2b2e17af269e76cd327d339c420577fef72016198858a16db2b78e54fc4

Observation 3e43be03-6e6f-44e1-a570-0017ba183b36 · outbound

This paper cites Demonstrating specification gaming in reasoning models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Demonstrating specification gaming in reasoning models

Reference 75

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source=pdf_text observed=2026-08-06T21:34:43.969499Z digest=sha256:ed4bf98fea07fbb8e4860476971c28845f196a5af80d5e2c2dafdacc728d9a17

Observation e03b3156-ada0-483e-aa53-0714ed4761e2 · outbound

This paper cites The emerged security and privacy of llm agent: A survey with case studies,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The emerged security and privacy of llm agent: A survey with case studies,

Reference 76

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source=pdf_text observed=2026-08-06T21:34:44.029256Z digest=sha256:5152799acbda2d424d2bf351df538c621bbe0820f146d3db681863dccb7c6e43

Observation a369de90-8bb0-45b2-941b-fd13bf90ec1a · outbound

This paper cites Concrete Problems in AI Safety.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Concrete Problems in AI Safety

Reference 77

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Observation ced737db-ed17-4251-9604-b279bb611364 · outbound

This paper cites Empowering Working Memory for Large Language Model Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Empowering Working Memory for Large Language Model Agents

Reference 78

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Observation 50076240-2803-496c-9029-60a500ccd30b · outbound

This paper cites OpenAI red teaming network,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents OpenAI red teaming network,

Reference 79

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source=pdf_text observed=2026-08-06T21:34:44.214415Z digest=sha256:0bf6e12e924c7a521a0cf6522712ca91cfdb190d4da0d3fb87117048c97ff096

Observation 40a447bc-b110-412c-93f2-2de9eace090a · outbound

This paper cites Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models

Reference 80

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local_arxiv, observed 2026-08-06T21:34:46.311852Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:44.299452Z digest=sha256:759512b33065ae403f70bece293681b0efe625185999e64fc96dc150f9d39091

Observation a716f632-1209-46ce-890f-f1457daefe12 · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Ignore Previous Prompt: Attack Techniques For Language Models

Reference 81

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source=pdf_text observed=2026-08-06T21:34:44.358707Z digest=sha256:87bb06c91b97685cbb1cd787423086a4e39c2bb0ec07079a90f4ab2cbf8a8505

Observation 942cee6a-06f6-463d-84d7-e70722eeac6e · outbound

This paper cites A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents

Reference 82

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source=pdf_text observed=2026-08-06T21:34:44.440604Z digest=sha256:139224aa084fa45d99c4c73f9ce8877ff85676e00fc6e061897e211591eeb186

Observation e992e2d9-83e4-4241-bf08-5156052f98c2 · outbound

This paper cites BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Reference 83

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source=pdf_text observed=2026-08-06T21:34:44.473874Z digest=sha256:9fce1bfc8eae1acb2e74b3144dbe3a8985462755b07e3c1babd74340e2a64696

Observation b6165ef7-65b4-4de8-b1d9-7d4abd49654b · outbound

This paper cites Adversarial examples: Attacks and defenses for deep learning,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Adversarial examples: Attacks and defenses for deep learning,

Reference 84

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source=pdf_text observed=2026-08-06T21:34:44.477025Z digest=sha256:68718750563d51c06d3596f935d721c0474bc6895180c518573cf490f99f9774

Observation 8bc7b98b-bd1a-42ad-9fc4-28f57c271cbc · outbound

This paper cites AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Reference 85

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source=pdf_text observed=2026-08-06T21:34:44.480516Z digest=sha256:ac96e5b25843855f4ba87b41bf630f0e2a34e577aa39d17889cba0e3edc9416e

Observation 7bf99a70-466f-4b5c-8d38-fab6e28a104c · outbound

This paper cites Multitrust: A comprehensive benchmark towards trustworthy multimodal large language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Multitrust: A comprehensive benchmark towards trustworthy multimodal large language models,

