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Weiqi Peng

2 accepted papers

2022

Learnability Lock: Authorized Learnability Control Through Adversarial Invertible Transformations

ICLR 2022poster

Owing much to the revolution of information technology, recent progress of deep learning benefits incredibly from the vastly enhanced access to data available in various digital formats. Yet those publicly accessible information also raises a fundamental issue concerning Intellectual Property, that…

Cited by 7SourcePDFScholar
2020

One-Pixel Signature: Characterizing CNN Models for Backdoor Detection

ECCV 2020poster

We tackle the convolution neural networks (CNNs) backdoor detection problem by proposing a new representation called one-pixel signature. Our task is to detect/classify if a CNN model has been maliciously inserted with an unknown Trojan trigger or not. Here, each CNN model is associated with a signa…

Cited by 77SourcePDFScholar