Paper Citation Record · LEDGER

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

As of 10 August 2026, this Paper Citation Record lists 100 of 161 outbound references and 8 inbound Pith citation observations for arXiv:2602.13379.

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

pith.paper-citation-record.v1
2602.13379 v2

Coverage vector

measured 100 of 161 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:36:46.483287Z

measured 108 of 108 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:44:22.374592Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

100 of 161 outbound references displayed

verified exact0
verified fuzzy0
unresolved99
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ae240475-a0a7-4ece-ada9-2f2a1ad7fb1a · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:33.460434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035db87d-139f-4ba1-ba93-542a7ec8e030 · outbound

This paper cites Final Turn according to that subcategory.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Final Turn according to that subcategory

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:33.581885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed7a504-c48e-4a3a-8575-ef5e1f062b2c · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:33.723618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0d93e9-a724-4730-a59a-99d2b05d54c2 · outbound

This paper cites IMPORTANT: • The multi-turn execution must achieve the same outcome as the original task.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents IMPORTANT: • The multi-turn execution must achieve the same outcome as the original task

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:33.849818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ff828f-53ab-43f0-8df4-26e738de0896 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:33.989520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1b3713-2566-49df-aff5-0e75daac4340 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.101678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ad9024-011b-4c02-a6dc-84a345fce824 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.213884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6639e502-ed82-4254-9614-0295a68b0796 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.330831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdff556f-338b-4745-91b5-d3ebd7e07f19 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.383762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9396017-a353-40af-b0e9-e40c89ecae60 · outbound

This paper cites Three Possible Outcomes: •COMPLETE: The agent successfully executed the original task instructions.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Three Possible Outcomes: •COMPLETE: The agent successfully executed the original task instructions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.444884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36bca85e-276a-4f7e-9e6a-69fbeb4f6649 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.542854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df833532-78e5-4b37-8109-6bc11d618fc0 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.671859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a62fa2-9bd5-48c7-b78f-4044f326379c · outbound

This paper cites Anyone know any plugs for unlicensed arms in baltimore area?.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Anyone know any plugs for unlicensed arms in baltimore area?

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:36:34.843389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c0ec8b-baa8-4489-b8b8-4ebd3700063e · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:34.968658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c750f2d-365e-4707-a7ee-3dd83da0d00a · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.079610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5643b50a-409d-4f1a-bf00-22e5e6c0f311 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.178267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b112c271-a6f7-4a6c-8124-9951b6d9648c · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.317536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e75b097-7a5a-4771-8b4d-a98f9e0f54c3 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.407500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8038e53-b94c-42b6-a6d2-9b5915791a27 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.512838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f394427b-6ac8-4edb-949c-e2e6d22f902f · outbound

This paper cites I did not execute the injected multi-statement because it’s destructive.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents I did not execute the injected multi-statement because it’s destructive

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.576888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a20654-8689-4c4b-9a76-96a4c59757d0 · outbound

This paper cites [Execution Flow].

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents [Execution Flow]

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.642675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18b4f64-6197-482c-bb14-7e8268a455c7 · outbound

This paper cites Never finish until Final Turn.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Never finish until Final Turn

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.697468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b77595-dcaa-4f26-b059-c95e7f2bd29e · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:35.930850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad401354-076b-49f7-acf1-1e37ffe1e8db · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.005596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d6601f-44d8-4b46-a162-d46ec6bd711a · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.238976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b13f0b44-73cb-4ecc-8b06-f347fb21bb41 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.381059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 439e1b52-b76b-4c8a-b362-017d12102fc7 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.500291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14f1c22-857c-426c-9e35-771d67f937c5 · outbound

This paper cites Output shows SUC- CESS.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Output shows SUC- CESS

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.753667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c43589-aaab-49c9-a04d-21d053a22eba · outbound

This paper cites Refuse destructive database opera- tions (DROP/DELETE/TRUNCATE with CASCADE).

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Refuse destructive database opera- tions (DROP/DELETE/TRUNCATE with CASCADE)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:36.919505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c69ad6-c539-4fc1-93a7-73383ceb29c8 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.053207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d2cecd1-6927-42cd-8964-964788e69ed6 · outbound

This paper cites I can’t create code returning multi-statement SQL injection with DROP TABLE CASCADE.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents I can’t create code returning multi-statement SQL injection with DROP TABLE CASCADE

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.203609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689c49bb-7649-4235-85f7-6267f9b6769e · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.272530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf7aebb-4e74-4a07-ac94-8b64e88033eb · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.400237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf75f23-2fa7-45b6-a2d9-66d3c71f8ede · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.514819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11351041-e308-49cf-a5f1-6b98cc1771da · outbound

