Paper Citation Record · LEDGER

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

As of 19 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 8 inbound Pith citation observations for arXiv:2504.15512.

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

pith.paper-citation-record.v1
2504.15512 v2

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:31:11.314401Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:40:28.678039Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

72 of 72 outbound references displayed

verified exact0
verified fuzzy29
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 7abbdc4e-dbba-43b0-b1e7-897a1af07bce · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:10.986955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77403a9-4d4c-4222-bc7b-69e84c9a9549 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:10.992254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064640d3-9348-4891-8f78-4b964b6d78ba · outbound

This paper cites VideoPoet: A Large Language Model for Zero-Shot Video Generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models VideoPoet: A Large Language Model for Zero-Shot Video Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:10.996669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ec58ad-d957-47d0-8f38-feb9127f14e1 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.002900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76bfdbf-1373-42b3-b947-5d3c9d0ad152 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.415582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4614af4-3a9c-4db7-a4a3-d4aac736e134 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Show-1: Marrying pixel and latent diffusion models for text-to-video generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.400795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4565fc9a-96dd-4665-bc5b-b55fcd696a1a · outbound

This paper cites The cen- tral role of recognition in auditory perception: a neurobiological model.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models The cen- tral role of recognition in auditory perception: a neurobiological model

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.384730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5611993c-b7a7-4b1f-8fff-e4ab42ac34b6 · outbound

This paper cites WorldSimBench: Towards Video Generation Models as World Simulators.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models WorldSimBench: Towards Video Generation Models as World Simulators

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.023196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b3f0fc-b13e-438c-bfbf-47f41a0050dc · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.028033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef14bcb7-95ab-498c-8778-596ce938b5c2 · outbound

This paper cites Open-Sora: Democratizing Efficient Video Production for All.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Open-Sora: Democratizing Efficient Video Production for All

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.034339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf051ba-644c-4469-ac06-2dcbbfd2a204 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.039149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ca93fb-f5b7-4897-8329-ec387d82d8d9 · outbound

This paper cites From Sora What We Can See: A Survey of Text-to-Video Generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models From Sora What We Can See: A Survey of Text-to-Video Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.043802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caae0f3c-094a-4830-a5f6-b213502a2710 · outbound

This paper cites T2v-ddpm: Thermal to visible face translation using denoising diffusion probabilistic models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models T2v-ddpm: Thermal to visible face translation using denoising diffusion probabilistic models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.369415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad248d88-197b-4f1e-b4cf-97e2a3a94c23 · outbound

This paper cites T2v-turbo-v2: Enhancing video generation model post-training through data, reward, and conditional guidance design.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models T2v-turbo-v2: Enhancing video generation model post-training through data, reward, and conditional guidance design

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.053321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a63db7-e49b-4fba-80b6-afca8be2cf00 · outbound

This paper cites Videotetris: Towards compositional text-to-video generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Videotetris: Towards compositional text-to-video generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.353777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aaa0d8f9-72c1-44cf-af1b-109e1753dbb4 · outbound

This paper cites Evaluation of text-to-video generation models: A dynam- ics perspective.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Evaluation of text-to-video generation models: A dynam- ics perspective

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.338225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9d7a5e6-da37-4832-919a-cc1952e2f149 · outbound

This paper cites T2vsafetybench: Evaluating the safety of text-to-video genera- tive models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models T2vsafetybench: Evaluating the safety of text-to-video genera- tive models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.323228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a859e748-a452-46c0-9732-51400e3d0c0d · outbound

This paper cites Safree: Training- free and adaptive guard for safe text-to-image and video generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Safree: Training- free and adaptive guard for safe text-to-image and video generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.309676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c956151-d439-4720-89b2-b9bdbb44f7b2 · outbound

This paper cites Defending chatgpt against jail- break attack via self-reminders.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Defending chatgpt against jail- break attack via self-reminders

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.296005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ddd0d44f-7468-4469-bfae-cfc8a85ae9e3 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.079327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8321eda4-f5e4-47c9-8e55-ba5d0fe2517c · outbound

This paper cites Don’t listen to me: understanding and explor- ing jailbreak prompts of large language models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Don’t listen to me: understanding and explor- ing jailbreak prompts of large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.282419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b5d5d68-8587-4fe9-947a-66daea9a34d8 · outbound

This paper cites AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.088568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae8d774-f9cd-41b2-b352-61eb00eb7c9d · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.092728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ac42be-9b76-4feb-8007-6352253bc8f0 · outbound

