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Paper Citation Record · LEDGER

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense

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.

pith.paper-citation-record.v1
2608.10933 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:41.590694Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact1
  • verified fuzzy19
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3621170c-3fdd-46e2-80f0-fc40c4eed616 · outbound

This paper cites luma dream machine, 2024.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense luma dream machine, 2024

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.862468Z

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.

source=pdf_text observed=2026-08-12T14:01:41.251423Z digest=sha256:a82781ea33159af57ade73fa81e3acb13f0b7158b57ec7ded84121f88b3bc211

Observation ec10b06b-8c33-4795-9427-3d480ba6238c · outbound

This paper cites Frozen in time: A joint video and image encoder for end-to-end retrieval, 2021.

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

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raw_fallback, observed 2026-08-12T14:01:42.841263Z

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.

source=pdf_text observed=2026-08-12T14:01:41.258136Z digest=sha256:997217627a624566aaf3c883589dad4d714a6c508a6c1a3c4cec9b9dbdfda791

Observation 3b67e2fa-adaa-4280-968c-b8d964b66e78 · outbound

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

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.263970Z digest=sha256:5c4534ecad83ee67ab9663598c473800b5cda74c4154441945ca1af2b8827916

Observation f00a8dc0-52d0-42c0-b2e2-9dc01d3ef0d5 · outbound

This paper cites Transformer Interpretability Beyond Attention Visualization.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Transformer Interpretability Beyond Attention Visualization

Reference 4

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no resolver link, observed 2026-08-12T14:01:41.272247Z

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source=pdf_text observed=2026-08-12T14:01:41.272247Z digest=sha256:3bda245db0f2ae1a2ab5e788e5f434b678a21139f891881898ff4c85db033416

Observation 3207e168-661f-4923-8765-b9c2cd0cbc9d · outbound

This paper cites Transformer inter- pretability beyond attention visualization.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Transformer inter- pretability beyond attention visualization

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.820844Z

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.

source=pdf_text observed=2026-08-12T14:01:41.278872Z digest=sha256:a49a44f00d23f484a0a9c7ae36d1ccae06d6bb8492fc3b250a8386f4fdeaec85

Observation dd18a8dc-8fa7-41f5-b1ef-592bd7b2418c · outbound

This paper cites Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models.

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

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raw_fallback, observed 2026-08-12T14:01:42.793770Z

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.

source=pdf_text observed=2026-08-12T14:01:41.286281Z digest=sha256:d4f8be7f76bb80cad957d2d7d2282076bef680f4e28ed68ef88dc376f3093dc3

Observation 1b194c8a-90e4-44d1-8fbb-0dd988a485f4 · outbound

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

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.294275Z digest=sha256:99031b1a56f1c5d820fe090db9cf490bb3ae82ac6fd1acaf6d0ca8843fd34efe

Observation 6d9cfe28-841e-4496-95dc-fa4bf40d3c83 · outbound

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

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.299903Z digest=sha256:f3f4d14775726d09b28e406ee54bc93a01d12b81695eecabfb6749ab755fe878

Observation 3fd487d9-3984-4e6c-ac3f-90d1a8f2657f · outbound

This paper cites Not what you’ve signed up for: Compromising real-world llm-integrated ap- plications with indirect prompt injection.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.776223Z

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.

source=pdf_text observed=2026-08-12T14:01:41.307066Z digest=sha256:8ba035ce5aea8585155c559d8de5e802efec76aec4431ad0619545d79010ccba

Observation c215ba6d-439a-4854-91f7-b8745555ad68 · outbound

This paper cites Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast.

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

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no resolver link, observed 2026-08-12T14:01:41.313665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.313665Z digest=sha256:faffe1c9109ae389b342765b49ee795d2a9f9ac85927308a6d248b599dc0daf1

Observation 66a3a2b8-8ce7-42e6-a674-8a2e9f4cc013 · outbound

This paper cites NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models.

