Paper Citation Record · LEDGER

Sentinel: SOTA model to protect against prompt injections

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.05446.

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

pith.paper-citation-record.v1
2506.05446 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:30:14.284471Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy18
unresolved7
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a785b5d6-6afa-49e3-9432-b1f43fa1d222 · outbound

This paper cites Is your prompt safe? investigating prompt injection attacks against open-source llms.

Sentinel: SOTA model to protect against prompt injections Is your prompt safe? investigating prompt injection attacks against open-source llms

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.099533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15597410-5c50-47e9-8d40-068e0e986daf · outbound

This paper cites alespalla/chatbot_instruction_prompts dataset.

Sentinel: SOTA model to protect against prompt injections alespalla/chatbot_instruction_prompts dataset

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.892925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f47547fc-3f27-40c9-9dd2-5708ded66ad9 · outbound

This paper cites Evolving security in llms: A study of jailbre ak attacks and defenses.

Sentinel: SOTA model to protect against prompt injections Evolving security in llms: A study of jailbre ak attacks and defenses

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.117185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f83d42f-7862-433c-867d-d70730f10bfa · outbound

This paper cites answerdotai/ModernBERT-large model card.

Sentinel: SOTA model to protect against prompt injections answerdotai/ModernBERT-large model card

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.860773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a618e34b-a73e-4327-9a65-031e645524c2 · outbound

This paper cites Flashattention: Fast and memory- efﬁcient exact attention with io-awareness.

Sentinel: SOTA model to protect against prompt injections Flashattention: Fast and memory- efﬁcient exact attention with io-awareness

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.844961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca1fc77a-b177-44a1-8e02-0aa8bc01023e · outbound

This paper cites deepset/prompt-injections dataset.

Sentinel: SOTA model to protect against prompt injections deepset/prompt-injections dataset

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.828105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 36cf2831-847b-4747-ad85-25283424681c · outbound

This paper cites Not what you’ve signed up for: Compromising real-world llm-integra ted applications with indirect prompt injection.

Sentinel: SOTA model to protect against prompt injections Not what you’ve signed up for: Compromising real-world llm-integra ted applications with indirect prompt injection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.812551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eeb39c1a-fb04-4026-b632-0780350dc5ae · outbound

This paper cites Deberta: Decoding-enhanced bert with disen- tangled attention.

Sentinel: SOTA model to protect against prompt injections Deberta: Decoding-enhanced bert with disen- tangled attention

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.797034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87ecb4d9-9701-4136-98fa-3776bfe3a296 · outbound

This paper cites WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models.

Sentinel: SOTA model to protect against prompt injections WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.174388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b60db51-a348-4dd8-ab54-2d3f1058cce3 · outbound

This paper cites lmsys/toxic-chat dataset.

Sentinel: SOTA model to protect against prompt injections lmsys/toxic-chat dataset

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.762653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5493f8f4-21d2-423c-86b0-29dea653c5d1 · outbound

This paper cites jackhhao/jailbreak-classification dataset.

Sentinel: SOTA model to protect against prompt injections jackhhao/jailbreak-classification dataset

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.780233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19c8f7a4-be45-4a0b-9f1e-11bfd713d954 · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

Sentinel: SOTA model to protect against prompt injections Ignore Previous Prompt: Attack Techniques For Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.208816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5219a31-1cc0-4868-8f1b-5401e327c0a6 · outbound

This paper cites protectai/deberta-v3-base-prompt-injection model card.

Sentinel: SOTA model to protect against prompt injections protectai/deberta-v3-base-prompt-injection model card

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.707546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 466162a8-1efb-4875-95f0-ff871ed7fc01 · outbound

This paper cites microsoft/orca-agentinstruct-1M-v1 dataset.

Sentinel: SOTA model to protect against prompt injections microsoft/orca-agentinstruct-1M-v1 dataset

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.743259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9adac95b-f1e8-4e6f-8224-760702f8c631 · outbound

This paper cites OpenSafetyLab/Salad-Data dataset.

Sentinel: SOTA model to protect against prompt injections OpenSafetyLab/Salad-Data dataset

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.725493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f2b431c-f6ca-4663-aa5d-53dde6c066b0 · outbound

This paper cites Do Anything Now.

Sentinel: SOTA model to protect against prompt injections Do Anything Now

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.599732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5e13ef1-37ee-4912-b75c-db6dbf3a108c · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Sentinel: SOTA model to protect against prompt injections RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.263630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4136c42e-431c-4f72-8098-676f054e0c0b · outbound

This paper cites protectai/deberta-v3-base-prompt-injection-v2 model card.

Sentinel: SOTA model to protect against prompt injections protectai/deberta-v3-base-prompt-injection-v2 model card

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.690626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28a7cdaf-448b-4325-b59c-a0f570b5a47e · outbound

This paper cites qualifire/Qualifire-prompt-injection-benchmark Dataset.

Sentinel: SOTA model to protect against prompt injections qualifire/Qualifire-prompt-injection-benchmark Dataset

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.672057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 51adcf6a-515d-402c-a6ea-037be425012c · outbound

This paper cites qualifire/prompt-injection-sentinel Model Card.

Sentinel: SOTA model to protect against prompt injections qualifire/prompt-injection-sentinel Model Card

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.653353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 095ff15e-c1ab-4af1-b509-1dd858ea3224 · outbound

This paper cites reshabhs/SPML-Chatbot-Prompt-Injection dataset.

Sentinel: SOTA model to protect against prompt injections reshabhs/SPML-Chatbot-Prompt-Injection dataset

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.617335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 529255d9-c581-4388-b052-27358ba9f867 · outbound

This paper cites VMware/open-instruct dataset.

Sentinel: SOTA model to protect against prompt injections VMware/open-instruct dataset

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.582542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1bf8fcfb-e97f-4f87-a270-a0b38866436b · outbound

This paper cites an unresolved cited work.

Sentinel: SOTA model to protect against prompt injections Unresolved cited work

Reference 31

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T10:30:14.876023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72ddb75a-7e99-45e4-914b-9b55344d81f7 · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

Sentinel: SOTA model to protect against prompt injections Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.279458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533e6e12-6ca0-4dc5-a089-090fc9c83eed · outbound

This paper cites OET: Optimization-based prompt injection Evaluation Toolkit.

Sentinel: SOTA model to protect against prompt injections OET: Optimization-based prompt injection Evaluation Toolkit

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:14.284471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f13127-a63d-49d0-992b-0b8d4b1299ff · outbound

This paper cites Please update URL if it changes.

Sentinel: SOTA model to protect against prompt injections Please update URL if it changes

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:30:14.634733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.