This paper cites JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.096723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93a3ed3-7f60-4e2d-9506-95d9514c548d · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.100823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6cd2ac8-48fd-412e-bfd3-a792482559bf · outbound

This paper cites Advances in adversarial attacks and defenses in computer vision: A survey.IEEE Access, 9:155161–155196, 2021.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Advances in adversarial attacks and defenses in computer vision: A survey.IEEE Access, 9:155161–155196, 2021

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.105193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1cc6acc-86bf-47bc-8e68-c207d7329362 · outbound

This paper cites kling, 2024.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models kling, 2024

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.109484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8759e39-fab7-45b7-8302-252c536827fe · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models URL https://pikartai.com

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.114309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c90469e-48b2-41c0-b227-58979e8e12a0 · outbound

This paper cites Video diffusion models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Video diffusion models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.240175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5763d097-510d-4c45-98e2-5480f4c2c24d · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models U-net: Convolutional networks for biomedical image segmentation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.225821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a06d73e-ed3e-4d7e-bfdd-7d7bc0dfc27f · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.127847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65637c00-3a15-4b87-8e59-43e464042159 · outbound

This paper cites luma dream machine, 2024.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models luma dream machine, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.132611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a0ad72-0529-446b-989a-40f8e94695a6 · outbound

This paper cites Perceptual-sensitive gan for generating adversarial patches.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Perceptual-sensitive gan for generating adversarial patches

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.137060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59648b62-09d4-460f-9c3b-8a33cb47644b · outbound

This paper cites Bias-based universal adversarial patch attack for automatic check-out.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Bias-based universal adversarial patch attack for automatic check-out

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.141829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae3c1cd-054b-42c6-adb9-67ef4b4a23d0 · outbound

This paper cites Spatiotemporal attacks for embodied agents.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Spatiotemporal attacks for embodied agents

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.183828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 72fcdda6-3dbb-4a73-8e03-c34264547821 · outbound

This paper cites X-adv: Phys- ical adversarial object attacks against x-ray pro- hibited item detection.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models X-adv: Phys- ical adversarial object attacks against x-ray pro- hibited item detection

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.169102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 516100f9-153a-4b74-a9f3-1f8bbf8e232d · outbound

This paper cites Exploring the relationship between archi- tecture and adversarially robust generalization.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Exploring the relationship between archi- tecture and adversarially robust generalization

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.153876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3299e4d3-5587-41e1-9160-4a733f2122f5 · outbound

This paper cites Training robust deep neural networks via adversarial noise propagation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Training robust deep neural networks via adversarial noise propagation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.160286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ff017d-31d7-4f23-8f35-06c1b0448f11 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Transferable Adversarial Attacks for Image and Video Object Detection

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.164748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb1a781-4d56-4006-9034-e50b4f4d8481 · outbound

This paper cites Compromis- ing embodied agents with contextual backdoor attacks, 2024.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Compromis- ing embodied agents with contextual backdoor attacks, 2024

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.128299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d8c78b6-11b4-46e1-b237-aead2b4a3295 · outbound

This paper cites Pre-trained trojan attacks for visual recognition.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Pre-trained trojan attacks for visual recognition

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.113498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5ab356f-94e4-4436-b0f6-b1bc2336b7ac · outbound

This paper cites Bad- clip: Dual-embedding guided backdoor attack on multimodal contrastive learning.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Bad- clip: Dual-embedding guided backdoor attack on multimodal contrastive learning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.098483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 244b01aa-a766-4518-b2ca-e5ffd7570413 · outbound

This paper cites Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.183679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e865ff22-c32b-49e8-a4fe-b900a84afbc3 · outbound

This paper cites VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.188335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b770b76-b2c2-4580-b96f-1db9659323e4 · outbound

This paper cites Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.193068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98a0230-1383-471b-b7ba-cc24a66836fb · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.197817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56f6589-35c9-459f-bdb1-0d916cc904df · outbound

This paper cites Divide-and- conquer attack: Harnessing the power of llm to bypass the censorship of text-to-image genera- tion model.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Divide-and- conquer attack: Harnessing the power of llm to bypass the censorship of text-to-image genera- tion model

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.081914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d01c59cf-8cd7-409e-8333-67e76bb2f982 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.206726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bf22588-ebf5-489a-a37f-44434894120f · outbound

This paper cites Mma- diffusion: Multimodal attack on diffusion mod- els.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Mma- diffusion: Multimodal attack on diffusion mod- els

