Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:36:15.248552Z
Paper Citation Record · LEDGER
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework
As of 21 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2505.18172.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
6 of 6 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved5
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6beaf93c-dcf3-444d-b502-f11169d5a586 · outbound
This paper cites Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:36:15.223437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71cd4eda-7962-4309-af21-f4e019217f80 · outbound
This paper cites Red-Teaming for Generative AI: Silver Bullet or Security Theater?.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework Red-Teaming for Generative AI: Silver Bullet or Security Theater?
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:36:15.228572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adcc0633-faa9-4eaa-ba80-8083bb30bb8b · outbound
This paper cites SurrogatePrompt: Bypassing the Safety Filter of Text-to-Image Models via Substitution.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework SurrogatePrompt: Bypassing the Safety Filter of Text-to-Image Models via Substitution
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:36:15.232968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44ae3983-ca49-48bf-b32c-662942dc61bf · outbound
This paper cites SneakyPrompt: Jailbreaking Text-to-image Generative Models.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework SneakyPrompt: Jailbreaking Text-to-image Generative Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:36:15.237621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88fcd084-e6be-40c9-99bf-5b36413b2d47 · outbound
This paper cites SPML: A DSL for Defending Language Models Against Prompt Attacks.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework SPML: A DSL for Defending Language Models Against Prompt Attacks
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:36:15.243888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b62e853-d243-4321-af57-7a6cce51af45 · outbound
This paper cites UA O ] e R]U 'A @RVV&wͅ9s @ +p >w^VbZ= ]rc #fep e4s; @ @ @ fG`o\蜝 r @ @ @+W, Ñpx @ @ @ R 3ϵm( N 6.
GenAI Security: Outsmarting the Bots with a Proactive Testing Framework UA O ] e R]U 'A @RVV&wͅ9s @ +p >w^VbZ= ]rc #fep e4s; @ @ @ fG`o\蜝 r @ @ @+W, Ñpx @ @ @ R 3ϵm( N 6
Reference 6
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-15T21:36:15.471704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.