Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2404.16873.
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
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, observed 2026-08-16T10:29:57.437591Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
4
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation a22b6d2d-3bc2-48e3-91b6-2b23349315c6 · inbound
Uncovering Logit Suppression Vulnerabilities in LLM Safety Alignment AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 16
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.
Observation e3b901b0-c5d3-44d2-a0d8-052923bd8f38 · inbound
Jailbreak Attacks and Defenses Against Large Language Models: A Survey AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 67
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.
Observation 73afde9b-95ea-439a-97dc-beba9c605eed · inbound
Universal and Context-Independent Triggers for Precise Control of LLM Outputs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b21c3e6f-f1a4-470a-b25e-413242705ead · inbound
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts? AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b798258-7090-4c1b-9e62-513af7694825 · inbound
LIAR: Leveraging Inference Time Alignment (Best-of-N) to Jailbreak LLMs in Seconds AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48e175c0-10d4-43b7-8d8a-18670780c9f9 · inbound
LeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 2002
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8663674f-4fa4-4a86-a5ba-20e2dd29d017 · inbound
Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21a60d1c-2d29-4f65-98de-6082cda87140 · inbound
Human-Readable Adversarial Prompts: An Investigation into LLM Vulnerabilities Using Situational Context AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148e7d23-6573-4c27-865e-b74d39ef3034 · inbound
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70337389-7629-4802-b532-15ef011f6c38 · inbound
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46aa5a11-e181-4c94-be87-8b9455fa5fd9 · inbound
Large Language Model Safety: A Holistic Survey AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b332681-d7de-4cc5-9b46-6534c2c64650 · inbound
Large Language Model Safety: A Holistic Survey AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dea2062-6df5-498c-91d7-36ecbf9a8175 · inbound
Adversarial Reasoning at Jailbreaking Time AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33f586e0-896b-443f-bb8a-6ccef5b4c4ea · inbound
KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f1baa3-fe14-4328-a96f-1bc2327d9050 · inbound
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75d27f6e-6ab2-447c-a0d4-0a34178cfdc9 · inbound
JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89b1cf46-213c-4057-878b-0f6100f9cd30 · inbound
GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6972e7f-d34c-480e-8fb5-a6679c73ba4e · inbound
LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41789b93-84a7-451b-87b4-1ea84d0cf2d1 · inbound
$PD^3F$: A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e06c0b55-81fb-4a7b-89d4-9831c669f67f · inbound
Adversarial Preference Learning for Robust LLM Alignment AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08782bc4-4c05-447a-8f7a-e6054cf6024a · inbound
Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81904555-64f5-41c7-a0fe-bfecc3e67c03 · inbound
Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80fcbd30-de18-44ae-81ce-192f881e457b · inbound
InfoFlood: Jailbreaking Large Language Models with Information Overload AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8116f002-8796-404a-81af-50d24ab18c7c · inbound
From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 104
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8125a248-c97e-4312-a735-b73ea763941a · inbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8d067be-6877-4e4f-af8b-c8240083be68 · inbound
Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 662af245-6dca-4328-98e9-2e7229c2d120 · inbound
Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 749f7203-1005-4dad-a3bf-2736a213ed20 · inbound
SALMAN: Stability Analysis of Language Models Through the Maps Between Graph-based Manifolds AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfd81048-27ec-4452-9d30-2bacffc9b866 · inbound
On Surjectivity of Neural Networks: Can you elicit any behavior from your model? AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0bb0894-15f5-4301-846d-e1e48bcac584 · inbound
ImportSnare: Directed "Code Manual" Hijacking in Retrieval-Augmented Code Generation AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d408accb-a2c8-470a-b6a2-1d3f59b263fa · inbound
Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA Experts AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 18
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.
Observation a1413762-bdd6-4a5c-a5a4-ead1e65455b6 · inbound
SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 142
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f7df3db-5570-414d-9b57-a036437d1ffd · inbound
Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 92
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33c9be13-54bd-4799-beb1-9662fa953a18 · inbound
SpatialFly: Implicit 3D Prior-Guided Visual Reparameterization for Continuous UAV Vision-and-Language Navigation AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf7ef827-2cb1-4f1e-ada6-01de4fdf6e4e · inbound
SABER: A Stealthy Agentic Black-Box Attack Framework for Vision-Language-Action Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 13
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.
Observation 16e8444f-202e-4873-aacd-6de8d77165ba · inbound
TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 40
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.
Observation 7311c844-7b4e-4ce5-bbe1-9ca087b68089 · inbound
DeepSeek Robustness Against Semantic-Character Dual-Space Mutated Prompt Injection AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 7
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.
Observation 80b76460-fe4c-4a9b-8d9a-d58c0649332f · inbound
Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 36
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.
Observation 6a94b55c-9a23-4d2b-9f8c-9e7b40a47573 · inbound
New Wide-Net-Casting Jailbreak Attacks Risk Large Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 17
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.
Observation f65eadd1-ec73-4c02-a754-eeb7fb18003e · inbound
LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 26
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.
Observation 31add7b6-4f49-4c20-b858-89467e932cd3 · inbound
Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 34
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.
Observation b5655620-9d5e-40f1-9e69-d2c977d560bc · inbound
AnchorKV: Safety-Aware KV Cache Compression via Soft Penalty with a Refusal Anchor AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 7
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.
Observation 52878905-b5a8-41c5-917a-15274188d8d3 · inbound
How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 6
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.
Observation 52dc7840-6575-49cf-b5f9-ce529025042c · inbound
How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 6
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.
Observation 0388491f-f722-4a09-83c9-79206e3d6bc3 · inbound
Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 52
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.
Observation 1954f2f3-4241-4142-a245-fcda157ab2f7 · inbound
Efficient Safety Alignment of Language Models via Latent Personality Traits AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 31
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.
Observation 57f5e0a4-dc5e-4d25-8007-3a25af8f14a8 · inbound
Out of Sight: Compression-Aware Content Protection against Agentic Crawlers AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 26
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.
Observation 634f7881-0dcc-477c-b3cc-0de8ad8bb93e · inbound
How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21620d4a-2567-4eff-8f13-d3f3035c2f15 · inbound
CPInj: Uncovering Prompt Injection Risks in Textual Collaborative Prompt Optimization AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd902880-98df-4544-b3eb-4b03dcac666c · inbound
CPInj: Uncovering Prompt Injection Risks in Textual Collaborative Prompt Optimization AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a36c6875-97c0-47a9-8bd8-25e0b0f97ecd · inbound
Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.