Reference 86

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source=pdf_text observed=2026-08-06T21:34:44.509344Z digest=sha256:79fb95d5cb2a452f30981c201630b7f476a98b7dd1fad71017f4c3809968b9ff

Observation d2917586-76a8-4720-9df2-5d04ae00cae6 · outbound

This paper cites Sensor attack taxonomy and defense for cyber- physical systems,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Sensor attack taxonomy and defense for cyber- physical systems,

Reference 87

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source=pdf_text observed=2026-08-06T21:34:44.569564Z digest=sha256:acb105538075edcf2d9c879a2c85e6fcf181d3b849112b5bbd020e83da36a184

Observation 8c99aee2-c381-44db-9c51-d704ff5404c7 · outbound

This paper cites Further study on forbidden subgraphs of power graph.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Further study on forbidden subgraphs of power graph

Reference 88

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local_arxiv, observed 2026-08-06T21:34:46.258518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:44.649753Z digest=sha256:c876c0cea489f8468e19e3def77233e563edeece7e39a11fec7984a8674818c5

Observation c24b7468-62b5-4f23-aa44-f9b4b1834f70 · outbound

This paper cites Extracting training data from large language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Extracting training data from large language models,

Reference 89

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source=pdf_text observed=2026-08-06T21:34:44.729192Z digest=sha256:7b3fa952b11ac483e9ef6c41db15def5256ae29cd00563e3ff25c3eae4e5126a

Observation 7611f0cc-4b57-409f-976e-59151ac12009 · outbound

This paper cites Membership inference attacks on sequence-to- sequence models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Membership inference attacks on sequence-to- sequence models,

Reference 90

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source=pdf_text observed=2026-08-06T21:34:44.793227Z digest=sha256:573d2efe3519f143b8c23b6ac6b2db5782962a852a58b0bae93ecec63124ef20

Observation 03c648da-9a86-414b-9a8f-03afa0072b18 · outbound

This paper cites The surprising effectiveness of latent world models for continual reinforcement learning,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The surprising effectiveness of latent world models for continual reinforcement learning,

Reference 91

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source=pdf_text observed=2026-08-06T21:34:44.866752Z digest=sha256:6cd10f744dbc61dd09b0ab8dc9d32c86d78202953ba5a397f48f710e3f241e67

Observation d69e9233-7125-4b01-9827-13211e949a04 · outbound

This paper cites Instruction Tuning with GPT-4.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Instruction Tuning with GPT-4

Reference 92

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source=pdf_text observed=2026-08-06T21:34:44.946924Z digest=sha256:1387aa5cb365d2e889c8e59f73433b494e72753f1c3bea4f08cfcd5cf872307f

Observation 42f08bbf-97f1-4816-906f-6f32ae079bcc · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 93

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source=pdf_text observed=2026-08-06T21:34:44.996658Z digest=sha256:e20547d968a181f22ff7ee86816465b6add234dbab36028734d2a8adeee19acc

Observation e6420e77-da93-44a8-a86f-fddd7885aa52 · outbound

This paper cites TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling

Reference 94

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local_arxiv, observed 2026-08-06T21:34:46.224273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:45.000236Z digest=sha256:8919d99051f4a62c01fefc883b481b436c0e76ddbf4a920972a179f8be61bcbf

Observation e7360748-e040-4c33-bf20-bead452b7b24 · outbound

This paper cites Prompt Injection attack against LLM-integrated Applications.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Prompt Injection attack against LLM-integrated Applications

Reference 95

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source=pdf_text observed=2026-08-06T21:34:45.003279Z digest=sha256:51c40dd9cc0c73d282c7195267121928bc637eab12fbc91c982db731a1a89482

Observation c5957bfe-978e-4e85-881c-bbbb248cb84d · outbound

This paper cites Benchmarking and defending against indirect prompt injection attacks on large language models,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Benchmarking and defending against indirect prompt injection attacks on large language models,

