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徐元昊-基于卷积神经网络的数据投毒实践
本实验基于 PyTorch 深度学习框架,在 MNIST 手写数字识别数据集上训练了一个简化版 AlexNet 卷积神经网络。实验模拟了 数据投毒攻击 场景:将部分训练样本的标签篡改为随机错误值,观察投毒对模型分类准确率的影响。同时,代码提供了训练过程可视化、分类 ...
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