Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning

Zijian Wang, Shuo Huang, Yujin Huang +1

In recent years, on-device deep learning has gained attention as a means of developing affordable deep learning applications for mobile devices. However, on-device models are const…