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Paper Citation Record · LEDGER

HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2408.13896.

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

pith.paper-citation-record.v1
2408.13896 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:53:14.954938Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:15:04.865704Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8047497f-6431-4694-a099-614c5e31aaef · inbound

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey cites this paper.

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-12T20:53:14.954938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:53:14.954938Z digest=sha256:33699a20556bb88f4971c8dea4a32bd71c2c3c6cd58910aabde98ed883438344

Observation 0c41b359-e9af-422b-8fca-b3ff5eae6d77 · inbound

Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models cites this paper.

Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T20:41:16.054907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:41:16.054907Z digest=sha256:06ec45544a00d01bc959b41137a17cfb8cf1cdb5fcaa2f40a6967f79a1e757f4

Observation 7bfc113c-a96e-44b3-b472-e36be78e9dc8 · inbound

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization cites this paper.

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T20:20:19.189294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:20:19.189294Z digest=sha256:fcbd566e2f5e237fb8ab33085ea5e1e6efe7f0f70395a3522c09ac2c29464a8c

Observation b67feb14-8d57-47ec-81a3-1d0d09616a08 · inbound

Dynamic Optimization and Safety Indicator Injection for Jailbreaking Text-to-Image Models with Multimodal Safety Filters cites this paper.

Dynamic Optimization and Safety Indicator Injection for Jailbreaking Text-to-Image Models with Multimodal Safety Filters HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:26:00.518789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:26:00.518789Z digest=sha256:82eeda353c952efb8ee03d5217a898fdc0eb9d1196a32e8a3b627f2a4ba5b42d

Observation d26723c8-9118-4275-900c-63bbd3b3025c · inbound

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

Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:46:18.819612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:46:18.819612Z digest=sha256:3f6b808d42f5d80cfbb6204fd5afe4e4e56638f7eb9af85fd408b142ab891aee

Observation 43f70723-6025-42db-b748-8a2870cb727d · inbound

PRJ: Perception-Retrieval-Judgement for Generated Images cites this paper.

PRJ: Perception-Retrieval-Judgement for Generated Images HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:02:05.165367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:02:05.165367Z digest=sha256:fb25e27df52bb7c3d4bbc4e845e7747944f6bc2db79c2855aeb36e88facb850f

Observation a6b983d6-49ab-4cdd-967c-1d567a4bd97d · inbound

Trojan Horse Prompting: Jailbreaking Conversational Multimodal Models by Forging Assistant Message cites this paper.

Trojan Horse Prompting: Jailbreaking Conversational Multimodal Models by Forging Assistant Message HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:46:27.054948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:46:27.054948Z digest=sha256:7be0cd4594498bd84af15e5539d6b71154c36ecbd6af9ed097cc5f58d34b96f2

Observation c1351f2b-2b97-4f10-a6ff-09a77444a97b · inbound

GIFT: Gradient-aware Immunization of diffusion models against malicious Fine-Tuning with safe concepts retention cites this paper.

GIFT: Gradient-aware Immunization of diffusion models against malicious Fine-Tuning with safe concepts retention HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T16:26:21.281979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:26:21.281979Z digest=sha256:f7b20a42a0d27262fcd933db7c119e77dac966443606a5a19583509fa7a2d84d

Observation 9b2b4ba2-bd34-437a-9093-980873bbbce2 · inbound

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models cites this paper.

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:15:04.873199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T12:15:04.441001Z digest=sha256:a1a206b3099926070888c48679ce49f64d6c93b2a2f957768b9503c2805106ad