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.066373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c3289cc-014d-4644-9e8e-b2a0bd3f8bef · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Sneakyprompt: Jailbreaking text-to-image generative models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.051636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17dad243-fc06-4e8f-a4a0-126a78d50984 · outbound

This paper cites Safebench: A safety eval- uation framework for multimodal large language models, 2024.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Safebench: A safety eval- uation framework for multimodal large language models, 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.038153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da66dcb0-3fdb-4282-b1f3-8f0e59799ca0 · outbound

This paper cites Trojanrobot: Physical-world backdoor attacks against vlm- based robotic manipulation, 2025.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Trojanrobot: Physical-world backdoor attacks against vlm- based robotic manipulation, 2025

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:12.024268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8600c8a9-2573-4878-8f7b-74387e8aaa9a · outbound

This paper cites SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.227222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5d471d0-c8a9-4c1b-87ac-7d6bc8e92398 · outbound

This paper cites A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.230991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497faa89-52ac-4cab-a291-fd86c6b776e7 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.234834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9f61786-26dd-48ea-83e1-d3002b0515cc · outbound

This paper cites AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.238811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a25d2b8-95b7-4f19-97cd-5e1567a4a9c4 · outbound

This paper cites Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.243411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e8a44fd-9b4c-448b-ae6b-ffff0f3ff5ed · outbound

This paper cites SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.248279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4e7ed2-df7e-4956-9635-28c414a145be · outbound

This paper cites Detoxify.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Detoxify

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.253198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52cd9e3-1495-47f8-941c-d2ded67d4c91 · outbound

This paper cites Deep nn for nsfw detection.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Deep nn for nsfw detection

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.998426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7906fb46-e9e8-4e87-985e-367b5f129a6e · outbound

This paper cites Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.982904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52d9e175-681c-4dbe-92d2-2547b2026d9f · outbound

This paper cites Ma-lmm: Memory- augmented large multimodal model for long- term video understanding.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Ma-lmm: Memory- augmented large multimodal model for long- term video understanding

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.968147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64ff2306-f851-4245-98db-9e0491ee9786 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.271124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477e757a-88c6-4ac6-9845-d7c6870af859 · outbound

This paper cites Collecting highly parallel data for paraphrase evaluation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Collecting highly parallel data for paraphrase evaluation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.276142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3106cdac-8109-47ec-982b-77931f7dea43 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.280543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a661bae4-a924-410b-9fde-527070d215b3 · outbound

This paper cites Qwen2.5 Technical Report.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Qwen2.5 Technical Report

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.285737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2969a7-4227-4149-a84c-09d55374d404 · outbound

This paper cites DeepSeek-V3 Technical Report.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models DeepSeek-V3 Technical Report

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.290330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb13313-cdb8-45bb-93f6-1d439ab96595 · outbound

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

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Learning transferable visual models from natural language supervision

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.294963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743677ba-3a19-4eb8-a161-aeb08b1ddc50 · outbound

This paper cites Jailbreaking Attack against Multimodal Large Language Model.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Jailbreaking Attack against Multimodal Large Language Model

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:11.299949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2b2328-485c-4433-94c9-f8d019f0ac06 · outbound

This paper cites Unsu- pervised temporal consistency metric for video segmentation in highly-automated driving.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Unsu- pervised temporal consistency metric for video segmentation in highly-automated driving

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.933947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 89561bf7-1093-4b58-a5e9-56289b062872 · outbound

This paper cites Fvd: A new metric for video generation.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Fvd: A new metric for video generation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.918302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80314db6-9ae9-4ec6-965c-a8a068f99fb7 · outbound

This paper cites This is an unsafe video.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models This is an unsafe video

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:11.902354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

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

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks cites this paper.

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 ab4cf202-2dda-473e-b23a-30f7ef854cac · 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 T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:11.529524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0334c2b0-ce0c-4df3-8685-b277757b0305 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.384644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb9f7893-f182-42ee-95f0-752afcaef785 · inbound

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

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:31.618529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a18d13ab-2ae5-4b5c-8476-c2367d9da5aa · 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 T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T22:32:12.104256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 359f2b2a-fd58-49fc-bdf2-aa81da3cc33d · inbound

Evidence Recomposition and Predictive Context Residualization for Visual Attribution in Multimodal Large Language Models cites this paper.

Evidence Recomposition and Predictive Context Residualization for Visual Attribution in Multimodal Large Language Models T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T14:58:39.157286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc3c95a-3ec9-4bf0-84d0-6adc97ae0489 · 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 T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-01T18:33:18.799834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75b6184d-628f-4045-8014-aa06a4e4f31a · 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 T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T14:01:41.409683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.