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Paper Citation Record · LEDGER

JavelinGuard: Low-Cost Transformer Architectures for LLM Security

As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2506.07330.

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

pith.paper-citation-record.v1
2506.07330 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:25.552737Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:05:08.411286Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:46:19.226413Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7100632c-ff3f-474d-990f-65599ab8012a · outbound

This paper cites Get my drift? Catching LLM Task Drift with Activation Deltas.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Get my drift? Catching LLM Task Drift with Activation Deltas

Reference 1

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.315260Z digest=sha256:05641ef3e21bc547b1d19a4ca4da6d134f2b4611fa6487d39f6402fa483985b2

Observation 96ebaf00-672b-4d55-be47-85964245d851 · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 2

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source=arxiv_source observed=2026-08-07T05:41:25.319900Z digest=sha256:037ab14143e23d8a48832a1a2a500dd76649b5253072ee4e27716186d996cd8e

Observation ca91e754-c95b-4559-a478-edc26ac4d113 · outbound

This paper cites Longformer: The Long-Document Transformer.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Longformer: The Long-Document Transformer

Reference 3

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source=arxiv_source observed=2026-08-07T05:41:25.323891Z digest=sha256:9570a9d80fb0fd95ae0315dddd5af19f47ab03b9733171d80f12841bc24d34ed

Observation 9567dc39-c0be-4ab2-a78f-14ba55a4a456 · outbound

This paper cites EuroBERT: Scaling Multilingual Encoders for European Languages.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security EuroBERT: Scaling Multilingual Encoders for European Languages

Reference 4

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source=arxiv_source observed=2026-08-07T05:41:25.328485Z digest=sha256:534ace3950e87180c1328fbee41c1f6adc683921915ffca6d6e0e0dd451ed83c

Observation 91b0a6d3-d12f-4175-8ce8-cf477bd835c9 · outbound

This paper cites NeoBERT: A Next-Generation BERT.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security NeoBERT: A Next-Generation BERT

Reference 5

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source=arxiv_source observed=2026-08-07T05:41:25.332545Z digest=sha256:87686c0a5227e5ecc0db08b4781384c1dd1da09819a5f1f3e4f29ca4aefc387e

Observation 678082c1-45cf-4324-a007-99bccd950c09 · outbound

This paper cites Pappas, and Eric Wong.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Pappas, and Eric Wong

Reference 6

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source=arxiv_source observed=2026-08-07T05:41:25.336740Z digest=sha256:625089ce3bb4b7bfe4935efe9d950d86ed7854eadcff35639a6e6f8e9ea1991f

Observation 6277d0de-5d2c-4458-bb27-da4173afcf3d · outbound

This paper cites Defense Against Prompt Injection Attack by Leveraging Attack Techniques.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defense Against Prompt Injection Attack by Leveraging Attack Techniques

Reference 7

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source=arxiv_source observed=2026-08-07T05:41:25.340870Z digest=sha256:6de636dba54ca03288fa256fbc28d2973ae98b5d6ade4129866d5f7902688d42

Observation a960944a-cdbe-4137-8087-c0fdfa07eae6 · outbound

This paper cites Rethinking Attention with Performers.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Rethinking Attention with Performers

Reference 8

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source=arxiv_source observed=2026-08-07T05:41:25.345503Z digest=sha256:e00554b60e42bc37a76e4688badbd9cbbe96421dc738d9f3fc4b00d69ffd77ce

Observation cace89d0-a430-42c3-b66f-0ebdada37f3f · outbound

This paper cites Deepset prompt injection guardrail, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Deepset prompt injection guardrail, 2024

Reference 9

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raw_fallback, observed 2026-08-07T05:41:26.306114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.349610Z digest=sha256:aac15e1099bb93078bfa4f498c443f96f5834b21855aac923581c2b1dc5869c1

Observation 918f6875-290b-45de-aa05-f5e0aacc7e4e · outbound

This paper cites Duoguard: A two-player rl-driven framework for multilingual llm guardrails, 2025.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Duoguard: A two-player rl-driven framework for multilingual llm guardrails, 2025

Reference 10

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source=arxiv_source observed=2026-08-07T05:41:25.353875Z digest=sha256:16533768e63a997a37425152d1c6a3c7bd70da99d7d9cd36f20477458e624e7a

Observation 5996d375-da0b-47e3-a050-ed7eec657248 · outbound

This paper cites garak: A Framework for Security Probing Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security garak: A Framework for Security Probing Large Language Models