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

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verified exact
local_arxiv, observed 2026-08-12T14:01:42.378552Z

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.

source=pdf_text observed=2026-08-12T14:01:41.323593Z digest=sha256:6951ac3deed300425e82b94a989d2361de35b9c27cabde3b24bf4b8fb58d1b71

Observation 4c4bc3a6-4452-4519-b453-f790865937f6 · outbound

This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 12

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T14:01:41.329399Z digest=sha256:1b389c3c18c107cdcab7c4b258ad9ad73edd2ac1285e3b2cbf7d16792c70bb2e

Observation 8972b9cb-ce23-4fc2-97e7-a8a31332e2be · outbound

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

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense CogMorph: Cognitive Morphing Attacks for Text-to-Image Models

Reference 13

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no resolver link, observed 2026-08-12T14:01:41.335157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.335157Z digest=sha256:a8d51856bdd71f3049491c0e87018ff4458faf2cf364eb3749061a485ad37da0

Observation 13b9dec2-e8b1-4543-a0d5-68eeb5a64972 · outbound

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

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

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unresolved
no resolver link, observed 2026-08-12T14:01:41.341437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.341437Z digest=sha256:bf00b508168151f40a8a4593c98a35995cbbc1f52d37334a4bab68fd81feba2e

Observation 43710e97-8d7a-4c1e-a991-9ea39212dba6 · outbound

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

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 15

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no resolver link, observed 2026-08-12T14:01:41.348391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.348391Z digest=sha256:5aae7316b2443c574038c12b1a668dde60d5e486c52880af1bae7426351ac0ab

Observation 2d353691-0f5f-4120-91bc-cef5f852c683 · outbound

This paper cites Bridg- ing text and video generation: A survey.arXiv preprint arXiv:2510.04999, 2025.

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

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no resolver link, observed 2026-08-12T14:01:41.354134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.354134Z digest=sha256:b17ec56cfeddf5aaceee31cf56ea961a39699d8acae87e4e1b4b7ae731285c00

Observation bd25bb91-9d8f-4890-b3c5-17aa88224f50 · outbound

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

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

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no resolver link, observed 2026-08-12T14:01:41.360266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.360266Z digest=sha256:3a32392feb246f1389b207a916f149fac1a9a737cbea34118f140f998fada7de

Observation f784ee13-bc4b-41fc-a28e-37dd8c9be12e · outbound

This paper cites SafeLLM: Unlearning Harmful Outputs from Large Language Models against Jailbreak Attacks.

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

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no resolver link, observed 2026-08-12T14:01:41.366538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.366538Z digest=sha256:05a279d77d3dba9df956bda32c7754aad9cf652a66d6b0713ce9a124f4703875

Observation d734b093-3c1e-468d-b241-58ca493f5254 · outbound

This paper cites Exploring inconsistent knowledge distil- lation for object detection with data augmentation.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.753162Z

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.

source=pdf_text observed=2026-08-12T14:01:41.371822Z digest=sha256:d1c57498ca6feb7c2ae95cee57d1f48d5f3af00382e1d1bab332a12f51958133

Observation acb65aa9-fd16-4785-9da7-5838883f6ecd · outbound

This paper cites A large-scale multiple- objective method for black-box attack against object detec- tion.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.734396Z

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.

source=pdf_text observed=2026-08-12T14:01:41.376752Z digest=sha256:ca2e3195baa4ed1e3a25049083f86f7e27b8f3fd6b55738ecdb26ca160ad3ddf

Observation aa3512d5-d9fd-465e-a773-0bed35cd8693 · outbound

This paper cites Imitated detectors: Stealing knowl- edge of black-box object detectors.

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

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raw_fallback, observed 2026-08-12T14:01:42.716384Z

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.

source=pdf_text observed=2026-08-12T14:01:41.385652Z digest=sha256:08b7b3f7ffcbc800a2aed4832288bffb48b55bd2feb5a880d42d2e4f21025807

Observation 5997afa1-715b-4658-93ed-45fe0e387139 · outbound

This paper cites Badclip: Dual- embedding guided backdoor attack on multimodal con- trastive learning.

