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Paper Citation Record · LEDGER

An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.11313.

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

pith.paper-citation-record.v1
2408.11313 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

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

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:35:59.460659Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:42:34.221737Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6a3a682e-b897-4adf-9041-a885df213db2 · inbound

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety cites this paper.

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

Reference 98

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:42:34.224637Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-23T04:39:04.591722Z digest=sha256:d3a8d610e8e089a113b60ff391bd99fa07591e2d40936fc9fcabaad2800466a5

Observation 10569917-1464-46c5-a4ef-90a43b49dad7 · inbound

TokenProber: Jailbreaking Text-to-image Models via Fine-grained Word Impact Analysis cites this paper.

TokenProber: Jailbreaking Text-to-image Models via Fine-grained Word Impact Analysis An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T22:35:59.460659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:35:59.460659Z digest=sha256:159c8cde98cf190427d1293afe294e663faaa6c405de1db3177e8c34f0405bf9

Observation efca184c-6882-477e-9c7a-1e48b2cfd1c0 · inbound

From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem cites this paper.

From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-15T19:45:09.864656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:45:09.864656Z digest=sha256:4a41700785c088ea87163712835d5ac7b4f7c684b181e0a06b73a21559004eb3

Observation e85e7101-3843-4e80-add1-78c684ca5905 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

Reference 119

Resolution
unresolved
no resolver link, observed 2026-08-04T20:55:41.560227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:55:41.560227Z digest=sha256:a738dc7f78a4dd14883ddf28b822fe6217c44066cb6acfd09dbf5f8b96e63cc7

Observation dc745b0d-06b8-4b6d-aa5d-f51d89c7c6e0 · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-04T09:25:43.691276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:25:43.691276Z digest=sha256:1c89184365aa1189200b5458c426b411bfea5823eaf12d0cd578b6a9bdd2d4f4