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Paper Citation Record · LEDGER

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

As of 22 August 2026, this Paper Citation Record lists 100 of 299 outbound references and 27 inbound Pith citation observations for arXiv:2411.09523.

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

pith.paper-citation-record.v1
2411.09523 v1

Coverage vector

measured 100 of 299 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:36:01.757032Z

measured 127 of 127 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:55:40.159921Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

100 of 299 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

8
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 040f81c2-05bb-478e-80a7-c9bb00ccdf92 · outbound

This paper cites E2B Sandbox.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents E2B Sandbox

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T20:36:01.256121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.256121Z digest=sha256:2a23c29312646247768da3fbefb8fbc11751659ad30caea9dacfaf4544dcb454

Observation 71d833e3-8070-4fab-93ae-5d6bd3a61c9c · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-12T20:36:01.262176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.262176Z digest=sha256:80675e0cdfa763be1be0ba7b63d75430786feeac5b15240a3f77154753fba539

Observation 329e3c64-208b-4768-94b2-d209552f9bce · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T20:36:01.267378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.267378Z digest=sha256:c8bac71caf51ac1aad8d1c7e20a362d971df04ddbc80136270f833fc84117fcf

Observation 27b04a8c-8aa5-4bec-9b30-96a109c8ee94 · outbound

This paper cites Who we are.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Who we are

Reference 4

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no resolver link, observed 2026-08-12T20:36:01.273026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.273026Z digest=sha256:8025e364c62d56cf00e37bed23b07a01f11307b0875ff8e63814c630fb1c5e25

Observation 2b963028-4430-4846-8763-579eb2120d1e · outbound

This paper cites Get my drift? Catching LLM Task Drift with Activation Deltas.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Get my drift? Catching LLM Task Drift with Activation Deltas

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T20:36:01.278972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.278972Z digest=sha256:0c4e2e639f56c9fee9698ae09923a103d240270c2b5be1ab4776814ce840f28e

Observation 6f45929c-2b05-4445-ad30-75f55f9e8f18 · outbound

This paper cites Prompt Leakage effect and defense strategies for multi-turn LLM interactions.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Prompt Leakage effect and defense strategies for multi-turn LLM interactions

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T20:36:01.284554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.284554Z digest=sha256:90ab7b126a544c86ff06041b86dc0d5c18bf8bd0168b4788e312aadb9f5b62b2

Observation 8d5eda9d-273d-40e3-98e5-cee4fce8f9d6 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-12T20:36:01.290166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.290166Z digest=sha256:53304770432c8feba03af5d0ff658c862a6d8756b899e3035bbf491e7a62047a

Observation 1c402832-adad-470b-97bc-6d706a65ce80 · outbound

This paper cites TrojanPuzzle: Covertly Poisoning Code-Suggestion Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents TrojanPuzzle: Covertly Poisoning Code-Suggestion Models

Reference 8

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no resolver link, observed 2026-08-12T20:36:01.295107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.295107Z digest=sha256:e7bc87e30c9435e5b554b9d39f49f11b96a74e76fc927953699a04744affc821

Observation b168a3b9-299e-4196-812b-8650cda29a0b · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 9

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no resolver link, observed 2026-08-12T20:36:01.300441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.300441Z digest=sha256:11123484728b525e2c49da323f9603f74d9cddb50766fac9e5188625ad20b88b

Observation 58b2216c-0a25-4253-869d-5b54cabdc293 · outbound

This paper cites Detecting Language Model Attacks with Perplexity.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Detecting Language Model Attacks with Perplexity

Reference 10

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no resolver link, observed 2026-08-12T20:36:01.305914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.305914Z digest=sha256:3d7f7d616fca4ab597ddf2e673dd607a7495de6d4ace8e444b95a6410e852353

Observation 0286153b-aabe-4bbb-94a8-715d6fa311c1 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-12T20:36:01.311441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.311441Z digest=sha256:682c9e4b861a9c63d4853ea4ddb19accc0bb72267dc52cb9bf510ce818365f88

Observation a83a29bf-d578-41fe-abd7-600a695ea856 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-12T20:36:01.316363Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.316363Z digest=sha256:c105d3bc57b7530aad4f0c464aa1db16de0bd0bd9f31d5a77617fb438ec40173

Observation 7bae1763-c931-413f-ac5b-29e70977b769 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-12T20:36:01.321644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.321644Z digest=sha256:3165a86675f308883dd4832de1c0b89c84f99dc3fdffc2f7d131ef73882245c7

Observation 5d31a5f3-6fa0-4c95-b016-f73f470e8d27 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-12T20:36:01.326557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.326557Z digest=sha256:0b30755eb65d1488c53baef0536219a9fa5d5adb1c5d538d2a91ae7dcd7a65e3

