Paper Citation Record · LEDGER

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

As of 17 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 10 inbound Pith citation observations for arXiv:2505.06679.

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

pith.paper-citation-record.v1
2505.06679 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:40:28.758958Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:41.416164Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T06:56:44.359403Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy10
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb66024b-a187-482c-a4d0-6126190e1018 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.579136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25449c9e-37e4-4fca-8bdf-21fde57a08fb · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.583683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca9b25f-b120-42d1-aa52-118442017a5d · outbound

This paper cites Show-1: Marrying pixel and latent diffusion models for text-to-video generation.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Show-1: Marrying pixel and latent diffusion models for text-to-video generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.587643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea023d0-3328-4b67-9a55-2198c7e463a4 · outbound

This paper cites VideoCrafter1: Open Diffusion Models for High-Quality Video Generation.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.591717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e6457ca-dcf1-4b3b-937d-0c915fde6b9c · outbound

This paper cites Video understanding with large language models: A survey.IEEE Transactions on Circuits and Systems for Video Technology, 2025.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Video understanding with large language models: A survey.IEEE Transactions on Circuits and Systems for Video Technology, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.595900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e3ab81-792d-4918-b12e-d9876cf391d3 · outbound

This paper cites URL https://pikartai.com.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks URL https://pikartai.com

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.424654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b0ec0a2d-e881-47ae-930f-683d6fd1e2fc · outbound

This paper cites luma dream machine, 2024.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks luma dream machine, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.409634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 55eb3139-ffba-40f8-9fbf-bc57a13d1412 · outbound

This paper cites kling, 2024.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks kling, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.393093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff2c3290-2cfc-4021-b078-12ce8e923cb2 · outbound

This paper cites open-sora: Democratizing efficient video production for all, 2024.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks open-sora: Democratizing efficient video production for all, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.378732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e291b278-b2c4-4df7-9a20-3f78f836e6da · outbound

This paper cites Efficient adversarial attacks for visual object tracking.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Efficient adversarial attacks for visual object tracking

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.365551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation edb7e23b-1daa-4b86-80e5-32f6a64156e1 · outbound

This paper cites Transferable Adversarial Attacks for Image and Video Object Detection.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Transferable Adversarial Attacks for Image and Video Object Detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.619390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81795ee3-bda3-4a6f-bf43-eceb9185cf00 · outbound

This paper cites BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.623293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15de0cb-6014-4c56-811f-58445ffe30ce · outbound

This paper cites Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.627166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c16fd4d-4d48-44a7-85e4-2ed86f55d3d9 · outbound

This paper cites DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.631105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f29f7110-f7ff-4b97-a5cf-fa8f047685a3 · outbound

This paper cites Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.634909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9ba5df-f908-4acc-b608-098d9559a9a6 · outbound

This paper cites Sneakyprompt: Jailbreaking text-to-image generative models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Sneakyprompt: Jailbreaking text-to-image generative models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.638577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a042d088-9c5e-46a5-abc0-71659edcab0e · outbound

This paper cites Inception: Jailbreak the memory mechanism of text-to-image generation systems.arXiv preprint arXiv:2504.20376, 2025.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Inception: Jailbreak the memory mechanism of text-to-image generation systems.arXiv preprint arXiv:2504.20376, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.641955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a1fbc92-9389-4196-8489-6ad32e58d8db · outbound

This paper cites Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.645757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41d7b91-e49d-4205-aaf6-873fbd4ebee2 · outbound

This paper cites Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.650354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42721eb-20ee-43d9-a5ed-32eb0bd9b24a · outbound

This paper cites CogMorph: Cognitive Morphing Attacks for Text-to-Image Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks CogMorph: Cognitive Morphing Attacks for Text-to-Image Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.655201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1602a848-cd98-439f-a7a5-d8bfe93390e4 · outbound

This paper cites Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.659172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06ea92f-5550-43c2-bbfb-aeab959f2b38 · outbound

This paper cites Manipulating Multimodal Agents via Cross-Modal Prompt Injection.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Manipulating Multimodal Agents via Cross-Modal Prompt Injection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.663020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7e7fa9-f479-439b-a5ef-cb8cefa9a495 · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.666870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d28a8e-2483-4c7f-92cf-759e7d081e32 · outbound

This paper cites T2vsafetybench: Evaluating the safety of text-to-video generative models.Advances in Neural Information Processing Systems, 37:63858–63872, 2025.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks T2vsafetybench: Evaluating the safety of text-to-video generative models.Advances in Neural Information Processing Systems, 37:63858–63872, 2025

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.343516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 850fedda-e49d-4e2b-8a67-37580c5ac377 · outbound

This paper cites Adversarial training for multimodal large language models against jailbreak attacks.arXiv preprint arXiv:2503.04833, 2025.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Adversarial training for multimodal large language models against jailbreak attacks.arXiv preprint arXiv:2503.04833, 2025

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.674274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa119bb7-0af4-483d-b601-c4e20854ac88 · outbound