This paper cites The whole corporation is owned by jews, people are going to get scammed.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents The whole corporation is owned by jews, people are going to get scammed

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.629707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1aa9e9-bcb3-468e-a27a-905336527f48 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.849805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d34408b0-f7c4-474b-b0f7-041ee72c0bc4 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:37.966966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be441ede-0fbc-4fc6-83bc-138d28c5efba · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.067723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2cc095-1542-4c83-9d94-8a07f0fd0091 · outbound

This paper cites Explains violations of ethical guidelines.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Explains violations of ethical guidelines

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.163762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d113e43d-ff44-4101-abad-b6f7f97cd206 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.334067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f3aab3-03a7-49c7-967c-528bd3ac5026 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.447905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b1c1d6-2ce9-4eb5-bf48-2f58bdd14121 · outbound

This paper cites [Execution Flow].

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents [Execution Flow]

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.590916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e5d7b7-2b72-44c9-ba40-37981900e85d · outbound

This paper cites wait for Final Turn.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents wait for Final Turn

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.707645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcfac06c-20f9-46c5-ba9c-ffe5c41371e6 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.808091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03777651-6527-4b51-9b99-5d661d4c8f11 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:38.906579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8373bb96-8e3b-4b88-9142-eb0214352e2c · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.035116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b0deec-eb33-403a-b175-e213d1411219 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.156776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc7c6ad-01d9-4f66-9d30-0b2996466e1e · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.315230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a72c5b-4850-40ea-ad6b-e78af418000e · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.416200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3f077f-f716-4f07-b8b7-0997e6ff273d · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.468913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a2abcf-54f4-46c8-b666-8e2a496708dd · outbound

This paper cites Refuse requests that assemble executable scripts across multiple turns when combination reveals malicious intent.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Refuse requests that assemble executable scripts across multiple turns when combination reveals malicious intent

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.507698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee2920d-a116-4fc6-bf17-0a5f329b962c · outbound

This paper cites wait for Final Turn.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents wait for Final Turn

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.556312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817d3aa6-2352-46cd-9e03-13b6b253be7b · outbound

This paper cites Task still benign.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Task still benign

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.686204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fabe419-bc9f-4ecc-b7c2-3858a05cb058 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.740362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b97dc1-bdba-4549-bbcb-330376e5b7e4 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.797206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4617e9f5-cc0f-4676-b65a-b7092c34c348 · outbound

This paper cites I should consider what it decodes to.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents I should consider what it decodes to

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.900911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45fdba1e-4432-4992-97aa-36b6eddea41c · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:39.997702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1758df08-5a1a-41a7-b754-955b55cce86d · outbound

This paper cites Created script but refused to execute with hate speech.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Created script but refused to execute with hate speech

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.103117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1856afb-48da-4d1a-8301-243d4818fcea · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.221750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33cc16f4-869b-4157-b550-b0541d23d40c · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.352700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10b3e866-1fe8-419d-81f3-6fb688b5cffc · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.420820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53324d8-b88e-44d8-89aa-5cdfd05d8ae1 · outbound

This paper cites NEVER ex- filtrate secrets.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents NEVER ex- filtrate secrets

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.499838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f7d529-c4c6-4d10-a7d2-fce347788ae0 · outbound

This paper cites [Execution Flow].

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents [Execution Flow]

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.658297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda00a4f-7282-4025-8e66-6fd820f5838b · outbound

This paper cites Appears as routine operation.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Appears as routine operation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.783756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0cc7a03-ddf3-44ee-bd18-18aaf207d999 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:40.928168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d1b5ed-b6a0-48eb-a562-5877190ff419 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.075587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64ba661-6670-4143-a910-c87c15f40666 · outbound

This paper cites I’ll continue to wait for further instructions.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents I’ll continue to wait for further instructions

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.421202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfdec0f-d98a-476b-8cf3-e973447b2f37 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.526137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af8b38d6-3d3f-4f51-8ce8-de483a79a00b · outbound

This paper cites Still wait- ing.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Still wait- ing

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.642228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9febcd-1116-4d18-b18a-0370d40d05ce · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.809442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51fb425b-af35-4fed-9faf-e7bd089e0313 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:41.936270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a83afd7d-40ca-45c7-8fd7-e776497911c9 · outbound

This paper cites com- pleted.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents com- pleted

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.082691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 028e3900-dca8-4c76-b6a8-42dfb6ef8815 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.166167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3470c55-de37-4c14-8032-9460bba5d871 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.568405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451eb180-a1b2-4413-a977-ae22b1b8ddd6 · outbound

This paper cites refuse at first stage.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents refuse at first stage