Observation 97b040cc-d002-49f4-a73e-0ee1b6e5dd1e · outbound

This paper cites Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures

Reference 15

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no resolver link, observed 2026-08-12T20:36:01.331230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.331230Z digest=sha256:d8af5e0eba17753d0256e5da870847446110499221922f0de75cfbbc57e6932e

Observation f3b2c6fd-b25e-413d-936f-b7f0a92a77c3 · outbound

This paper cites AirGapAgent: Protecting Privacy-Conscious Conversational Agents.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents AirGapAgent: Protecting Privacy-Conscious Conversational Agents

Reference 16

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unresolved
no resolver link, observed 2026-08-12T20:36:01.336440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.336440Z digest=sha256:5795a3b67b9a56440449fa529e0991b457a8cb8a28e555cc3d6c52d25e18b34e

Observation b3063d7a-2cb0-44db-8ed8-73b260bf8a65 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 17

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unresolved
no resolver link, observed 2026-08-12T20:36:01.341623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.341623Z digest=sha256:3b2f8df8b962fd46212bb7f799f8f3c74dc86a322a34122a43e88fd540a82893

Observation 68e7e07a-8c3d-4b9b-a0d5-18d43b84c1a8 · outbound

This paper cites Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice

Reference 18

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no resolver link, observed 2026-08-12T20:36:01.346898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.346898Z digest=sha256:57e797067f233db876bcfc94c63fec63426bfcc9d93d1b010f6a8d5937c16e6a

Observation b43d4b95-d232-43b5-9c6a-ebbc9660ff79 · outbound

This paper cites RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models

Reference 19

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no resolver link, observed 2026-08-12T20:36:01.352673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.352673Z digest=sha256:01852b0ca440d62689fb4b5d0da221a4a41ba5fdbc0dd6ee6859a6d141db17b3

Observation 1d2bb8d9-692d-4b0d-977a-c1552a5759c1 · outbound

This paper cites Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment

Reference 20

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no resolver link, observed 2026-08-12T20:36:01.357716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.357716Z digest=sha256:e826c08d29c918857f555514c3991cb6d2cef37353dd1cc32e0d15019fe8ebe0

Observation fa7e5953-6401-4368-ae37-7057ed60a90d · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T20:36:01.362734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.362734Z digest=sha256:045ab9eb16ea5ccdefd55ce35160a6e16e92ee017c98702ea5ecba699093a913

Observation cb21a6f1-0cbd-4110-a851-64c9346d93da · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-12T20:36:01.367401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.367401Z digest=sha256:101edbb745b4067df9b35ca21f614760033b141e5f6c61cd53eeabfecf17f852

Observation aa90ae28-7acb-4cd5-a92e-c2c289992ee6 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.372309Z digest=sha256:8402d44e61dec46266cf97984c58922af26b7c9f0c036a939d2fe5d976d195f3

Observation 3c48d3c5-a0bd-43f5-88bb-9913e419a661 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-12T20:36:01.376958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.376958Z digest=sha256:ae50ddeb6e50606864e94faad708e758b03d30cfe49232b94f7fcd337d9d51c9

Observation 95a86d5f-bcfa-4bee-b72e-4811c55f9e3d · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-12T20:36:01.381683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.381683Z digest=sha256:5a7e55a941d95b0557a8c6a479bd4d301f3ff68032c8ac376b7b6bd9bd04a5ba

Observation 66a2e9c1-5b3e-4446-ae9c-d801caf274ce · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-12T20:36:01.386641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.386641Z digest=sha256:293aa31a0845c3bfb43651334779cc61f4a00441a4ecf92c46eba8ba27eb2fe6

Observation d212ae10-3bc8-49c0-b0c1-9bf65e1dbda5 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.391354Z digest=sha256:c78aec022b85419ced6b0aaaa38ffd104e8f751e3991c56e1242064af50d126e

Observation ec53128e-74bb-40e1-b79f-64a42362b6dd · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-12T20:36:01.396177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.396177Z digest=sha256:c8796d3a61f37826be2119148cb929d1696ea6082dfb94f149b9d86da4e5f8a4

Observation 06d8f7dd-43ed-4018-8392-391d65aff734 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-12T20:36:01.401007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.401007Z digest=sha256:1ba1d9ba94dd7786b9efeb43b1d61a557606fc1063d68d16516f189cdb9f7773

Observation a1c8be9c-f9f1-47dc-9604-d8876371bc36 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-12T20:36:01.406457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.406457Z digest=sha256:5ae51a0a1c9180b70218714c852f8a2cd6de21f8033bbb256acc052c55ae1e53

Observation 0ae020e3-195c-4e36-a3e8-03f2edbe2be1 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-12T20:36:01.411402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.411402Z digest=sha256:4104d419165da629bb586c2a506d5ef434fe60f905416d83187ea1542ec23424

Observation 8d632412-f1e2-4d3a-b436-2be051d4116a · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-12T20:36:01.416327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.416327Z digest=sha256:ab3df8ba510e0a4c3447c5a1264f92098c4624bcfb88060794112889b40f01ff

