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Paper Citation Record · LEDGER

LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.10838.

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

pith.paper-citation-record.v1
2505.10838 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:40:45.239429Z

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

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

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 96604676-e465-415a-8d7b-14ad7da08157 · inbound

Echoes of Human Malice in Agents: Benchmarking LLMs for Multi-Turn Online Harassment Attacks cites this paper.

Echoes of Human Malice in Agents: Benchmarking LLMs for Multi-Turn Online Harassment Attacks LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T09:40:45.239429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:40:45.239429Z digest=sha256:873f419f97cd57fa17ff6255d59f9aa2df7d3ed2d4937b27406972187a1497ca

Observation 3ac00727-fbd8-40b5-9a4f-c40f5e92ecdf · inbound

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

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

Reference 75

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T20:17:56.372026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-14T20:13:10.814899Z digest=sha256:c7869a53eb4f9bf8cfd07bccd1acc158ac266a07fb6220e002a0b6b3a1148ae6

Observation 3511bb0f-cefa-4b94-808f-cd4bb9419a47 · 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 LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:49:35.512077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-21T04:48:19.926845Z digest=sha256:a8bab4618dbc00d27d22a253d405e9ae75e33643fd28106ecc0fcd2d635ff469