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Found 5 papers, 2 papers with code
Object-oriented backdoor attack against image captioning
After training with the poisoned data, the attacked model behaves normally on benign images, but for poisoned images, the model will generate some sentences irrelevant to the given image.
Model Copyright Protection in Buyer-seller Environment
The main idea of ISNN is to make a DNN sensitive to the key and copyright information.
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection
We observe that the texture patches of images tend to reveal more traces left by generative models compared to the global semantic information of the images.
Physical Invisible Backdoor Based on Camera Imaging
Subsequently, we elaborate a special network architecture, which is easily compromised by our backdoor attack, by leveraging the attributes of the CFA interpolation algorithm and combining it with the feature extraction block in the camera identification model.
Imperceptible Backdoor Attack: From Input Space to Feature Representation
A U-net-based network is employed to generate concrete parameters of multinomial distribution for each benign input.
