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Paper Citation Record · LEDGER

AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2410.05295.

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

pith.paper-citation-record.v1
2410.05295 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:47:19.153136Z

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

0 of 0 outbound references displayed

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External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 44f4d0ea-5a36-4aad-b621-1140d5bbc435 · inbound

Universal and Context-Independent Triggers for Precise Control of LLM Outputs cites this paper.

Universal and Context-Independent Triggers for Precise Control of LLM Outputs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 17

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no resolver link, observed 2026-08-12T15:00:14.113322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:00:14.113322Z digest=sha256:b1cde762a301d289511cb5b2f93d40fc96a182b45acce01038e111186c1878bb

Observation 30900c49-d046-47af-951d-ce9610ed1ad3 · inbound

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models cites this paper.

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 23

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unresolved
no resolver link, observed 2026-08-10T22:25:54.614748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:25:54.614748Z digest=sha256:d80a9505548635adee6505a9754ad6377c3d69bcbe3654a1d6c59f743b2b8dc8

Observation 7a6bcbc2-39d1-4672-879c-75f27e4eba40 · inbound

KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs cites this paper.

KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 22

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unresolved
no resolver link, observed 2026-08-09T04:22:00.510546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T04:22:00.510546Z digest=sha256:421ab9ad9ddf67fc7c5ef02a489338f917578ce49ef55b7870faec53915b09b0

Observation 1f3963e7-0887-4698-a8ef-f282c1479027 · inbound

Lifelong Safety Alignment for Language Models cites this paper.

Lifelong Safety Alignment for Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 30

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unresolved
no resolver link, observed 2026-08-07T14:00:06.675923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:00:06.675923Z digest=sha256:fb42d34dc3a9c2e7ae0a230d4489d2c87359d4334f463a75055915eadf3c35bc

Observation 7cc71309-e256-45eb-abfe-903780222d71 · inbound

Adversarial Preference Learning for Robust LLM Alignment cites this paper.

Adversarial Preference Learning for Robust LLM Alignment AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:21.846278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:21.846278Z digest=sha256:0d6f63c7c12cfe5dae5641f1e7698c6e1bb8577258bb60396c2abda10e38e7de

Observation 33b04a5e-5201-4103-a505-f126f201da8a · inbound

Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning cites this paper.

Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:01:09.010611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:01:09.010611Z digest=sha256:b52bf221d89813696c449e73b638140d5779175ddb49dbd6fa21db1d9dc5eabd

Observation 04f9bc7a-20fe-4c09-bab5-2efced5b5b29 · inbound

Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models cites this paper.

Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:47:06.362862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:47:06.362862Z digest=sha256:41a715aadc6487057cd7d7fe64fee30128dbf3362a7cf4baaa6d442682125513

Observation 37d45666-6cd8-4238-a472-ce1bc8adba7e · inbound

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures cites this paper.

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 24

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no resolver link, observed 2026-08-07T05:40:20.632046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:40:20.632046Z digest=sha256:49b9ec23c2c1a96c9f061841f9b5264a404b8c7b290c74d49c0333632008d705

Observation 2604efad-cd46-4739-8285-e2d38c17fe1d · inbound

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems cites this paper.

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 9

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unresolved
no resolver link, observed 2026-08-07T05:36:34.121835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:36:34.121835Z digest=sha256:99d5a480f734cd049b981763dbd9f6a6490720e82b19c2833a18d85f5e728cd5

Observation e6eff8a6-30ba-4341-9ce7-7aeea4b8911d · inbound

VERA: Variational Inference Framework for Jailbreaking Large Language Models cites this paper.

VERA: Variational Inference Framework for Jailbreaking Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 20

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unresolved
no resolver link, observed 2026-08-06T22:07:03.921548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:07:03.921548Z digest=sha256:bf6052e0488a63847fba3e6e960726e2eb2915432b958535c2b60ab10e0cc331

Observation be5c8c50-11ed-4dbb-a60b-4b47e7176bbd · inbound

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models cites this paper.

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 2023

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no resolver link, observed 2026-08-06T23:01:04.653534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:01:04.653534Z digest=sha256:e0ca918e49205c596bb998f78fde28f3735827971a61c69d988b88ece1a9a46f

Observation 6c933c65-6373-425f-9219-02017561cbad · inbound

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition cites this paper.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:47:19.153136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:47:19.153136Z digest=sha256:7130b11f2b1e7db3e488978a2d8af0192766c64d5fda9a6b8c2b8ae92e463971

Observation e7d2450e-b32f-4a61-acd8-d6f99824c51d · inbound

Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming cites this paper.

Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T11:45:40.949098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:45:40.949098Z digest=sha256:07991218a17de676de16f9c2dfc7b930f6088fa1b7f57a4da2c13379427a171d

Observation ebdf212a-25e8-4707-9096-57d66d1687dd · inbound

SATORI: Static Test Oracle Generation for REST APIs cites this paper.

