Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:41.590694Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.10933.
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 2026-08-12T14:01:41.590694Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3621170c-3fdd-46e2-80f0-fc40c4eed616 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense luma dream machine, 2024
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ec10b06b-8c33-4795-9427-3d480ba6238c · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Frozen in time: A joint video and image encoder for end-to-end retrieval, 2021
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3b67e2fa-adaa-4280-968c-b8d964b66e78 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f00a8dc0-52d0-42c0-b2e2-9dc01d3ef0d5 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Transformer Interpretability Beyond Attention Visualization
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3207e168-661f-4923-8765-b9c2cd0cbc9d · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Transformer inter- pretability beyond attention visualization
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dd18a8dc-8fa7-41f5-b1ef-592bd7b2418c · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1b194c8a-90e4-44d1-8fbb-0dd988a485f4 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d9cfe28-841e-4496-95dc-fa4bf40d3c83 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fd487d9-3984-4e6c-ac3f-90d1a8f2657f · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Not what you’ve signed up for: Compromising real-world llm-integrated ap- plications with indirect prompt injection
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c215ba6d-439a-4854-91f7-b8745555ad68 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66a3a2b8-8ce7-42e6-a674-8a2e9f4cc013 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4c4bc3a6-4452-4519-b453-f790865937f6 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Baseline Defenses for Adversarial Attacks Against Aligned Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8972b9cb-ce23-4fc2-97e7-a8a31332e2be · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense CogMorph: Cognitive Morphing Attacks for Text-to-Image Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13b9dec2-e8b1-4543-a0d5-68eeb5a64972 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense VideoPoet: A Large Language Model for Zero-Shot Video Generation
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43710e97-8d7a-4c1e-a991-9ea39212dba6 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d353691-0f5f-4120-91bc-cef5f852c683 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Bridg- ing text and video generation: A survey.arXiv preprint arXiv:2510.04999, 2025
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd25bb91-9d8f-4890-b3c5-17aa88224f50 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f784ee13-bc4b-41fc-a28e-37dd8c9be12e · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense SafeLLM: Unlearning Harmful Outputs from Large Language Models against Jailbreak Attacks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d734b093-3c1e-468d-b241-58ca493f5254 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Exploring inconsistent knowledge distil- lation for object detection with data augmentation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation acb65aa9-fd16-4785-9da7-5838883f6ecd · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense A large-scale multiple- objective method for black-box attack against object detec- tion
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa3512d5-d9fd-465e-a773-0bed35cd8693 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Imitated detectors: Stealing knowl- edge of black-box object detectors
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5997afa1-715b-4658-93ed-45fe0e387139 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Badclip: Dual- embedding guided backdoor attack on multimodal con- trastive learning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 03be24ac-c4ba-4923-95eb-0e8b77dbb5cb · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Re- visiting backdoor attacks against large vision-language mod- els from domain shift
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 75b6184d-628f-4045-8014-aa06a4e4f31a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49c1450e-a640-44d9-a75a-f765678b4c7b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b37bf1e9-2c04-4f9a-bdb1-6d6a0da3e612 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3430bbff-3f71-4fc1-9474-13c77bfbd341 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense T2vsafetybench: Evaluating the safety of text-to-video generative models.Advances in Neural In- formation Processing Systems, 37:63858–63872, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9cbb6cf0-a596-4ec5-808f-38138c7904fb · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6ebe9aa-8a0d-474c-b5f6-506e679252c8 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense T2veval: Benchmark dataset and objective evaluation method for t2v-generated videos.Displays, page 103178,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9085880b-0bed-4c4d-871b-ad881d48e851 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Make-A-Video: Text-to-Video Generation without Text-Video Data
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91185768-7cf0-4da1-a1a5-4580ab734650 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Kling-omni technical report, 2025
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 787ac11e-2afb-4b10-959c-eebed3a757ad · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Videotetris: Towards compositional text-to-video generation.Advances in Neural Information Processing Sys- tems, 37:29489–29513, 2024
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa6d094c-6ecd-415f-a8a3-05a3584c3702 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Manipulating Multimodal Agents via Cross-Modal Prompt Injection
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f40b8f3-844b-41c1-9968-e5b0f8480707 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Jail- broken: How does llm safety training fail?Advances in neu- ral information processing systems, 36:80079–80110, 2023
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fc4eeec0-dd76-452b-abce-c1d7f2013989 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Defensive prompt patch: A robust and generalizable defense of large language models against jailbreak attacks
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 532d45e4-ee0e-4995-a0ca-a53616ba061a · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Video- eraser: Concept erasure in text-to-video diffusion models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b4a4a8d-21e5-42fe-a6fa-0d08d8f668dd · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81a610f3-d5d9-4ea5-a11e-e2d4588ba948 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Jailbreak Attacks and Defenses Against Large Language Models: A Survey
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62a1afb1-8ef7-4f5d-9bd2-81bbc9236c81 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9a84e0f-5891-4928-8125-6b618b3d553f · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd8eaec9-7540-4b66-b0ff-cf4653a68eb6 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33333d5-1b61-4c26-b77e-7a84afc3ae10 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ab41e49-4e0a-42f6-bcc1-bdcd5fa9660a · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Safree: Training-free and adaptive guard for safe text-to-image and video generation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c100e2ec-4c37-49f1-bdfa-be661290bb15 · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19624e28-881f-42bb-964d-0cfc1773be5d · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e47367e-6738-42a7-9a3e-be9d00ec226c · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Jbshield: Defending large lan- guage models from jailbreak attacks through activated con- cept analysis and manipulation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9f387c79-6dd8-4fdd-9df1-3c138f0b56fd · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa8f2b4-2334-4a8e-bc4d-9c924c6f477b · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Open-Sora: Democratizing Efficient Video Production for All
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 827e0253-8a58-4128-9d07-a5c44328da0a · outbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.