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

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raw_fallback, observed 2026-08-12T14:01:42.694850Z

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.

source=pdf_text observed=2026-08-12T14:01:41.392269Z digest=sha256:8c31df98d7dca1124c4ca8cc2918969f7cb069da761ba032c4fa721ffb8a2734

Observation 03be24ac-c4ba-4923-95eb-0e8b77dbb5cb · outbound

This paper cites Re- visiting backdoor attacks against large vision-language mod- els from domain shift.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.675758Z

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.

source=pdf_text observed=2026-08-12T14:01:41.403136Z digest=sha256:f5f27bb58c781a3615e46ab4b0d7f5fc578fdf1e94903260b4bd362058679648

Observation 75b6184d-628f-4045-8014-aa06a4e4f31a · outbound

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

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.

source=pdf_text observed=2026-08-12T14:01:41.409683Z digest=sha256:ba85375405365fa51712864b1d48ad08bbbb4819308e7aa1d61847f89b8a2986

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

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

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.

source=pdf_text observed=2026-08-12T14:01:41.416164Z digest=sha256:94099fde1aba0779329c24528d8a8c8d8eb0a354084de47804bec3b6670acad7

Observation b37bf1e9-2c04-4f9a-bdb1-6d6a0da3e612 · outbound

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

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

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no resolver link, observed 2026-08-12T14:01:41.421711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.421711Z digest=sha256:7c73b4cdb129c687c5563d897065cc883780dbcedc267e0fdc8d5e1a57d17be7

Observation 3430bbff-3f71-4fc1-9474-13c77bfbd341 · outbound

This paper cites T2vsafetybench: Evaluating the safety of text-to-video generative models.Advances in Neural In- formation Processing Systems, 37:63858–63872, 2024.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.651236Z

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.

source=pdf_text observed=2026-08-12T14:01:41.427081Z digest=sha256:7ece50c9c80a9eee3f8359869ee467247d37439213d960922b4720dd95cd9917

Observation 9cbb6cf0-a596-4ec5-808f-38138c7904fb · outbound

This paper cites OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation.

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

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no resolver link, observed 2026-08-12T14:01:41.432312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.432312Z digest=sha256:9e1894c7b8bc6da112188a7c790399b7d53a17b2316c6a1c7085b555104faa1c

Observation c6ebe9aa-8a0d-474c-b5f6-506e679252c8 · outbound

This paper cites T2veval: Benchmark dataset and objective evaluation method for t2v-generated videos.Displays, page 103178,.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.634346Z

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.

source=pdf_text observed=2026-08-12T14:01:41.439770Z digest=sha256:dd434bcfbd319f28a3c307b7024158822a902810b1b74341a41e7682bdc91754

Observation 9085880b-0bed-4c4d-871b-ad881d48e851 · outbound

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

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

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unresolved
no resolver link, observed 2026-08-12T14:01:41.446099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.446099Z digest=sha256:d9f390339ef2687fbcc486b83b3f6a27b206b8bb3598a7ef5017461f069ed13e

Observation 91185768-7cf0-4da1-a1a5-4580ab734650 · outbound

This paper cites Kling-omni technical report, 2025.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Kling-omni technical report, 2025

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.618604Z

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.

source=pdf_text observed=2026-08-12T14:01:41.451995Z digest=sha256:1c51cffeada7fa7e73e20de94f2ae21219432682098b11428d129c9fcdf3c562

Observation 787ac11e-2afb-4b10-959c-eebed3a757ad · outbound

This paper cites Videotetris: Towards compositional text-to-video generation.Advances in Neural Information Processing Sys- tems, 37:29489–29513, 2024.

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

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verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.602757Z

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.

source=pdf_text observed=2026-08-12T14:01:41.457213Z digest=sha256:11e9e90f9e0c50d5d1a9688b960a4eb4dfb704785b523dc9ea53b239d8157c4d

Observation aa6d094c-6ecd-415f-a8a3-05a3584c3702 · outbound

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

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Manipulating Multimodal Agents via Cross-Modal Prompt Injection

Reference 33

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unresolved
no resolver link, observed 2026-08-12T14:01:41.462806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.462806Z digest=sha256:2ab95f859731dbfd36f80f8f554dc83d04d5b21bb09ec4cf5112afcb09b3a7ae

Observation 7f40b8f3-844b-41c1-9968-e5b0f8480707 · outbound

This paper cites Jail- broken: How does llm safety training fail?Advances in neu- ral information processing systems, 36:80079–80110, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.583597Z

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.

source=pdf_text observed=2026-08-12T14:01:41.470170Z digest=sha256:39424cd59df8dd701022249dde3415c653d9e5b4cc828875e1b9b60a4b44ed18

Observation fc4eeec0-dd76-452b-abce-c1d7f2013989 · outbound

This paper cites Defensive prompt patch: A robust and generalizable defense of large language models against jailbreak attacks.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.560545Z

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.