Observation 1fc02f44-4386-4564-ad03-b5f95ccd046e · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-12T20:36:01.421283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.421283Z digest=sha256:4e23728848baa2cbd342d51224187209509faff91c009697cbf6a92d63a9b81a

Observation a7c42edd-4e3f-4e05-ac01-9baa5d4eefe5 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 34

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unresolved
no resolver link, observed 2026-08-12T20:36:01.426829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.426829Z digest=sha256:61d331ca39fceddd9e090b8ebab73207204b81b74ae638efb4a102d762daf436

Observation 324200b2-0390-47cc-a1a0-5a19ca5ab790 · outbound

This paper cites Stealing Part of a Production Language Model.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Stealing Part of a Production Language Model

Reference 35

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no resolver link, observed 2026-08-12T20:36:01.431273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.431273Z digest=sha256:9037fa03414b02903debe382d59808f72c268c0a599c9df1c2e8f258d21d71df

Observation d021fe96-36c4-4ecd-ba11-3cbf773213e3 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-12T20:36:01.436475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.436475Z digest=sha256:cf2c264ba154dbfbbe7d9d15d4a7b1d38f42af3dbba6a1b9132a028777004e31

Observation 464dc6b1-2de3-4c8d-ab70-5f3ed16d3cd7 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-12T20:36:01.441256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:36:01.441256Z digest=sha256:473df5d3a5cac1eda03619551f8c8835a509b8222def85b2dcbd70f2d60a613e

Observation 5d2ff55d-b147-476c-ac9e-b0b74fcaaac0 · outbound

This paper cites JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 38

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no resolver link, observed 2026-08-12T20:36:01.446079Z

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Observation afb673ba-f064-4493-bc1e-dbb750284b77 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 39

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Observation 7cc1e037-7c89-46a2-a00f-0e4f44015497 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 40

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Observation e77b0768-2bf0-40bf-90f6-906d28c7d0bb · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-12T20:36:01.460471Z digest=sha256:5965ce6042ef60963044ba1d85e80e7751f0ff43bd70297f4127fdb63a5815a9

Observation 85c4409a-367a-414e-9e57-ae829a465986 · outbound

This paper cites GameGPT: Multi-agent Collaborative Framework for Game Development.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents GameGPT: Multi-agent Collaborative Framework for Game Development

Reference 42

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source=pdf_text observed=2026-08-12T20:36:01.465440Z digest=sha256:a842769bb11f369c7e062a6b336f72492021162e4cd51c8135435db609917d36

Observation 5d28aff8-0e65-472f-ae95-8506f669b571 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-12T20:36:01.471410Z digest=sha256:09ada84d0146588b98887be79911caf80b6f9b5f845dec3a8e5490c9148cbb9f

Observation 21480d41-2648-4502-b86d-431a38dcaa20 · outbound

This paper cites DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models

Reference 44

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source=pdf_text observed=2026-08-12T20:36:01.475831Z digest=sha256:85ea0016605adbe7dfbba5c7e158d2f2e5c7ae50431161d141d9ce0951f64251

Observation 9f29f138-f74c-4c97-a052-8f631b75820b · outbound

This paper cites StruQ: Defending Against Prompt Injection with Structured Queries.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents StruQ: Defending Against Prompt Injection with Structured Queries

Reference 45

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source=pdf_text observed=2026-08-12T20:36:01.480803Z digest=sha256:7b495b5d99229b371d85d5acdc8ddfc846a70299c7125b784a369a9aab24a53a

Observation c0b666fd-1f75-4fe3-85d0-9d353bf2ff29 · outbound

This paper cites AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases

Reference 46

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source=pdf_text observed=2026-08-12T20:36:01.485694Z digest=sha256:e89d783c70214871d750e1974d99cbce20a163a794afe7c4cbb0f8fc9c31bf33

Observation be307701-1b45-46d9-8141-3a63eb392279 · outbound

This paper cites Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks

Reference 47

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source=pdf_text observed=2026-08-12T20:36:01.490447Z digest=sha256:294d9d13828a2c0e58a5a1f313a5fecfe91c738ef8a5a59d367a445a7f3039e4

Observation 21af018c-4442-4be1-a350-49875e09159d · outbound

This paper cites JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs

Reference 48

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source=pdf_text observed=2026-08-12T20:36:01.495550Z digest=sha256:42a5d1c03a6bf41711c6d62b950ba8b24f445d7bf112a9f0c2ff6f1441735dfb

Observation 7d36c2c1-c218-46dd-bfbc-22f0448f4e3d · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 49

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source=pdf_text observed=2026-08-12T20:36:01.500620Z digest=sha256:29d72654058621574f9295b4c17f103e59cd6617651b3eed991ee369d4b19c0a

