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Repository for the Paper (preprint) --- Visual Adversarial Examples Jailbreak Large Language Models

active 2023-09-252026-05-16 (UTC)

Partial coverage19,613 / 25,270 hourly files (78%) · 2 absent upstream · 5,654 failed, retryable2023-09-242026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
196
Pushes
0
Pull requests
1
Issues
24
Stars
117
Forks
22

Activity over time

Daily event counts in the loaded window

Line chart, 965 days from 2023-09-25 to 2026-05-16. Pushes: 0 total, peak 0 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 24 total, peak 3 in a day. Comments: 32 total, peak 4 in a day. Stars: 117 total, peak 2 in a day.

  • Pushes
  • Pull requests
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  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
Unispac150013
Fab-Liu8013
payphone1315002
JarvisUSTC5004
xlnn3001
ifshine3001
GuangzhiSu3001
roywang0212000
keven9807162001
YitingQu1001
wenxind1001
gzcch1000
jS5t3r1000
rain305f1001
wdmzsslj1001
Harry-mic1000
chrisyxue1001
simplelifetime1000
GnanaRaphaelina1000
OnlyForWW1001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#23wdmzsslj2025-09-25 06:06
    Could you please explain how to run this experiment using multiple GPUs?
  • Issue comment#35wenxind2025-08-17 00:57
    Regarding attacks on other VLM models
  • Issue comment#36OnlyForWW2025-07-08 07:06
    我在中国大陆如何运行这个项目。(运行指北)
  • Issue comment#37payphone1312025-06-09 02:41
    unable to reproduce results on llava-llama-2
  • Issue#33jS5t3r2025-01-28 05:24
    [question] Smaller GPU possible?
  • Issue#32payphone1312024-11-05 03:55
    about adversarial images on other models
  • Issue comment#30JarvisUSTC2024-10-08 00:10
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue#30JarvisUSTC2024-10-08 00:10
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30Unispac2024-10-06 18:35
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#31GuangzhiSu2024-10-03 20:45
    Missing of rtp_prompts.jsonl and 'challenging' attribute
  • Issue#31GuangzhiSu2024-10-03 20:45
    Missing of rtp_prompts.jsonl and 'challenging' attribute
  • Issue#31GuangzhiSu2024-10-03 20:40
    Missing of rtp_prompts.jsonl and 'challenging' attribute
  • Issue comment#30JarvisUSTC2024-10-01 07:27
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30Unispac2024-09-29 21:49
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30Unispac2024-09-29 21:49
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30JarvisUSTC2024-09-29 05:59
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30JarvisUSTC2024-09-29 05:47
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue comment#30Unispac2024-09-28 18:55
    Question about reproducing the experiment results in Table 3 (Can not reproduce the results of LLaVA)
  • Issue#27payphone1312024-08-28 03:42
    about different text generation methods
  • Issue comment#25payphone1312024-08-22 03:23
    about the format of images
  • Issue#25payphone1312024-08-20 03:37
    about the format of images
  • Issue comment#10xlnn2024-08-10 03:04
    HFValidator error while running demo.py
  • Issue#24xlnn2024-08-09 11:24
    The results are all target_loss: 10.375000.Why?
  • Issue#23xlnn2024-08-05 05:02
    Runtime Error!
  • Issue comment#22Unispac2024-07-01 05:31
    A question on the training pipeline

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 117 stars here means stars gained during the window, not the repo's star count.