2 papers
cs.LG2025
Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks
Pu Zhao, Siyue Wang, Cheng Gongye +3
Despite the great achievements of deep neural networks (DNNs), the vulnerability of state-of-the-art DNNs raises security concerns of DNNs in many application domains requiring hig…
cs.CR2025
USBSnoop -- Revealing Device Activities via USB Congestions
Davis Ranney, Yufei Wang, A. Adam Ding +1
The USB protocol has become a ubiquitous standard for connecting peripherals to computers, making its security a critical concern. A recent research study demonstrated the potentia…