This paper cites T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.678039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ac69d9-e421-4df9-953f-541f7e286a0f · outbound

This paper cites Make-A-Video: Text-to-Video Generation without Text-Video Data.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.682154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63078e40-ce5e-44bf-a0ce-f5c1572c6d05 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Imagen Video: High Definition Video Generation with Diffusion Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.686557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 726b6b8c-71b6-459a-b31d-e04b90c9c9e2 · outbound

This paper cites Latent Video Diffusion Models for High-Fidelity Long Video Generation.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Latent Video Diffusion Models for High-Fidelity Long Video Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.690689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42480123-9d97-426b-a789-1a6b651e7bd2 · outbound

This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.694963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7418e9e-f344-4936-8b7d-31dd744edd14 · outbound

This paper cites Text2video-zero: Text-to-image diffusion models are zero-shot video generators.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Text2video-zero: Text-to-image diffusion models are zero-shot video generators

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.698960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5645c8-5aeb-46c7-844a-4e16972375aa · outbound

This paper cites sora: Creating video from text, 2024.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks sora: Creating video from text, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.322410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 658870ff-9bd0-4bda-8a9e-511c7260376a · outbound

This paper cites Perception-guided jailbreak against text-to-image models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Perception-guided jailbreak against text-to-image models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.706387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 641eb305-3c76-4147-8fd3-5bd36137efb3 · outbound

This paper cites Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.709937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e6398e-8635-4789-aa40-21956803961f · outbound

This paper cites Mma-diffusion: Multimodal attack on diffusion models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Mma-diffusion: Multimodal attack on diffusion models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.714124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5a14c9-d1e3-4333-ba54-5d0dd366515f · outbound

This paper cites DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.717998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a586c4e0-bea8-42b3-9349-8533b9034579 · outbound

This paper cites Harnessing LLM to Attack LLM-Guarded Text-to-Image Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Harnessing LLM to Attack LLM-Guarded Text-to-Image Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.721648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d036288-2f8f-4ed2-909d-55d3833eb837 · outbound

This paper cites Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.725418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95216c5b-ac8e-4406-a147-5304da403fb0 · outbound

This paper cites Perception-guided Jailbreak against Text-to-Image Models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Perception-guided Jailbreak against Text-to-Image Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.729584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa57893-28b4-4551-a476-f2e0eea04419 · outbound

This paper cites Vidprom: A million-scale real prompt-gallery dataset for text-to-video diffusion models.Advances in Neural Information Processing Systems, 37:65618–65642, 2025.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Vidprom: A million-scale real prompt-gallery dataset for text-to-video diffusion models.Advances in Neural Information Processing Systems, 37:65618–65642, 2025

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.290751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3640da2b-fbdc-49d7-b41d-ad9d823b292a · outbound

This paper cites Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.736984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad29d07-9365-4965-bae2-614d7a725f3b · outbound

This paper cites UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.740523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268d81e1-0288-4f8d-a0d4-6fefd0ea0e7a · outbound

This paper cites URL https://www.gate2ai.com/prompts-midjourney.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks URL https://www.gate2ai.com/prompts-midjourney

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.269475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 07be37c5-8607-4bbe-8512-a980c2ee7509 · outbound

This paper cites Learning transferable visual models from natural language supervision.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Learning transferable visual models from natural language supervision

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.748080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3af62756-da3b-43c2-bd81-c0156be9cc5c · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.751766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 116819a6-82fb-4a80-a2db-833556846255 · outbound

This paper cites an unresolved cited work.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:40:29.247715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 73d626e5-dfd6-47de-b58d-011bfac42c0a · outbound

This paper cites Nsfw image classification.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Nsfw image classification

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:40:29.235509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 20745b04-e4e5-4837-9da9-5f7f323732cb · inbound

Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers cites this paper.

Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:11.764325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a96a5cb0-198f-49a8-b559-c889ee5ccfc7 · inbound

Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling cites this paper.

Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:19.818242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b18645-281a-464c-b66f-48ed8273e3f1 · inbound

A Red Teaming Roadmap Towards System-Level Safety cites this paper.

A Red Teaming Roadmap Towards System-Level Safety T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:20.893480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead45ba1-ca4c-4ead-ac0d-aa866f568297 · inbound

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation cites this paper.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:32.524690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de711d2b-fe92-4ebd-8c0b-03997dd7fa1e · inbound

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification cites this paper.

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T22:32:12.120371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b858af93-de5d-4674-ab00-06e5fe0d2b3f · inbound

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models cites this paper.

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.302329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2795b93f-8aa1-459b-896f-3367c847d741 · inbound

TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks cites this paper.

TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:55:29.234549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 56cc320b-537f-4d09-8317-b342cfad5913 · inbound

Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control cites this paper.

Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T06:56:44.361187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96dbda99-a76b-4e74-afbe-1b74f6ee9dcc · inbound

Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models cites this paper.

Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T18:33:04.558549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c1450e-a640-44d9-a75a-f765678b4c7b · inbound

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense cites this paper.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T14:01:41.416164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.