Reference 96

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source=pdf_text observed=2026-08-06T21:34:45.006375Z digest=sha256:d6d5f73396445006233287ea62bffe83529b4950b8c04c1705943c064e94c87d

Observation 3ec1bfe1-174d-4668-82d6-8c0d72bdbeea · outbound

This paper cites Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space

Reference 97

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local_arxiv, observed 2026-08-06T21:34:46.200460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T21:34:45.009316Z digest=sha256:c68b04efe577b5891aee394d0515439c086be1c2cace91beff9e8ac022075f14

Observation 10edd366-0997-456e-a7d8-c44306a1dd7d · outbound

This paper cites Attention tracker: Detecting prompt injection attacks in LLMs,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Attention tracker: Detecting prompt injection attacks in LLMs,

Reference 98

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source=pdf_text observed=2026-08-06T21:34:45.012604Z digest=sha256:ce1b39860b4e8c88d1ff227370d1e86134981be96252a1a87d92a9f15bc235c7

Observation b4282a96-6bb9-4961-b94c-0cb55c1f85d4 · outbound

This paper cites Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs

Reference 99

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source=pdf_text observed=2026-08-06T21:34:45.015831Z digest=sha256:f6010fcd40d263bd109316f0a6f4761ef0f2ff4af142aca2336311db6610d82d

Observation 668ea879-801a-4aa4-8239-dcbbb53a3447 · outbound

This paper cites How robust is google’s bard to adversarial image attacks?.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents How robust is google’s bard to adversarial image attacks?

Reference 100

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source=pdf_text observed=2026-08-06T21:34:45.018828Z digest=sha256:418839867775e40b6c5d14bd1224fd2d81ac07fca493a5a8d9842a5fa05a7b6b

Observation c932d3dd-e9d8-46e4-970b-5a60f47319c6 · outbound

This paper cites Adversarial attacks on multimodal agents,.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Adversarial attacks on multimodal agents,

Reference 101

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source=pdf_text observed=2026-08-06T21:34:45.022044Z digest=sha256:b0edaddb079ae4f672fcea84e38ed9e685824a5ffa3f4cacff0c24da4c89e4e6

Observation 5e70b4dc-5b87-43be-bec4-7686ac9365da · outbound

This paper cites Static neutral black holes in Kalb-Ramond gravity.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Static neutral black holes in Kalb-Ramond gravity

Reference 102

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source=pdf_text observed=2026-08-06T21:34:45.025473Z digest=sha256:038354038bde1d92624ffeb8dd5868f11110ac11865cdb94efa31b33d04bd4ca

Pith citing papers

Observation 6d615243-9779-4637-8288-f93623c453cc · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 130

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source=pdf_text observed=2026-08-07T04:46:04.507862Z digest=sha256:5fd079943200f7d6e16c5013c55c5faaea82444eee7132280170ebe7b081c657

Observation 198721d6-9188-4e9d-8c49-5cbfa1f872b3 · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 84

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source=pdf_text observed=2026-08-05T16:20:59.375929Z digest=sha256:887ad2a97cf66fb6d453c3cf07833352564e116c2f8b8638d5928dd19b05b2df

Observation 76dcc5d5-da65-4bcc-b2a4-18d5d6f85307 · inbound

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability cites this paper.

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 2025

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source=pdf_text observed=2026-08-03T05:16:36.777650Z digest=sha256:fcc3a0b394960bd63122c7c7156cdf0bdc8765dba2f92bec49eb0153eec29fab

Observation fa963aa1-030b-4ef8-8c35-0caa6ebf4845 · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 84

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arxiv_id, observed 2026-05-09T21:38:30.745446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-09T17:13:47.722098Z digest=sha256:258238f44363680a0bd1a83500cad23459c3044a2b7bf9fc1d2535c9755cfcb7

Observation 99c944da-b795-4d7a-b5cf-0e7df443db51 · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 83

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arxiv_id, observed 2026-05-19T17:32:41.256434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T17:30:22.481943Z digest=sha256:76344c4e786192a2f43b84604196684720dd33a83bef0228173881acc3736757

Observation 69c97b4e-13d7-4f7e-a6fc-2838e9f710b9 · inbound

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents cites this paper.