Reference 11

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source=arxiv_source observed=2026-08-07T05:41:25.356935Z digest=sha256:79a7d72aba710b1aa64d27b83e861d9fbec7ae8be4fd75f5eaf9d6f27ab4e42b

Observation e17ad33d-2543-4776-a32d-89b0a4ddd171 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

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source=arxiv_source observed=2026-08-07T05:41:25.361264Z digest=sha256:dd62414fe9b35495b936d192be11c465cfc69134fa9c8376c6d183940099e64f

Observation a876e8a2-bd42-41ed-8c37-11b70302d15c · outbound

This paper cites A wolf in sheep's clothing: Generalized nested jailbreak prompts can fool large language models easily, 2023.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security A wolf in sheep's clothing: Generalized nested jailbreak prompts can fool large language models easily, 2023

Reference 13

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source=arxiv_source observed=2026-08-07T05:41:25.365277Z digest=sha256:19f5197ef4db4c05ef937fe252a40a2ea2f488d1774869b0d6d05ad1b830c9db

Observation 2d70c8ca-0dca-434a-a684-49d64b523cee · outbound

This paper cites h4rm3l: A language for Composable Jailbreak Attack Synthesis.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security h4rm3l: A language for Composable Jailbreak Attack Synthesis

Reference 14

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source=arxiv_source observed=2026-08-07T05:41:25.368455Z digest=sha256:fac8e3f3bb0c7c12d276cea69b65b5f7089cea8c1e18d23034d21a5be6443ece

Observation 0008caae-1c81-43a3-b732-85fcafad3a51 · outbound

This paper cites Fmops prompt injection guardrail, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fmops prompt injection guardrail, 2024

Reference 15

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raw_fallback, observed 2026-08-07T05:41:26.289650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.372778Z digest=sha256:17d143fc5760b53f30aa359a104c3891e0c737f4f49d37bd05de8b743ea8a90d

Observation 65c83966-1ce6-4228-bb4b-5cfabc2683bf · outbound

This paper cites Improved Large Language Model Jailbreak Detection via Pretrained Embeddings.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Improved Large Language Model Jailbreak Detection via Pretrained Embeddings

Reference 16

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source=arxiv_source observed=2026-08-07T05:41:25.376227Z digest=sha256:0aac6ef92b5cd3884dbd288cc1577dca13c814cd404a540140d7033e98709588

Observation 9a02c637-236b-48bc-9429-84998efa3c15 · outbound

This paper cites AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts

Reference 17

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source=arxiv_source observed=2026-08-07T05:41:25.380511Z digest=sha256:fd002dd52a705d363ae89cc20f12594bb127fecdfeb3904d8db79ef5b2a98ab5

Observation 79cd9546-390d-4c6a-87c8-04a900acd5fb · outbound

This paper cites The Llama 3 Herd of Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security The Llama 3 Herd of Models

Reference 18

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source=arxiv_source observed=2026-08-07T05:41:25.384612Z digest=sha256:dee498edc28cb3b10e36e3e49afc9456fa5d1648c67e59e4d2c00f6e15522001

Observation 380c2f49-cae7-41c3-8a19-2e3546abfedc · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 19

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source=arxiv_source observed=2026-08-07T05:41:25.389280Z digest=sha256:0eaf8a30fad5b0e8bf5c4aa25ac586b3bf07cac2a3506f33e9d6398d867fe2ae

Observation 139aa9e9-ccfe-4153-a64b-c272d21b0447 · outbound

This paper cites WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Reference 20

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source=arxiv_source observed=2026-08-07T05:41:25.392879Z digest=sha256:e796b9e0d18acd988482fb1e98b1f75bb93e7079c946c7a1e16031a3e2d66ddb

Observation 3bfc8f48-a756-45a1-9d77-45534fa3abc8 · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 21

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source=arxiv_source observed=2026-08-07T05:41:25.397072Z digest=sha256:138d0695145fc40a9b99b984e881201b69b07d7353af5a5b61acdc30812f97e5

Observation ad7c973f-bb55-4516-a42c-b4caed499c07 · outbound

This paper cites Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation

Reference 22

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source=arxiv_source observed=2026-08-07T05:41:25.400701Z digest=sha256:cdbe3459109e677093fa13274e05df01e86dde5c0912a204efe2afafca693006

Observation 51fc5fdb-b481-4602-85ef-d9687a80ef8b · outbound

This paper cites Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization

Reference 23

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source=arxiv_source observed=2026-08-07T05:41:25.404633Z digest=sha256:0b99bccf1b79d4c4c3f22da10a24ace8d07c071e15aa0244e2bbc2004033dc88

