, news reports, textbook pages).
Image generators render false claims as credible visual evidence despite knowing they are false
The authors show that over 70% of false-claim prompts elicit realistic misinformation, and an adaptive attack raises this rate above 95%.
Top University
Zeyu Ye · Yanchun Li · Sibei He · Meng Xie · Hangtao Zhang · Xianlong Wang · +5 more
Xiangtan University · Jinan University · Huazhong University of Science and Technology · City University of Hong Kong · Changsha University of Science and Technology
Research Digest··3 min read
The authors introduce EpiReal-Bench, a benchmark of 10,000 false-claim prompts and generated images spanning 10 claim categories and 10 visual formats.
Why this paper
From City University of Hong Kong and 6 others
In one line
Commercial image generators render over 70% of false claims as credible images; an attack raises this to 95%.
What we could check
- ·No code link found
- ·No weights link found
- ·No dataset link found
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- ✓Limitations stated by the authors (2 noted)
- ✓Reports numbers on named benchmarks
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