SATORI: Static Test Oracle Generation for REST APIs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T17:26:48.579160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:26:48.579160Z digest=sha256:0e8f4a80ebf54a5477d022e722a61ae7a5d67af93e6aa04809eea402775952ca

Observation af0d4e4f-68d9-42b7-82c5-1dae5dedef2f · inbound

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs cites this paper.

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T19:00:30.385782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T18:58:53.183734Z digest=sha256:6eead5170083794bf835c3edd7da189a38c02afd6d6ef8fc422097a33fdbd4d5

Observation 53933384-a6f1-4869-86fa-3982b07ae5dc · inbound

TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards cites this paper.

TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:23:44.700970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-17T00:22:54.717457Z digest=sha256:3b38ee59314eb8c2201eb423a4a982c440ef541a6d2c0a49eaa4996b3bd5ebc7

Observation 8b5564b4-793d-4aec-9a16-2eef8a05158f · inbound

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems cites this paper.

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:16:03.903850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T16:07:31.602378Z digest=sha256:95436d60c837b89c3b635a3b9d704b6f40e5ca32f62202e2a4275f02d4d5b07d

Observation e5757c6d-f5a5-4c3d-bbb2-9f52da843d5e · inbound

TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs cites this paper.

TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:25:59.983966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T16:02:52.006859Z digest=sha256:de95deb19d7c14e600a9db6682ebec4d0ef05f78b4fb18af13f19fab4f4c8b94

Observation 69cd6318-8040-4648-aa31-5da6a783bd4f · inbound

Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs cites this paper.

Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T11:11:05.526422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T15:06:43.140580Z digest=sha256:c09238be923d9e9f84e5164b123527d0f2731c2fddc8eb644a5d85b5eec613a0

Observation eeeff360-f314-428d-88ea-afb0a73755c8 · inbound

Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory cites this paper.

Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 15

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verified exact
arxiv_id, observed 2026-05-11T09:36:11.031717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T15:54:59.122635Z digest=sha256:f22f906bcbf5a21ec8139ee6f1ac4c75b27761d8ae83640552d22caf9e92e289

Observation 2b64557c-f11a-424e-9e12-91e6e8438793 · inbound

Characterizing Model-Native Skills cites this paper.

Characterizing Model-Native Skills AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 17

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verified exact
arxiv_id, observed 2026-05-10T06:06:19.513926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-10T05:42:49.694715Z digest=sha256:65b4b03b01fa60a1900cca034ea72a68681b49627287f8bd0b584a05ca2b50f8

Observation b737919f-43cd-4414-a0f2-9adc503ff3bf · inbound

ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System cites this paper.

ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 3

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metadata mismatch
arxiv_id, observed 2026-05-11T12:16:03.221722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:01:48.254524Z digest=sha256:0f5c3401ee206770aebbfc358be654c18ee1d46a28b33dabf8a605837664ad3f

Observation a42ba0d1-3772-42ec-9b14-4212bf1be01b · inbound

STAR-Teaming: A Strategy-Response Multiplex Network Approach to Automated LLM Red Teaming cites this paper.

STAR-Teaming: A Strategy-Response Multiplex Network Approach to Automated LLM Red Teaming AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 60

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verified exact
arxiv_id, observed 2026-05-11T12:46:02.591173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-10T03:06:21.624159Z digest=sha256:a810f8bcce45255bca89007f61b41ca5e434fc895e4e47ac58e01a42ce3b7e83

Observation eba65cc3-7010-4ce8-a543-433336ead8bf · inbound

ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming cites this paper.

ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:55:32.373357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T19:16:21.173184Z digest=sha256:365ff0df49cb2753a175ab1511c22ebd4da511ba7ca966a9b235f350333cbd30

Observation 2844f5fb-83bd-4896-a672-56ecdf882e47 · inbound

On the Hardness of Junking LLMs cites this paper.

On the Hardness of Junking LLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:21:10.117605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T17:38:32.028947Z digest=sha256:3dbb1520ed9811d66904cd23a3f7184d36ce3453c7bf839c38ad65dbcbffcff7

Observation 5cc8c764-e315-4085-a901-77b0135683b7 · inbound

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI cites this paper.

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:56:19.344107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T07:39:44.265643Z digest=sha256:f8c76eeae79610b73454c677e4179c3bdacf8e6951fa79d31c4ee87d513f2b86

Observation 7139b5ec-bdb0-4220-a632-17939ffdca87 · inbound

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI cites this paper.

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:56:25.998345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T01:32:51.091173Z digest=sha256:4da33ec8b66abae955e56103cb4a968ede23d4c87d1135a09b8e698c96af93a7

Observation ac703452-58c4-4979-85b5-2173cf2c37ec · inbound

Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing cites this paper.

Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 86

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verified exact
arxiv_id, observed 2026-05-12T05:51:27.472985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-12T04:50:08.866969Z digest=sha256:9a03d930e5e446adb77db567a3e6a3f843f87534aabef61b391fd377c764ed7a

Observation 861629ff-3c98-404d-8335-b178b06c7ce3 · inbound

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations cites this paper.