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 27

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arxiv_id, observed 2026-05-20T10:53:13.292678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-20T10:51:19.555985Z digest=sha256:46851b2c5eed02c3d6dd36360f7d7df29cd273dde0f831a6fa8640a1cda58a09

Observation cfccb24e-48fd-4179-881f-b2f6be633756 · inbound

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety cites this paper.

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 79

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arxiv_id, observed 2026-05-22T05:51:07.870483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T05:50:28.114140Z digest=sha256:f78ffbf27e83cc6af25b0e956e3e81ec3598b66b81e690859ddc8f6838ec2e06

Observation 006ca104-d0c7-4469-9126-3673c4dd0f86 · inbound

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety cites this paper.

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 79

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arxiv_id, observed 2026-05-25T06:06:42.923114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-25T06:05:27.736494Z digest=sha256:6be644f19abe260cdb6564706cc7ba8ad80ed1e6b426d75ae29b0a726039a1d1

Observation a5112819-29d0-4716-a6ba-1b1731cd6ac5 · inbound

Security, Privacy, and Ethical Risks in OpenClaw cites this paper.

Security, Privacy, and Ethical Risks in OpenClaw A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 5

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arxiv_id, observed 2026-05-25T04:26:37.732685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-25T04:25:49.102385Z digest=sha256:988f5c415f79f0139ebdc8a474923e5a1e1a768a57e53aa1c68508e398a5296e

Observation 0f516829-59bb-4286-b29b-ed24ae91203b · inbound

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

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 163

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arxiv_id, observed 2026-06-27T13:20:56.839599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T12:55:22.831264Z digest=sha256:72f4995f749ffc907b8c45288eb05dcabee926c35edd60457dc3f3846c331947

Observation 7c9986a8-daa3-41cb-ad0a-a8ae03215b34 · inbound

Safeguarding LLM Agents from Misalignment through Provenance Analysis cites this paper.

Safeguarding LLM Agents from Misalignment through Provenance Analysis A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 36

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arxiv_id, observed 2026-07-04T01:29:22.014001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-04T01:26:25.858521Z digest=sha256:3a405aa412e9bb5db77e1bb2543bfa90f966be641a252233b1ea9c25bf750916

Observation 230e8562-811b-4a14-9e38-05fd0b5e3836 · inbound

SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing cites this paper.

SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 25

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no resolver link, observed 2026-08-02T04:49:08.830507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T04:49:08.830507Z digest=sha256:402b49b9274ecf2ee1d6bba3ee3c6a72a4a718f19968a81559d899fb46204afc

Observation be1d85a4-5975-489e-9f0b-6517f3b994b3 · inbound

PlanFlip: Attacking Multi-Agent LLM Systems via Planning-Phase Prompt Injection cites this paper.

PlanFlip: Attacking Multi-Agent LLM Systems via Planning-Phase Prompt Injection A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 33

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no resolver link, observed 2026-08-02T15:17:29.469563Z

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source=arxiv_source observed=2026-08-02T15:17:29.469563Z digest=sha256:4c7488e5b05595c9a8116059e2f12512d41cef607e3a9ef2e3d08105d412fab6

Observation ec008fe7-5924-4d3d-8983-ec8e088c102e · inbound

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions cites this paper.

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents

Reference 17

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no resolver link, observed 2026-08-06T20:27:08.543275Z

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source=pdf_text observed=2026-08-06T20:27:08.543275Z digest=sha256:dea07953617c93f9bfbfab22772f898c451e00de757ab9fc4ba1862ec6dbb060