Observation 2cb4d93b-ad9b-4a88-a555-149af2568ed9 · outbound

This paper cites Best-of-N Jailbreaking.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Best-of-N Jailbreaking

Reference 24

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source=arxiv_source observed=2026-08-07T05:41:25.408036Z digest=sha256:7a8c6ed1ff1e0e9709ee0106c5b95e27242a28e22277d5dfa293fd629256f9c7

Observation 9bb5367b-8781-4928-bfc9-7a99b2465ab7 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 25

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source=arxiv_source observed=2026-08-07T05:41:25.411365Z digest=sha256:7baf8e1175c7ed8537c9207bc035ae277d06660cf1c78b4b896e6ed926e1fe22

Observation b9e816b9-6a8f-421f-a1db-9f3116b1adee · outbound

This paper cites Robust Safety Classifier for Large Language Models: Adversarial Prompt Shield.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Robust Safety Classifier for Large Language Models: Adversarial Prompt Shield

Reference 26

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source=arxiv_source observed=2026-08-07T05:41:25.415816Z digest=sha256:14bb87e94975bd7073de7ae3f9e1bef59b17c16950455e90865a6f732a5741dc

Observation 410026cd-3f9f-4d39-9f22-e2c59ed3f11c · outbound

This paper cites Lakera-guard, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Lakera-guard, 2024

Reference 27

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raw_fallback, observed 2026-08-07T05:41:26.279215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.419706Z digest=sha256:7684b0e9fc43d0796c36e54aaa199f4688554fdb62f6d4a8601245355e3ab255

Observation 2b4a2a08-6a1f-44f4-8243-56230774416b · outbound

This paper cites InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models

Reference 28

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source=arxiv_source observed=2026-08-07T05:41:25.422926Z digest=sha256:83686ece296f01233b713fa95bb5d4bff5e1ab2879c4a6ff3e0f59ed97246dab

Observation afdd77a0-996b-4739-bb66-7546694a0b4e · outbound

This paper cites SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models

Reference 30

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source=arxiv_source observed=2026-08-07T05:41:25.431089Z digest=sha256:30f560e9c0a2798e217e5defa5ac4a4fd1ed33fb9dd5cf0d1de5e92bf44af51d

Observation 330eef9b-b172-4600-80f0-212d3ba113d2 · outbound

This paper cites Toxicchat: Unveiling hidden challenges of toxicity detection in real-world user-ai conversation, 2023.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Toxicchat: Unveiling hidden challenges of toxicity detection in real-world user-ai conversation, 2023

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.435516Z digest=sha256:9a68e01b10d3bf65a367ae072846717c1236d8f8f92d4128b8bff0c07b8b745a

Observation ac873b87-a630-4489-9957-ac37cca69be5 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Lost in the Middle: How Language Models Use Long Contexts

Reference 32

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source=arxiv_source observed=2026-08-07T05:41:25.439015Z digest=sha256:8eb70801482435fc255f09b820275b1c9a432dca39a948264fb24b90414e9627

Observation 3afdebdd-3f5e-4b72-9cbc-eccb2bbb06a5 · outbound

This paper cites Automatic and Universal Prompt Injection Attacks against Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Automatic and Universal Prompt Injection Attacks against Large Language Models

Reference 33

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source=arxiv_source observed=2026-08-07T05:41:25.442964Z digest=sha256:dfa62a4df6787690c4df5fdb1135cef1013a8cb2acd67481016b002560338df8

Observation f7345811-4137-43a4-b338-a49484f5d123 · outbound

This paper cites Formalizing and benchmarking prompt injection attacks and defenses, 2024 b.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Formalizing and benchmarking prompt injection attacks and defenses, 2024 b

Reference 34

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source=arxiv_source observed=2026-08-07T05:41:25.446488Z digest=sha256:97cf98b36febab1a9d99437985494853a05606b16c64621892890c2ebb613459

Observation 2b375a34-9b3e-4932-a5e8-e17de067a432 · outbound

This paper cites Promptguard prompt injection guardrail, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Promptguard prompt injection guardrail, 2024

Reference 35

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raw_fallback, observed 2026-08-07T05:41:26.256759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.450555Z digest=sha256:7999ff19e0a604b0fb05ba377b6030e87e95a54048a48b1d9b9eb9426324fd08

Observation e45241f8-8ebd-45f5-b39e-5051199e0250 · outbound

This paper cites Granite Guardian.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Granite Guardian

