应用实施零身份数据收集原则，图像分析采用边缘计算技术，确保原始照片不出设备。数据传输使用区块链指纹校验，所有识别记录以SHA-256散列值形式存储。独创的”知识蒸馏”技术能在不存取原图的情况下更新AI模型。
隐私看板实时显示数据流向，包括：图像特征向量（加密传输至识别服务器）、位置信息（可选模糊至1公里范围）、使用日志（7天后自动焚毁）。系统通过ISO/IEC 27001认证，每年进行四次渗透测试。
该架构被欧盟数据保护委员会评为”最佳实践案例”，并促成与自然保护区的合作——应用匿名收集的物种分布数据已帮助发现3个新纪录种。企业版更提供本地私有化部署方案，满足科研机构的保密需求。
This answer comes from the articleBugPic: a tool for quickly identifying insects by taking photosThe
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