首份大规模车联网隐私审计报告
推荐指数 38.0 NO. 011 · 2026.10.05
发布2026/10/04Score198Comments127
为什么值得看
研究团队联合《消费者报告》对21辆新款汽车和30个配套App进行了首次大规模隐私测量研究，发现超75%的新车具备联网功能且数据收集范围远超用户认知。对AI工程师而言，这是理解物联网边缘数据采集逻辑和合规风险的罕见样本。
编辑判断
车联网的数据采集粒度比手机更危险——汽车有CAN总线读取刹车、油门、车门状态，有麦克风监听车内对话，有GPS持续追踪位置，而这些权限在购车时几乎不可拒绝。研究团队花了数月与车企走披露流程，说明厂商本身也清楚这套数据架构的敏感性。
对AI从业者来说，这是观察'物理世界数据入口'如何被设计的绝佳案例。如果你在做边缘AI、智能座舱或自动驾驶数据闭环，需要特别关注：你的模型训练数据来源是否涉及未经充分告知的采集，这在美国FTC和欧盟DSA框架下正成为执法重点。另外，127条HN评论中大量讨论的是'如何物理断开蜂窝模块'，说明技术社区对软件层面 opt-out 已不信任。
社区反馈
负面 114 条评论
核心争论：车联网隐私侵犯已成常态，用户是否只能接受或存在有效退出机制
I’ve been constantly telling everyone I know about this since the patriot act was signed and basically 100% of people don’t care in my experience They just want to be able to connect their phone and have their music/video available and think that because they are “not doing anything wrong” they
Well, just the fact that you don't pay for the monthly cellular subscription these cars use should tell you all you need to know about who's the product in this situation.
Even if you pay, that doesn't change anything. Implying that payment will stop the tracking is a red herring.