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 185

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:17:56.262273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-14T20:13:10.814899Z digest=sha256:5ba994bdf677fdb3a6c1f363688cea093a49a04916302f7b529bb6da8a8c1ad3

Observation 7993213f-8d59-4953-a3f2-cd4ac573b187 · inbound

ADR: An Agentic Detection System for Enterprise Agentic AI Security cites this paper.

ADR: An Agentic Detection System for Enterprise Agentic AI Security AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:18:18.212118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-20T13:17:59.293695Z digest=sha256:8625eba4ef01476e538bed8309880623d9d3a32e24a07edfb0ac307215ef7535

Observation 14064216-d2db-4f33-9971-312262f43cf2 · inbound

DarkLLM: Learning Language-Driven Adversarial Attacks with Large Language Models cites this paper.

DarkLLM: Learning Language-Driven Adversarial Attacks with Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-20T18:33:37.896661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-20T18:31:48.770507Z digest=sha256:36485bbe853b0682c43978045896d3ce1fedd164fa280199a129b7284f73f266

Observation b87c3166-0dbf-414f-b89e-d560ea459596 · inbound

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models cites this paper.

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:49:35.474867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T04:48:19.926845Z digest=sha256:9651bc2c3748e5ca66f7040ffc09da7181c602824f4a2bdc01d50186cb801332

Observation 7c16dbd4-1718-4ccc-9a21-1ba481e178c7 · inbound

Adversarial Reframing: A Framework for Targeted Generation in Language Models cites this paper.

Adversarial Reframing: A Framework for Targeted Generation in Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:36:21.042903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:35:51.862736Z digest=sha256:fb486a6825f4fe4aa65324301d4e0e37fae0e37f7dd6fe389ac68294a322b36a

Observation ef6251bc-566b-41e5-bcc2-138a1c31208f · inbound

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs cites this paper.

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-02T04:16:34.669932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T09:21:57.373862Z digest=sha256:2482834b36017575839598053e4f9315b3c6d9823e757adbc1ec88e7dc949880

Observation 90b33e95-f16d-41e8-ab1b-6f8cebf37f8c · inbound

Korean Culture into LLM Alignment: Toward Cultural Coherence cites this paper.

Korean Culture into LLM Alignment: Toward Cultural Coherence AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.337980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-27T22:32:20.687022Z digest=sha256:74ba5d9401c8eff7e59d65826d88b4aa234b34d1c097f7b1b87363783ea392ea

Observation e4365639-ad87-4913-9961-73a4d9fab176 · inbound

Runtime Skill Audit: Targeted Runtime Probing for Agent Skill Security cites this paper.

Runtime Skill Audit: Targeted Runtime Probing for Agent Skill Security AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-06-27T09:30:46.528515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-27T09:28:48.695776Z digest=sha256:1a949129a4ed27f06790668ea4f8cea83ebe3d2ce440d391714f3489d63e291d

Observation eee5c730-7901-4509-8056-26d6f56aca17 · inbound

FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming cites this paper.

FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 49

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T04:09:34.740713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T17:11:40.088809Z digest=sha256:01387769d77e421d1c07228ad7504bde7456e076905b0fa566de0b3bce9c97d7

Observation b7e2f51d-7c24-44b7-85d6-d2951cdad73e · inbound

Distributed Quality-Diversity Search for Toxicity in Large Language Models cites this paper.

Distributed Quality-Diversity Search for Toxicity in Large Language Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:00:04.619658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-25T22:12:27.301100Z digest=sha256:5cebf3e535320ccef757add49414e85b1cf219d136ed7c761bbeb8ec2561ff5c

Observation 5650bdb6-1ed1-496c-8f9a-36737bb7c2b2 · inbound

Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL cites this paper.

Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-11T23:37:54.128572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T23:37:54.128572Z digest=sha256:2f4c30c3cec506651ac6a1dcf7757353307f38d0816b77e9ee1f9555ad890661

Observation f68d1564-7e93-463c-a149-57ccdd4cd73f · inbound

TYPO: Instruction-Dense Visual Jailbreaks against Commercial Closed-Source Image-Generation Models cites this paper.

TYPO: Instruction-Dense Visual Jailbreaks against Commercial Closed-Source Image-Generation Models AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 68

Resolution
unresolved
no resolver link, observed 2026-07-31T09:23:52.512490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:23:52.512490Z digest=sha256:4f73949501a8a272b3744b4deb4474352838eefc4d724d7c286551b177183734

Observation 70de2287-057c-4e6c-b66c-db808db69336 · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-03T00:55:24.449101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T00:55:24.449101Z digest=sha256:8c4a7ee3fde474965546d5376eaac076bc67484561e78f475d513abde4486fb5

Observation a09827e2-9353-438c-b32e-d3a5b81cef8b · inbound

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination cites this paper.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 133

Resolution
unresolved
no resolver link, observed 2026-08-07T00:14:48.580356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.580356Z digest=sha256:0400f83f82be283f5aeb884b6d0e3b7ef97ef1304466595f81b699a026aef734