Home/Compare/image-hijacks vs Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

Comparison

image-hijacks vs Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

Verdict

Pick image-hijacks if image Hijacks is an advanced adversarial AI tool for generating images that can control the output of generative models at runtime; pick Visual-Adversarial-Examples-Jailbreak-Large-Language-Models if this tool focuses on generating and studying visual adversarial examples designed to exploit vulnerabilities in large language models such as MiniGPT-4.

Markdown twin · image-hijacks alternatives · Visual-Adversarial-Examples-Jailbreak-Large-Language-Models alternatives

GraphCanon updated 2w

image-hijacks logo

image-hijacks

euanong/image-hijacks

57pushed Sep 19, 2023
vs
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models logo

Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

Unispac/Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

282pushed May 13, 2024

Trust & integrity

Signalimage-hijacksVisual-Adversarial-Examples-Jailbreak-Large-Language-Models
Maintenance
Dormant (1050d since push)
As of 2w · github_public_v1
Dormant (813d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Personal account
As of 2w · github_public_v1
Not a fork · Personal account
As of 2w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1

Tagline

image-hijacks
Adversarial Images Control Generative Models at Runtime
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
Repository for visual adversarial examples that jailbreak large language models

Stars

image-hijacks
57
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
282

Forks

image-hijacks
13
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
30

Open issues

image-hijacks
8
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
24

Language

image-hijacks
Python
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
Python

Adopt for

image-hijacks
Image Hijacks is an advanced adversarial AI tool for generating images that can control the output of generative models at runtime.
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
This tool focuses on generating and studying visual adversarial examples designed to exploit vulnerabilities in large language models such as MiniGPT-4.

Persona

image-hijacks
-
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
-

Runtime

image-hijacks
-
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
-

License

image-hijacks
MIT
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
-

Last pushed

image-hijacks
Sep 19, 2023
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
May 13, 2024

Categories

image-hijacks
Computer Vision
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
Computer Vision, Model Training

Trust and health

Days since push

image-hijacks
1050d
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
813d

Open issues (now)

image-hijacks
8
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
24

Full report

image-hijacks
Trust report
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models
Trust report

Choose image-hijacks if…

  • Requirements: Min 8 GB RAM; System-specific adjustments might be required, such as setting the `PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring` environment variable.; Large files like cached models or data are stored in the `data/` directory. Ensure this directory is appropriately configured for storage..
  • Tags unique to image-hijacks: adversarial, generative, image manipulation, runtime control.
  • When you need to create specific adversarial scenarios where fine-tuned images manipulate generative model outputs during real-time operation.

When NOT to use image-hijacks

  • Avoid using Image Hijacks for standard machine learning tasks that do not involve runtime manipulation of AI-generated images through adversarial means.
  • Do not use this tool if you are working within a constrained or sensitive environment where introducing adversarial elements poses an additional risk to system security.

Choose Visual-Adversarial-Examples-Jailbreak-Large-Language-Models if…

  • Tags unique to Visual-Adversarial-Examples-Jailbreak-Large-Language-Models: large-language-model, visual adversarial.
  • Also covers Model Training.
  • If your goal is to research the resilience of Large Language Models against visual inputs that could mislead or 'jailbreak' their usual behavior.

When NOT to use Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

  • Avoid using this tool if your objective does not involve security testing or research concerning visual-linguistic interactions with large language models.
  • If you are looking to enhance general-purpose AI applications without considering adversarial attacks, other frameworks would be more appropriate.

Explore

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: image-hijacks 57 · Visual-Adversarial-Examples-Jailbreak-Large-Language-Models 282 (synced Aug 5, 2026).

Common questions

What is the difference between image-hijacks and Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
image-hijacks: Adversarial Images Control Generative Models at Runtime. Visual-Adversarial-Examples-Jailbreak-Large-Language-Models: Repository for visual adversarial examples that jailbreak large language models. See the comparison table for live GitHub stats and shared categories.
When should I choose image-hijacks over Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
Choose image-hijacks over Visual-Adversarial-Examples-Jailbreak-Large-Language-Models when Requirements: Min 8 GB RAM; System-specific adjustments might be required, such as setting the PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring environment variable.; Large files like cached models or data are stored in the data/ directory. Ensure this directory is appropriately configured for storage.; Tags unique to image-hijacks: adversarial, generative, image manipulation, runtime control; When you need to create specific adversarial scenarios where fine-tuned images manipulate generative model outputs during real-time operation.
When should I choose Visual-Adversarial-Examples-Jailbreak-Large-Language-Models over image-hijacks?
Choose Visual-Adversarial-Examples-Jailbreak-Large-Language-Models over image-hijacks when Tags unique to Visual-Adversarial-Examples-Jailbreak-Large-Language-Models: large-language-model, visual adversarial; Also covers Model Training; If your goal is to research the resilience of Large Language Models against visual inputs that could mislead or 'jailbreak' their usual behavior.
When should I avoid image-hijacks?
Avoid using Image Hijacks for standard machine learning tasks that do not involve runtime manipulation of AI-generated images through adversarial means. Do not use this tool if you are working within a constrained or sensitive environment where introducing adversarial elements poses an additional risk to system security.
When should I avoid Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
Avoid using this tool if your objective does not involve security testing or research concerning visual-linguistic interactions with large language models. If you are looking to enhance general-purpose AI applications without considering adversarial attacks, other frameworks would be more appropriate.
Is image-hijacks or Visual-Adversarial-Examples-Jailbreak-Large-Language-Models more popular on GitHub?
Visual-Adversarial-Examples-Jailbreak-Large-Language-Models has more GitHub stars (282 vs 57). Stars measure visibility, not whether either tool fits your constraints.
Are image-hijacks and Visual-Adversarial-Examples-Jailbreak-Large-Language-Models open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to image-hijacks or Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
GraphCanon lists graph-backed alternatives at image-hijacks alternatives and Visual-Adversarial-Examples-Jailbreak-Large-Language-Models alternatives (image-hijacks markdown twin, Visual-Adversarial-Examples-Jailbreak-Large-Language-Models markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, image-hijacks or Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
image-hijacks: Dormant. Visual-Adversarial-Examples-Jailbreak-Large-Language-Models: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for image-hijacks and Visual-Adversarial-Examples-Jailbreak-Large-Language-Models?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: image-hijacks trust report; Visual-Adversarial-Examples-Jailbreak-Large-Language-Models trust report.

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