Observation 2a5585cf-96a5-4e73-b79c-9c71a8d7011f · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-12T20:36:01.505913Z digest=sha256:be70cfc6ca6fddcf264fca56f352ba8a5b23dfd5d58e4913916db93ff1231a91

Observation c4ec1a18-e435-422d-b578-84846a8108ee · outbound

This paper cites Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications

Reference 51

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source=pdf_text observed=2026-08-12T20:36:01.510492Z digest=sha256:6712c2631a65e5fe8f944991dd23545505df9eb86aeb2d10a7bd27fd7fe8730c

Observation 63ef5773-677f-46be-b879-13714b1101c6 · outbound

This paper cites Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges

Reference 52

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source=pdf_text observed=2026-08-12T20:36:01.515518Z digest=sha256:dd729b2ea72db8fe78043c99d7484dc6f3a8933594e1cfd4ebf043a671febdb0

Observation 06ccb80f-2f80-4bf5-8c6b-56dae456f6b5 · outbound

This paper cites Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems

Reference 53

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source=pdf_text observed=2026-08-12T20:36:01.520949Z digest=sha256:7d79a23ef00580713f6ca99ee9aa795b8f2f08b7dcd7e205100da47fa31b9e93

Observation 64a6e52a-7cc7-46f9-828b-57169cd77538 · outbound

This paper cites Dynamic Planning with a LLM.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Dynamic Planning with a LLM

Reference 54

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source=pdf_text observed=2026-08-12T20:36:01.526069Z digest=sha256:1c06fa9b28d6a4ea63fa3971bfeafcdc1a54bcf48b0758df47bb7c66fa3d37cc

Observation 54adb747-3727-4a66-b8bc-a075cc920af0 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-12T20:36:01.530981Z digest=sha256:f1972753d4325111abf5e6cc4257073aa4aec889899d822a38e8d73417778a0f

Observation a2e112d3-f444-496a-9795-af593a030a6e · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-12T20:36:01.541155Z digest=sha256:f773764cbeb6c9830dbaaf27350b9ab111148375e8d299ad65cbaa7a7cb7e449

Observation 2aaaf475-1816-46a3-a1ef-6456c0fc6f35 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-12T20:36:01.546206Z digest=sha256:f93d4a7409d33d5272fe603eec342f26bf07219e26cf5476c748f3ea53329116

Observation 7bfc7e49-c33c-4cc3-8f68-64b6372993f3 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-12T20:36:01.551031Z digest=sha256:f98c2c989e087ec7b5fcbf2a7c73556222d07a62a2fd18418cbf0cd2dfecc98e

Observation 76d8e61f-c9cf-4102-8543-3711337a6c3b · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-12T20:36:01.556115Z digest=sha256:6f4f763bb87bebea9e9df60724290c9eefb08d5ebc00e489baa5db9126cee94a

Observation 41212761-eba8-4886-a528-523dc4ae4361 · outbound

This paper cites Multilingual Jailbreak Challenges in Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Multilingual Jailbreak Challenges in Large Language Models

Reference 60

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source=pdf_text observed=2026-08-12T20:36:01.561022Z digest=sha256:5ff4bc7e74a6ff1f55878dc11dce3b346f0263d23f400ec779d373f73a9bb783

Observation 9fa40b81-a506-4d60-9bfc-cb5afea5f085 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-12T20:36:01.565850Z digest=sha256:fcf0e72b5ee019ff00bfdd6301cf1139d0785c8e7e76f5ff99df9de172cd6132

Observation c28e9302-e4bf-4579-a37b-93b7f8145140 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 62

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source=pdf_text observed=2026-08-12T20:36:01.570574Z digest=sha256:d088afcd3c0812432f253cb10436196d4c5fd9b5391609425ea881dbaf30207a

Observation 5b798385-741b-4385-969d-49b172061a51 · outbound

This paper cites Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Reference 63

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source=pdf_text observed=2026-08-12T20:36:01.575324Z digest=sha256:90cfd42f13c22a9b778ac1bdfc08029ad45ba2fd3cccf59fa35ad440c8150c32

Observation 7add0f11-17a8-4067-a67c-ee118e913073 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-12T20:36:01.580245Z digest=sha256:44c1b50ff015e8ddf0d5a3e701073ce974b899738e559e169420fc31cb369a70

Observation 763c3550-3fb9-43ce-a7ec-e56fa08e6c1e · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-12T20:36:01.585109Z digest=sha256:562f5fe7421be95f515a3472decc265823c10d69c68183cd596e918549828119

Observation 68426003-ada2-4dbb-823d-d3a2de863fbb · outbound

This paper cites The Philosopher's Stone: Trojaning Plugins of Large Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents The Philosopher's Stone: Trojaning Plugins of Large Language Models

Reference 66

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source=pdf_text observed=2026-08-12T20:36:01.590442Z digest=sha256:d8cb65571d8e8d0d7cff66bbf65ccf85d4cba30001b61822061c5b9efd644902

