BriefGPT.xyz
Jun, 2023
利用激活优化检测特洛伊模型
Trojan Model Detection Using Activation Optimization
HTML
PDF
Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
TL;DR
本文提出了一种基于激活优化的机器学习预训练模型特征提取方法,并训练分类器来检测Trojan模型,该方法在两个公开数据集上达到了最先进的性能。
Abstract
Due to data's unavailability or large size, and the high computational and human labor costs of training
machine learning models
, it is a common practice to rely on open source
pre-trained models
whenever possibl
→