Reference 36

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source=arxiv_source observed=2026-08-07T05:41:25.455039Z digest=sha256:903eba11872bcf29a832673eb5af9b7b83622fd498e834b743b9001f6a33d39a

Observation 3b212c15-719f-48a6-b0fc-ead3d45c34d3 · outbound

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

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Ignore Previous Prompt: Attack Techniques For Language Models

Reference 37

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source=arxiv_source observed=2026-08-07T05:41:25.458988Z digest=sha256:376b40f35fa16b82cd310dcb1bb80166588b06bca332456d453ea060e82edbf6

Observation 31b87016-bfe2-4f07-b9ae-fa4a118254d0 · outbound

This paper cites Fine-tuned deberta-v3-base for prompt injection detection, 2024 a.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuned deberta-v3-base for prompt injection detection, 2024 a

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:26.244784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.462947Z digest=sha256:aa72211151daaa50e551394b44dae050b52f02cd6a6a79def081697d50fc19e0

Observation 2e629842-48bc-48f9-8fe6-206a3523b2d6 · outbound

This paper cites Fine-tuned deberta-v3-base for prompt injection detection, 2024 b.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuned deberta-v3-base for prompt injection detection, 2024 b

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:26.232332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.466333Z digest=sha256:cb5d87bfb99acef70862c8a1c58199d62fbbaeba76c92d595ed91aa960aed33f

Observation 529f57a7-1efa-43c9-9fa3-97c2cedc1141 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.469886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.469886Z digest=sha256:83bc392d45ea6ef5b25ee0b56d83368092390f6e6a0c5c415a2b0972582af0ab

Observation aaef1318-e025-4719-b3e6-875569d1de59 · outbound

This paper cites NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.473951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.473951Z digest=sha256:540ff7dc9271a2fd83db9e58ac23bc6bb5887160978f99140038b7e84776cb48

Observation 35009d95-66aa-4b6f-83aa-3f26744e32df · outbound

This paper cites Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.478376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.478376Z digest=sha256:6029539dd6232b21fbd3233569f367f41d4e920e5740ef6410341a4a112aa180

Observation 041865a1-7169-4108-9207-5d1b3a5aee40 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.482732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.482732Z digest=sha256:379e9c43c1a773a24bb4f37c1f324bea0178ef6366259a5388f909afcbf43cb8

Observation d8030e0e-bc31-409a-b35c-b78a0376e43a · outbound

This paper cites ``Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security ``Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:26.222484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.486154Z digest=sha256:a4f9790f2cba4a5059f1ff930188f6356307a2c63b8b7f8c3cd5f5dff5c784ab

Observation f2c8128a-0674-4de9-b909-8351da0a6d26 · outbound

This paper cites Optimization-based Prompt Injection Attack to LLM-as-a-Judge.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Optimization-based Prompt Injection Attack to LLM-as-a-Judge

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.489612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.489612Z digest=sha256:51e9c14622e6df122382a2edeca8c0073b1176601724dc13a5e2f95459bff5a3

Observation dbedd655-a9e4-41ac-ac32-99b06d2f84fb · outbound

This paper cites A party of foundation models, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security A party of foundation models, 2024

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:26.211891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.493704Z digest=sha256:b4254ff4220222fe2bea3652e26b2256a72e22518c1899476b571a34f06f2ccd

Observation e6ce1a9c-425f-482a-945f-f58f49547b5d · outbound

This paper cites Alert: A comprehensive benchmark for assessing large language models' safety through red teaming, 2024.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Alert: A comprehensive benchmark for assessing large language models' safety through red teaming, 2024

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.497130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.497130Z digest=sha256:93b62918e022ef55f552ed343c138413e3d3869343a6a2fba86d7091a755bc89

Observation b71b49a1-7392-4df8-80af-f4a4e28d0588 · outbound

This paper cites Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.500880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.500880Z digest=sha256:4e85b000b15deb4c949099a5d8605936563c8a8ffcc3f19f60913cb798f8ead1

Observation f53a5bc6-f00d-4a81-87a5-1bc33515624c · outbound

This paper cites Safeguarding Crowdsourcing Surveys from ChatGPT with Prompt Injection.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Safeguarding Crowdsourcing Surveys from ChatGPT with Prompt Injection

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.504822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.504822Z digest=sha256:8119dea06309746b23d819e22c874db4daf06c4378eff6aa6ab195159d483fd7

