Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:25.552737Z
Paper Citation Record · LEDGER
As of 7 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:25.552737Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T15:05:08.411286Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T22:46:19.226413Z
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7100632c-ff3f-474d-990f-65599ab8012a · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Get my drift? Catching LLM Task Drift with Activation Deltas
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96ebaf00-672b-4d55-be47-85964245d851 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca91e754-c95b-4559-a478-edc26ac4d113 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Longformer: The Long-Document Transformer
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9567dc39-c0be-4ab2-a78f-14ba55a4a456 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security EuroBERT: Scaling Multilingual Encoders for European Languages
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91b0a6d3-d12f-4175-8ce8-cf477bd835c9 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security NeoBERT: A Next-Generation BERT
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 678082c1-45cf-4324-a007-99bccd950c09 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Pappas, and Eric Wong
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6277d0de-5d2c-4458-bb27-da4173afcf3d · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defense Against Prompt Injection Attack by Leveraging Attack Techniques
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a960944a-cdbe-4137-8087-c0fdfa07eae6 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Rethinking Attention with Performers
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cace89d0-a430-42c3-b66f-0ebdada37f3f · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Deepset prompt injection guardrail, 2024
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 918f6875-290b-45de-aa05-f5e0aacc7e4e · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Duoguard: A two-player rl-driven framework for multilingual llm guardrails, 2025
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5996d375-da0b-47e3-a050-ed7eec657248 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security garak: A Framework for Security Probing Large Language Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e17ad33d-2543-4776-a32d-89b0a4ddd171 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a876e8a2-bd42-41ed-8c37-11b70302d15c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d70c8ca-0dca-434a-a684-49d64b523cee · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security h4rm3l: A language for Composable Jailbreak Attack Synthesis
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0008caae-1c81-43a3-b732-85fcafad3a51 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fmops prompt injection guardrail, 2024
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65c83966-1ce6-4228-bb4b-5cfabc2683bf · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Improved Large Language Model Jailbreak Detection via Pretrained Embeddings
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a02c637-236b-48bc-9429-84998efa3c15 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79cd9546-390d-4c6a-87c8-04a900acd5fb · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security The Llama 3 Herd of Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 380c2f49-cae7-41c3-8a19-2e3546abfedc · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 139aa9e9-ccfe-4153-a64b-c272d21b0447 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bfc8f48-a756-45a1-9d77-45534fa3abc8 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad7c973f-bb55-4516-a42c-b4caed499c07 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51fc5fdb-b481-4602-85ef-d9687a80ef8b · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cb4d93b-ad9b-4a88-a555-149af2568ed9 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Best-of-N Jailbreaking
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bb5367b-8781-4928-bfc9-7a99b2465ab7 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9e816b9-6a8f-421f-a1db-9f3116b1adee · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Robust Safety Classifier for Large Language Models: Adversarial Prompt Shield
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 410026cd-3f9f-4d39-9f22-e2c59ed3f11c · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Lakera-guard, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b4a2a08-6a1f-44f4-8243-56230774416b · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afdd77a0-996b-4739-bb66-7546694a0b4e · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 330eef9b-b172-4600-80f0-212d3ba113d2 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Toxicchat: Unveiling hidden challenges of toxicity detection in real-world user-ai conversation, 2023
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac873b87-a630-4489-9957-ac37cca69be5 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Lost in the Middle: How Language Models Use Long Contexts
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3afdebdd-3f5e-4b72-9cbc-eccb2bbb06a5 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Automatic and Universal Prompt Injection Attacks against Large Language Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7345811-4137-43a4-b338-a49484f5d123 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Formalizing and benchmarking prompt injection attacks and defenses, 2024 b
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b375a34-9b3e-4932-a5e8-e17de067a432 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Promptguard prompt injection guardrail, 2024
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e45241f8-8ebd-45f5-b39e-5051199e0250 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Granite Guardian
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b212c15-719f-48a6-b0fc-ead3d45c34d3 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Ignore Previous Prompt: Attack Techniques For Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31b87016-bfe2-4f07-b9ae-fa4a118254d0 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuned deberta-v3-base for prompt injection detection, 2024 a
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e629842-48bc-48f9-8fe6-206a3523b2d6 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuned deberta-v3-base for prompt injection detection, 2024 b
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 529f57a7-1efa-43c9-9fa3-97c2cedc1141 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaef1318-e025-4719-b3e6-875569d1de59 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35009d95-66aa-4b6f-83aa-3f26744e32df · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 041865a1-7169-4108-9207-5d1b3a5aee40 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8030e0e-bc31-409a-b35c-b78a0376e43a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2c8128a-0674-4de9-b909-8351da0a6d26 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Optimization-based Prompt Injection Attack to LLM-as-a-Judge
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbedd655-a9e4-41ac-ac32-99b06d2f84fb · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security A party of foundation models, 2024
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6ce1a9c-425f-482a-945f-f58f49547b5d · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Alert: A comprehensive benchmark for assessing large language models' safety through red teaming, 2024
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b71b49a1-7392-4df8-80af-f4a4e28d0588 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f53a5bc6-f00d-4a81-87a5-1bc33515624c · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Safeguarding Crowdsourcing Surveys from ChatGPT with Prompt Injection
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4713d05-f5a1-4f04-ac63-5a6e06c47832 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defending LLMs against Jailbreaking Attacks via Backtranslation
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31fee075-afa3-4a8a-b3e1-2d7eeb518f39 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e864e9e-421f-4698-a545-2841e7642b3f · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Jailbroken: How Does LLM Safety Training Fail?
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45aae516-53f2-4d72-86fc-0dc9f1494bd5 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1885a77b-acf8-4ed0-bd2d-6a19a4d708c2 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Fundamental Limitations of Alignment in Large Language Models
Reference 54
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Unavailable: canonical work link unavailable.
Observation b0693264-866e-4e60-9f8e-589c4dda26a7 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45cea3df-5075-46fc-a1fc-386817c55935 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security LLM-Fuzzer : Scaling assessment of large language model jailbreaks
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b22dcf5c-983d-4bf2-a0dd-31adf20acd47 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security ShieldGemma: Generative AI Content Moderation Based on Gemma
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9bf3071-677e-4ee8-b44e-00b3661b94b0 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf5e83f1-5c39-4c93-8e80-7d2b2bd3d55f · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Defending Jailbreak Prompts via In-Context Adversarial Game
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 492e0e5a-2a9e-403c-ad88-6b7f8e6e2492 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09c7b8f0-600e-4068-9bc2-b468114b3fc6 · outbound
JavelinGuard: Low-Cost Transformer Architectures for LLM Security Improving Alignment and Robustness with Circuit Breakers
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63c3cfb0-b070-4509-9a78-eda74b8e5795 · inbound
Gate AI: LLM Security Benchmark Evaluation Methodology and Results JavelinGuard: Low-Cost Transformer Architectures for LLM Security
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.