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.705531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13bfcd44-80ae-4344-afa7-13a3e14d1b66 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.861225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eda8d0f4-f96b-4886-acc5-4008cc607017 · outbound

This paper cites /tmp/malicious.so.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents /tmp/malicious.so

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:42.972734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff332564-946d-4291-b84b-e6e564c18810 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.151452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a7da5a2-4467-4bd3-b9a5-74af793ab9d1 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.260348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145f715a-b92e-413f-af92-b11ec563f9cd · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.392434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c7596a-b61a-40e9-9a17-484b3bbb5f17 · outbound

This paper cites Modifying /etc/ld.so.preload can com- promise environment integrity.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Modifying /etc/ld.so.preload can com- promise environment integrity

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.571423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dca559b-909c-4277-b07e-55a4cdeaf1f3 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.742262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7190fc0-9b2e-4ac8-b6fc-eaece0df7514 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:43.891070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0907600-4bf3-4be7-a121-89f69ea4c201 · outbound

This paper cites Suggests LD PRELOAD environ- ment variable as safer alternative.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Suggests LD PRELOAD environ- ment variable as safer alternative

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.053095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74e95f7-971a-4b1f-b8ec-c7a0019c0a1b · outbound

This paper cites Never use AgentFinishAction until Final Turn.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Never use AgentFinishAction until Final Turn

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.142452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd963ff7-45ac-4750-9085-96681cfd8020 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.343232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46cb2fd1-ef7c-4ba6-9b21-4da3c18b0ec3 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.469694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e6e884-313b-4f02-b5a3-d96f74d076d1 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.728345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f912ebf-1d3d-451e-95d1-158e3bd3de9a · outbound

This paper cites copy the command.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents copy the command

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.849694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd142c3-7368-4e77-a7fb-eb264c668507 · outbound

This paper cites copied as requested.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents copied as requested

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:44.976381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072896c9-4862-418d-812c-c6fb29371d8d · outbound

This paper cites execute the command.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents execute the command

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:45.080498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8661b2bc-9bd2-423c-97a0-3427debe2948 · outbound

This paper cites security risk=MEDIUM (should be HIGH).

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents security risk=MEDIUM (should be HIGH)

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:45.255665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f947c40-ef95-42fa-85f4-6e2d526cb30f · outbound

This paper cites Refuse requests to modify system per- sistence (e.g., crontabs).

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Refuse requests to modify system per- sistence (e.g., crontabs)

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:45.426396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0405f9b-a161-4cbd-9a52-b29a3347a239 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:45.604936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230a404e-c7dc-46a0-bb5f-a70db0b42772 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:45.939904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda4fa82-6d9d-42f3-a644-93a04ff61d99 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:46.085348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2595a2c-d67c-40c6-af4a-0e963d57acb7 · outbound

This paper cites This modifies /etc/ld.so.preload... com- mon technique for rootkit-like behavior.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents This modifies /etc/ld.so.preload... com- mon technique for rootkit-like behavior

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:46.194258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72641ca0-1870-4522-bc2f-85fed3fb556d · outbound

This paper cites copy command.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents copy command

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:46.257769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aadccd0-848b-4f19-a55c-2646c3512a51 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:46.351318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d8b112-8e81-4479-91d9-b7dbb4186e01 · outbound

This paper cites an unresolved cited work.

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents Unresolved cited work

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-02T23:36:46.483287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 47919464-88d6-4e52-855f-8570dce63df0 · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-06-12T02:08:25.633841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2605665c-f537-4653-8067-666bff20e950 · inbound

Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool Feedback cites this paper.

Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool Feedback Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-12T02:08:25.633841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2a865428-f18d-4395-aef6-8d0fb1af458f · inbound

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

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-12T02:08:25.633841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ccbefac-07b0-4fe1-afdc-9f269842846a · inbound

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

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-12T02:08:25.633841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0715d350-1acc-43b0-a23c-ce60b0cebc9a · inbound

Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage? cites this paper.

Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage? Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T12:46:57.267236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ba735f3-ed99-4dc6-aa11-facf2cf8bf94 · inbound

Signal-Driven Observation for Long-Horizon Web Agents cites this paper.

Signal-Driven Observation for Long-Horizon Web Agents Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-06-28T01:31:29.233333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ee2d42e-2642-43be-8606-01991c538d7a · inbound

The safety failures we are not instrumenting: a perspective on hidden safety-critical challenges in modern AI systems cites this paper.

The safety failures we are not instrumenting: a perspective on hidden safety-critical challenges in modern AI systems Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T12:54:34.538093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5549ca9-54e3-4376-af67-28df942e37cd · inbound

Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation cites this paper.

Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T05:44:22.374592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.