Observation d4713d05-f5a1-4f04-ac63-5a6e06c47832 · outbound

This paper cites Defending LLMs against Jailbreaking Attacks via Backtranslation.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defending LLMs against Jailbreaking Attacks via Backtranslation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.509264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.509264Z digest=sha256:229d44aaedaa335e6ff8817971df17b242c8362a75e2fad61857a5cb1ef16c82

Observation 31fee075-afa3-4a8a-b3e1-2d7eeb518f39 · outbound

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

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.514146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.514146Z digest=sha256:79420f427cc0c2ff39545973f7916ebf67de1096baad4ee7a0e42bde561ad58d

Observation 3e864e9e-421f-4698-a545-2841e7642b3f · outbound

This paper cites Jailbroken: How Does LLM Safety Training Fail?.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Jailbroken: How Does LLM Safety Training Fail?

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.517829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.517829Z digest=sha256:729f680d7446654825b7050e7767401e826bb08aaa3e91cff5e98eda6908e4c3

Observation 45aae516-53f2-4d72-86fc-0dc9f1494bd5 · outbound

This paper cites an unresolved cited work.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.522448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.522448Z digest=sha256:29d5861ef1cf12d0ed0560dc4d1eef5fc2c5874fe22c7d56b3f4c209ba2bce57

Observation 1885a77b-acf8-4ed0-bd2d-6a19a4d708c2 · outbound

This paper cites Fundamental Limitations of Alignment in Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fundamental Limitations of Alignment in Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.526186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.526186Z digest=sha256:11ff71492a40c3685c86e38622e679f72de227e6b6c2421e76f8e5edaedb40af

Observation b0693264-866e-4e60-9f8e-589c4dda26a7 · outbound

This paper cites Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.529733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.529733Z digest=sha256:cf568ecdc06361a1225d3e3601382441f4f37de78870910dfbdc73ec4fd7a105

Observation 45cea3df-5075-46fc-a1fc-386817c55935 · outbound

This paper cites LLM-Fuzzer : Scaling assessment of large language model jailbreaks.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security LLM-Fuzzer : Scaling assessment of large language model jailbreaks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:26.187261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:41:25.533385Z digest=sha256:e2e2bed74a31b9af02a643ad1b3ca4502c713e7d541a8d8fee775f0171a1097e

Observation b22dcf5c-983d-4bf2-a0dd-31adf20acd47 · outbound

This paper cites ShieldGemma: Generative AI Content Moderation Based on Gemma.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security ShieldGemma: Generative AI Content Moderation Based on Gemma

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.536496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.536496Z digest=sha256:15d8327e8546dc81b77c87cb99e3008775dd8c4db1d3e7f67113864d09b31bd3

Observation e9bf3071-677e-4ee8-b44e-00b3661b94b0 · outbound

This paper cites InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.540312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.540312Z digest=sha256:50941eca8a08687945f945dfbc6fedaa6f84c52d391804cc69e602fa159d3168

Observation cf5e83f1-5c39-4c93-8e80-7d2b2bd3d55f · outbound

This paper cites Defending Jailbreak Prompts via In-Context Adversarial Game.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defending Jailbreak Prompts via In-Context Adversarial Game

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.544626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.544626Z digest=sha256:dba5b10579e7da44977c1301fbbcb952cc8f5fb153ef1643251c81d68857ff9c

Observation 492e0e5a-2a9e-403c-ad88-6b7f8e6e2492 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.548660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.548660Z digest=sha256:65f68eed00c25f83b83a3379c4dcc6f9d693ee9280aeacdad5fc516c919436a6

Observation 09c7b8f0-600e-4068-9bc2-b468114b3fc6 · outbound

This paper cites Improving Alignment and Robustness with Circuit Breakers.

JavelinGuard: Low-Cost Transformer Architectures for LLM Security Improving Alignment and Robustness with Circuit Breakers

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:25.552737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:25.552737Z digest=sha256:a5baf0856cbf9fecb5a11fea9c50872d8e339827539c792c63c448ee14c8cf50

Pith citing papers

Observation 63c3cfb0-b070-4509-9a78-eda74b8e5795 · inbound

Gate AI: LLM Security Benchmark Evaluation Methodology and Results cites this paper.

Gate AI: LLM Security Benchmark Evaluation Methodology and Results JavelinGuard: Low-Cost Transformer Architectures for LLM Security

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:46:19.228179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T15:05:08.411286Z digest=sha256:9b30f96db622bf9a2a44b219bd2e8d43042609d8826edf78541484e73fa7fb30