https://blog.qife122.com/tags/%E5%AF%B9%E6%8A%97%E9%B2%81%E6%A3%92%E6%80%A7/ Recent content in 对抗鲁棒性 on 办公AI智能小助手 Hugo zh-cn qife Thu, 09 Oct 2025 06:10:10 +0800 https://blog.qife122.com/p/deepprov%E5%9F%BA%E4%BA%8E%E6%8E%A8%E7%90%86%E6%BA%AF%E6%BA%90%E5%9B%BE%E5%88%86%E6%9E%90%E7%9A%84%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E8%A1%8C%E4%B8%BA%E8%A1%A8%E5%BE%81%E4%B8%8E%E4%BF%AE%E5%A4%8D%E6%8A%80%E6%9C%AF/ Thu, 09 Oct 2025 06:10:10 +0800 https://blog.qife122.com/p/deepprov%E5%9F%BA%E4%BA%8E%E6%8E%A8%E7%90%86%E6%BA%AF%E6%BA%90%E5%9B%BE%E5%88%86%E6%9E%90%E7%9A%84%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E8%A1%8C%E4%B8%BA%E8%A1%A8%E5%BE%81%E4%B8%8E%E4%BF%AE%E5%A4%8D%E6%8A%80%E6%9C%AF/ <h1 id="deepprov基于推理溯源图分析的神经网络行为表征与修复">DeepProv：基于推理溯源图分析的神经网络行为表征与修复</h1> <p>深度神经网络（DNNs）正越来越多地被部署在高风险应用中，从自动驾驶汽车到生物特征认证。然而，它们在现实场景中不可预测和不可靠的行为需要新的方法来表征和确保其可靠性。</p>