Observation 48cc99fa-dd11-4325-a88a-2ae8b1445560 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-12T20:36:01.595409Z digest=sha256:48a3a92d0d4bfcbbb268ae65950873e1aebc3b6cb19ab1621658927f997097cc

Observation de9945cd-f9a3-4edf-87c3-cef1ad0fe5fb · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-12T20:36:01.600547Z digest=sha256:581e2863d5420ddaa5f82f950812a32a53cee01d10407d9e26663145de916dbf

Observation d5f05d2f-d0d6-4f88-a784-0af94fb55f91 · outbound

This paper cites h4rm3l: A language for Composable Jailbreak Attack Synthesis.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents h4rm3l: A language for Composable Jailbreak Attack Synthesis

Reference 69

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source=pdf_text observed=2026-08-12T20:36:01.605359Z digest=sha256:eccb2c29987c6d4c1c9a9444480094446fb6685c1aea079bcad142eafe5a7028

Observation 008125f6-7978-438c-8fe6-47e80d9e6ae9 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-12T20:36:01.610370Z digest=sha256:2fec2dc60b6401827f90d444d470b57222fdd9d823e73cc1fe6ce05b75c3b191

Observation b0b58921-48b0-45ae-8892-1c7d40eea7c3 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-12T20:36:01.614838Z digest=sha256:0673b944e1b5ab3017ff9e6bc3aa2cdee2e396fe3adc262a3128d47a0eca86f3

Observation 121ed674-14bc-4227-afb3-314aa705aec2 · outbound

This paper cites Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding

Reference 72

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source=pdf_text observed=2026-08-12T20:36:01.619713Z digest=sha256:ccda31f7df66563e8ab3b5bb0a5a4c46c93966e5520236f34e2e6bb0afaebb5e

Observation ed45d0f1-6b83-4c98-a4cd-1923bad4cb3f · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-12T20:36:01.625241Z digest=sha256:dfca0f7017a2d1ef01be09028fc84f53e8fe6392dbe216d808197263392a4c48

Observation 8050516f-289b-4cc0-9a56-e0ebe9c3581d · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-12T20:36:01.629972Z digest=sha256:9972628e2e316c1e1aa487db7b79ebcc2114cfa71d82844f1d8415572dfb7d53

Observation 1397df2a-f919-4b52-be16-10a734f802a8 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-12T20:36:01.634620Z digest=sha256:12c0d2a82a139a2090b88fa7a065396407c136708d806fc1695b0fb6a81bcb63

Observation 2dceace2-7aa9-4563-8fb8-dd4a8e51570d · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 76

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source=pdf_text observed=2026-08-12T20:36:01.639327Z digest=sha256:c71f7e9a5f458906e7c505f3159aaebf7a2cce5b243b06d38eaa5f3bb02fc9bc

Observation 7b83d0af-609e-4297-b877-e233121b68f4 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-12T20:36:01.644382Z digest=sha256:468d4d59c4ff5ac4cffedf1892b61381a1ca2d6336f4e420a10738616442f495

Observation 3ac8eb45-5733-441b-b6c1-8a8b798828eb · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-12T20:36:01.649070Z digest=sha256:f1c4ab2fa0681f5d65bba47f0a6df7a0bfd06d47271f8daad69000d50e9050e0

Observation 324954de-50c6-4109-a5d7-e83a8436570a · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 79

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source=pdf_text observed=2026-08-12T20:36:01.653912Z digest=sha256:706e5eb1158b7d629e9c59a703d6e01b7ae54020aaac58f2be5666a0632efc88

Observation 5498ca41-cce6-48df-a4bb-7d1b457193a7 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 80

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source=pdf_text observed=2026-08-12T20:36:01.658888Z digest=sha256:9a4bf61effcd0709738af912627b2f958c9368237af1efd052090e83125a2015

Observation 8810b7b3-c1c7-45a3-a4fb-7b97ab69f004 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 81

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source=pdf_text observed=2026-08-12T20:36:01.664431Z digest=sha256:c60f1e80ab4ebaa1e36f6bd857cd678fe82e80e3e83cf084ff03ab22df6c73a0

Observation adc19a81-af38-4d20-9790-a650ef0653ce · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-12T20:36:01.669065Z digest=sha256:5c490d1e7f0fc56b172ed7613cb9a0e16301aa033de456325ebce17c1e53e96f

Observation eeeadb35-1862-4f07-8c2b-ed8d81a68831 · outbound

This paper cites RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Reference 83

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source=pdf_text observed=2026-08-12T20:36:01.673942Z digest=sha256:1c05dd07b952022f4509fdb15fa59eb3bf7aa746c55dd10e752d3205357f752a

Observation fb214ece-3876-4997-a9be-a6d813bd7703 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 84

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source=pdf_text observed=2026-08-12T20:36:01.678920Z digest=sha256:27258e3f932b5aac92869c65b0fb742a29e08bed775dd95b10c42a812d5cc796

