Wenxin Kuang

Unveiling the Pruning Risks on Privacy Vulnerabilities of Deep Neural Networks

Large-scale deep neural networks (DNNs), such as large language models, have gained immense popularity due to their outstanding performance across various tasks. However, their application in resource-constrained scenarios faces significant challenges due to the high computational costs and memory u…