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UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images.
Yiting Qu
Xinyue Shen
Yixin Wu
Michael Backes
Savvas Zannettou
Yang Zhang
Published in:
CoRR (2024)
Keyphrases
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input image
image data
image features
image collections
test images
image retrieval
original images
image analysis
image classification
labeled images
image regions
real world
segmentation method
high contrast
image pixels
image processing algorithms
intensity values
pixel values
image matching
image dataset
normalized correlation
image set
edge detection
segmentation algorithm
reference images
image structure
region of interest
image content
image noise
grey level
satellite images
feature points
illumination conditions
gray value
sample images
contrast enhancement
web images
lighting conditions
image database
segmented images
gray level images
synthesized images
imaging process
image annotation
extracted features
digital imaging
ccd camera
pixel intensities
pixel level
spatial information
natural images
visual features
low level image features
improve recognition accuracy
secret image
keypoints
image segmentation
license plate
aerial images
single image
image registration
object recognition
gaussian noise
color histogram
gray level
image representation
face images
false matches