source=pdf_text observed=2026-08-12T14:01:41.484064Z digest=sha256:7388530fa9b5571c42ddb0f1d044ac2260ce8c48effbe84b72633704963191b5

Observation 532d45e4-ee0e-4995-a0ca-a53616ba061a · outbound

This paper cites Video- eraser: Concept erasure in text-to-video diffusion models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.541646Z

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.

source=pdf_text observed=2026-08-12T14:01:41.490263Z digest=sha256:cb8c7ff732962d0a91661510dbc2f69b7db858ad72aa6b32098cd0104e77c30e

Observation 6b4a4a8d-21e5-42fe-a6fa-0d08d8f668dd · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.500641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.500641Z digest=sha256:9e22461aa73da0eb62aaae45b130268dc047fda761c39ae6e9f01a2263f5bc79

Observation 81a610f3-d5d9-4ea5-a11e-e2d4588ba948 · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.509428Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T14:01:41.509428Z digest=sha256:6fd0427ff05b0c80e6380b969df548aa61cbd7a85f84c95e207fb13c1aaf3f41

Observation 62a1afb1-8ef7-4f5d-9bd2-81bbc9236c81 · outbound

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

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.516193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.516193Z digest=sha256:1d950dbc91f2c8945a759684a1d6c11155c0db67f30d09b754b2b3dd6a5ec202

Observation f9a84e0f-5891-4928-8125-6b618b3d553f · outbound

This paper cites Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.521564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.521564Z digest=sha256:dbfcc27dbcb91ad145236a3c5929199e93842d5b794b3115d0e3648a99da4df9

Observation dd8eaec9-7540-4b66-b0ff-cf4653a68eb6 · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.527677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.527677Z digest=sha256:800b2e6adcc2258166bab2431e34e286430a37359254131a9a3e8aa11ca0154c

Observation d33333d5-1b61-4c26-b77e-7a84afc3ae10 · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.533067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.533067Z digest=sha256:90f8b22405e2b392b4ca6d3eb441fa77181cfa4652b1373b8e92530a1702f032

Observation 2ab41e49-4e0a-42f6-bcc1-bdcd5fa9660a · outbound

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

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.522597Z

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.

source=pdf_text observed=2026-08-12T14:01:41.539171Z digest=sha256:06e4f8034d2bb706c0adcab1b509938e0f5711f350c0f20b7733086a5639f4c9

Observation c100e2ec-4c37-49f1-bdfa-be661290bb15 · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.549719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.549719Z digest=sha256:733d5bc9c23e7bdef3f5ca4d5b49854d16abd2017e246255bb2a8462f47c707a

Observation 19624e28-881f-42bb-964d-0cfc1773be5d · outbound

This paper cites BadRobot: Jailbreaking Embodied LLM Agents in the Physical World.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense BadRobot: Jailbreaking Embodied LLM Agents in the Physical World

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.556081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.556081Z digest=sha256:7cd24b88bd9992c9a7201359c2c497466b2c8ba88b3ac7c36feb483058f0bbe8

Observation 4e47367e-6738-42a7-9a3e-be9d00ec226c · outbound

This paper cites Jbshield: Defending large lan- guage models from jailbreak attacks through activated con- cept analysis and manipulation.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:01:42.503946Z

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.

source=pdf_text observed=2026-08-12T14:01:41.562372Z digest=sha256:483a63ec4c7b757d23e56666dfb8746114c9713028785c248d6d7d1b27c964ca

Observation 9f387c79-6dd8-4fdd-9df1-3c138f0b56fd · outbound

This paper cites Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.567414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.567414Z digest=sha256:a5c718ba58e5c1f51a3bfddf2cd86571cf302ac4c24d90fc138ca0b21d8e8dc2

Observation 1fa8f2b4-2334-4a8e-bc4d-9c924c6f477b · outbound

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

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Open-Sora: Democratizing Efficient Video Production for All

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.585415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.585415Z digest=sha256:5b3158be2b4a274beb56eeb3044bf257ce689d5adf72038a2b24f1777d036df0

Observation 827e0253-8a58-4128-9d07-a5c44328da0a · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T14:01:41.590694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:01:41.590694Z digest=sha256:7a46ae7fab6f09808fdd8bfe0a240e205895520b208f1c3be2fb1a4873afebca

Pith citing papers

No inbound Pith citation observations are available.