Observation 6314f7aa-e52c-4924-aef4-786e2a3966d0 · outbound

This paper cites Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Reference 85

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source=pdf_text observed=2026-08-12T20:36:01.683617Z digest=sha256:0694ca426aececca4076e47f87402bf5d2989d6c02a89416e93cb91d9a649e4a

Observation e1073da5-1b48-4e04-98fd-b3114cc1f269 · outbound

This paper cites FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

Reference 86

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source=pdf_text observed=2026-08-12T20:36:01.688800Z digest=sha256:af2b7bfd1db53fa4be63ab0a4d6f76815bdccc8a116e98cda915d0994700daa1

Observation 140bf9b5-bc52-4518-8b37-0bf6801a6793 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-12T20:36:01.694022Z digest=sha256:e298c368c0a69f93175a507536e2b5c948a96d5ca28e367b1198f0fb93a35d71

Observation 72c66eeb-6ed1-469b-be2e-d633351c4776 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 88

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source=pdf_text observed=2026-08-12T20:36:01.698837Z digest=sha256:18f065057510036807958636e392eb21117f958d3afebe99c1235ae91b82da36

Observation 7519d5a7-8601-4f46-8c1d-e8504c461402 · outbound

This paper cites Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

Reference 89

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source=pdf_text observed=2026-08-12T20:36:01.703878Z digest=sha256:45b09be608b9453d0032295573c84511f3c44f961f596ca0621cdf81f5f92abe

Observation 6c15c741-1809-4969-b1fc-de7fcc53cf2b · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 90

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source=pdf_text observed=2026-08-12T20:36:01.708789Z digest=sha256:55773ef037fc3d199935ed08c8261f47e82c37cd07bf1e10bc856e986e364a05

Observation 75218bae-776c-4f69-b457-1f5b6aadf6ad · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 91

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source=pdf_text observed=2026-08-12T20:36:01.713474Z digest=sha256:1a42fc3454750ca47b6d3e420a284bc172dca1d34e7a3e62ac6e947be8d6001b

Observation 8af7cf25-0392-4737-9e3d-dc886ddc77cf · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 92

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source=pdf_text observed=2026-08-12T20:36:01.718228Z digest=sha256:5ac09249b818e7f43dabdf25fefa8e9e480426248ffbe9697a11a62e0e092e45

Observation 79d05537-e5d5-466c-b791-4e26ee874306 · outbound

This paper cites Towards Equal Opportunity Fairness through Adversarial Learning.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Towards Equal Opportunity Fairness through Adversarial Learning

Reference 93

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source=pdf_text observed=2026-08-12T20:36:01.722911Z digest=sha256:b408c186407da2669670a434e7a15c3f89c05bcdc611568ad34146142ddf2aae

Observation c1c70e6f-2271-49f8-be3f-ca761b546c97 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 94

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source=pdf_text observed=2026-08-12T20:36:01.727920Z digest=sha256:18c5306d79006ddbbeee47c9c6d4f3d04d4162a2f16069efede49493f5e0a229

Observation f29ad747-361e-4078-a051-f71a4216fc8c · outbound

This paper cites Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!

Reference 95

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source=pdf_text observed=2026-08-12T20:36:01.732542Z digest=sha256:2049e0c26861a14936aa561bb9634a347bfe345e8660dcdbaf7afbe9f5ba955c

Observation 3c6a2515-ce72-466e-ae6c-775a6dbdd7ca · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 96

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source=pdf_text observed=2026-08-12T20:36:01.737319Z digest=sha256:4380409d12146bc3088fae1e4a8636147e003dcd077e7dd7ccde648e808d0b04

Observation 954a70f8-3aa0-486a-8109-3dedf3001326 · outbound

This paper cites Defending Against Indirect Prompt Injection Attacks With Spotlighting.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Defending Against Indirect Prompt Injection Attacks With Spotlighting

Reference 97

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source=pdf_text observed=2026-08-12T20:36:01.742225Z digest=sha256:1d11df7e772e79c1733033ad62b9b7b0f359bc64e9fa13582d7294ec0b2beca2

Observation 9f99cb68-e824-459f-a73a-e3633adc56fc · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 98

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source=pdf_text observed=2026-08-12T20:36:01.747341Z digest=sha256:dfed5622482c097e5395cb40aae456092d7bf56906fbba4029156a3b9062c5cd

Observation 8832451e-dc75-411d-968d-fd7fabc279b8 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 99

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source=pdf_text observed=2026-08-12T20:36:01.752339Z digest=sha256:dcd08e3d82f6acd9dd6ff7fbaee94d0b82709997728dc085bb1e66749d81c11c

Observation 2b83e558-6dd3-481f-a2c0-7b1642758677 · outbound

This paper cites an unresolved cited work.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Unresolved cited work

Reference 100

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source=pdf_text observed=2026-08-12T20:36:01.757032Z digest=sha256:ee678aaeaca819c97dcb9c782d5fd48777968e3664165cb5b1a1f96ff2cf4b32

Pith citing papers

Observation dd1607f2-c1a8-4a5a-a9a6-2dbc95a31206 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 212

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arxiv_id, observed 2026-05-22T21:52:10.260792Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T21:51:34.309870Z digest=sha256:35d5104a6571ae2c6d3bbcf3ab31db14ae380d7a8e5edf3ed3c95c30fc9f8d78

Observation c442e157-87fa-42c9-89f0-75ee3aae89f6 · inbound

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions cites this paper.

