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cs.LG2024★ 2 cited
SOPHON: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models
Jiangyi Deng, Shengyuan Pang, Yanjiao Chen +4
Instead of building deep learning models from scratch, developers are more and more relying on adapting pre-trained models to their customized tasks. However, powerful pre-trained…
cs.LG2021★ 1 cited
FakeWake: Understanding and Mitigating Fake Wake-up Words of Voice Assistants
Yanjiao Chen, Yijie Bai, Richard Mitev +3
In the area of Internet of Things (IoT) voice assistants have become an important interface to operate smart speakers, smartphones, and even automobiles. To save power and protect…