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 27

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arxiv_id, observed 2026-05-13T09:02:40.372610Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-13T09:02:40.294491Z digest=sha256:94c7331a8533ff30274c5ce8071ced3d8e017e15fce2c82bf852b368559a5580

Observation 001cf902-333c-481a-ac46-017d5396b069 · inbound

Manipulating Multimodal Agents via Cross-Modal Prompt Injection cites this paper.

Manipulating Multimodal Agents via Cross-Modal Prompt Injection Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 57

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source=pdf_text observed=2026-08-16T11:55:40.159921Z digest=sha256:c9043ba47a4c0590612bd71cdb9d365f1db396f95819998f02927a9a8beeb5d5

Observation 5fa82a77-9301-4e6f-82ce-9943efec5e73 · inbound

Security of Internet of Agents: Attacks and Countermeasures cites this paper.

Security of Internet of Agents: Attacks and Countermeasures Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 15

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source=pdf_text observed=2026-08-15T22:26:17.785376Z digest=sha256:feade5ca321b003bb93982fd92cd5c7b24e9a382572b6589e82daefe97fe7fbb

Observation 866261b7-4b77-4e71-adf4-524e0ed46d20 · inbound

SoK: Semantic Privacy in Large Language Models cites this paper.

SoK: Semantic Privacy in Large Language Models Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 11

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source=pdf_text observed=2026-08-06T21:40:31.187402Z digest=sha256:0859a93966e5376c9f6306173ff4b91f7c39b3efa993ad594b8db6a850d15260

Observation e903261e-c05d-428b-a610-f02e4534c4f9 · inbound

Agent Safety Alignment via Reinforcement Learning cites this paper.

Agent Safety Alignment via Reinforcement Learning Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 6

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source=pdf_text observed=2026-08-06T18:29:35.685754Z digest=sha256:9d3a87b7bfafd600a3940f181e61e3febf6babeab87e6bdd0974402fe2470e74

Observation 03ed874f-470c-43f2-a573-5a733ab8619a · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 31

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source=pdf_text observed=2026-08-06T12:44:21.574030Z digest=sha256:7ff555d00fcf5b21316006b8f2dfb3b3a5d07a06f7f75b3359063e72f159cff5

Observation 6be0cc54-93af-4fd7-98d1-08d12bbc2918 · inbound

A comprehensive taxonomy of hallucinations in Large Language Models cites this paper.

A comprehensive taxonomy of hallucinations in Large Language Models Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 31

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source=pdf_text observed=2026-08-06T05:29:11.806858Z digest=sha256:5a8002f87379d1bba4966f57913093d6768d287ec3f56ab33a2bef05d1f87e57

Observation 01f8d475-8597-48e2-8183-c588272d363e · inbound

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents cites this paper.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 2024

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T01:01:37.914313Z digest=sha256:28c1e8b9e8a1f68cf6e7b4e07032e960efcf5b0f60e8934868ac2e8e202ff0fd

Observation 24c3dd7e-2e19-44c7-85ef-df5740235ca7 · inbound

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks cites this paper.

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 3

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metadata mismatch
arxiv_id, observed 2026-05-18T23:41:54.561592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-18T23:38:10.078340Z digest=sha256:fcd53b9ee8c934c3fda63467c8af64dd6a4e94e0b0f18733b25af2d18288bf94

Observation be1efb89-a85a-453e-9f83-1494b8b446b0 · inbound

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey cites this paper.

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 94

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no resolver link, observed 2026-08-05T15:26:33.654578Z

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source=pdf_text observed=2026-08-05T15:26:33.654578Z digest=sha256:a57b86f5f78f191ad7123230fde1220e0194cb95a6922a13d14f6fba20081fa3

Observation 2fdb7590-f409-4009-9d14-0ecc6b978ae7 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 97

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source=pdf_text observed=2026-08-04T17:46:18.158041Z digest=sha256:a79b5bbdeaaeb839fede7a2c5d8a5ef7029c8bcb1d472c5022c89daeee7b80d0

Observation 62209c8a-3ad2-4eaf-9ca0-94484fcd043b · inbound

Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis cites this paper.

Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 51

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arxiv_id, observed 2026-05-13T20:03:12.546849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-13T20:00:00.827300Z digest=sha256:f88d710424fc1253d0e2a792413a59fe209804e0f5237c33de6a49e311bf26d9

Observation f8017acc-ff98-45cb-88a2-ad8bc29bf0e4 · inbound

LARA: Validation-Driven Agentic Supercomputer Workflows for Atomistic Modeling cites this paper.

LARA: Validation-Driven Agentic Supercomputer Workflows for Atomistic Modeling Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 35

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arxiv_id, observed 2026-05-11T20:26:11.606157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T09:06:55.420291Z digest=sha256:d5ad890b954bfbd2f361c2f36fe2a2d1a7483254fd631592000f6c093cbee382

Observation 5ead6e03-07e0-4779-9cc3-e516adf3206f · inbound

On the Privacy of LLMs: An Ablation Study cites this paper.

On the Privacy of LLMs: An Ablation Study Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 26

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verified exact
arxiv_id, observed 2026-05-09T06:25:48.883747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T18:25:05.586464Z digest=sha256:9dca773fab060149605cd26b354eb0372d129f008edda2cc36f40e057d741d24

Observation 3d828a0e-be6c-4e76-88a1-291a2e40510b · inbound

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses cites this paper.

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:23:04.350569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-14T22:20:31.623849Z digest=sha256:703b6aca09a34dd043bdee52e1e63cf0e04510603dfe9bc5e7f7f1cec662e2bc

Observation f7472c65-bf2e-4511-8e26-8ceddbe65ecb · inbound

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses cites this paper.

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 98

Resolution
unresolved
no resolver link, observed 2026-07-13T17:08:58.831798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T17:08:58.831798Z digest=sha256:695504fb89d3b62cd36288f843954bf6268e8b375d522e9ce81d3a2bfb5b015d

Observation 230af8ef-7abb-4034-b3d9-7559a5fb8981 · inbound

Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem cites this paper.

Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 15

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T03:45:56.816345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-11T02:19:52.113212Z digest=sha256:81c5a9b7fc807f29b7a0c951e80124019bd53e671f03f4d2188364e1ce0a1e3c

Observation bf06375c-161f-4a20-8579-e26a14fc7f85 · 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 Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T10:53:13.280521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-20T10:51:19.555985Z digest=sha256:2f46ab9d23301b67254f16cc997bf567378823827cda05b4cbc460a6e9d06918

Observation cf8ae6bc-211f-4c21-a49e-a4c8f8d88394 · inbound

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment cites this paper.

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:23:12.039116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-20T10:21:11.725387Z digest=sha256:34546944e6e722b64e6da76978c821de6b9c6e337ff477ff528a452edcfa8d4b

Observation 2e361583-db4b-4110-8795-6bf517c122d8 · inbound

Large Language Models Hack Rewards, and Society cites this paper.

Large Language Models Hack Rewards, and Society Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T01:46:27.010929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-28T11:30:35.285902Z digest=sha256:9f78e834f376ca816f411e0124c661e0c2ae5b4e1f760e1b73ecb82042b34ef6

Observation 2c1ec01c-ded8-4d69-91cc-98bdb22417cf · inbound

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks cites this paper.

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:56:47.706814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T06:29:34.540587Z digest=sha256:90c460023609ebed5c52cc15828d6d6aa415a0e008258f5937904a9e1b3c908d

Observation 27ad0ba8-35aa-453f-8697-41c04335d137 · inbound

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering cites this paper.

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:37:34.617865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T15:48:39.837630Z digest=sha256:b512f7ae662cc88cf3ad486c6fdf988033fa8d91e3abfe2584720f7903d7e7ab

Observation 3f555d01-77ae-4bc6-89e7-e50b02f2267d · inbound

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

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-06-27T13:20:56.812163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:55:22.831264Z digest=sha256:014a2078cbe21c6e8f31951a64c878169f2c1a26762c0df9b1b072cf5b7c07ab

Observation 14cd34ca-4bc6-41df-bcbd-30a74be60961 · inbound

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents cites this paper.

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-04T14:09:53.119150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T04:29:16.386339Z digest=sha256:dd470ad31f16007a3b8249232d2dfc2060bbf2b1e8938d5a312cdcbfcf37b7c2

Observation 9313fcce-6c4b-4073-8fa8-533680b83671 · inbound

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

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:27:08.469410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:27:08.469410Z digest=sha256:b726486d1c7976498e124ab94ce991303e6ff3333edc750fe73c936b2df2b50a

Observation 2b7cf3f1-d160-424d-b2f6-0925487d670a · inbound

On Understanding, Identifying, and Mitigating Vulnerabilities in Agentic Large Language Models cites this paper.

On Understanding, Identifying, and Mitigating Vulnerabilities in Agentic Large Language Models Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T14:21:42.078865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:21:42.078865Z digest=sha256:dd22c03e74cf94913e230535914d443197b3ba0df86bd6575e56858f865844ed