Keeping Android safe: Security enhancements in Nougat

Android 7.0 Nougat 安全增强
Android 7.0 Nougat 引入了一系列的安全增强功能,包括改进的 DirectBoot 模式,允许用户在不解锁设备的情况下使用电话应用等基本功能;重新架构的媒体服务器,通过沙箱技术减少潜在攻击面;加强了加密支持,并引入文件级加密;增强了系统更新机制,简化了 OTA 更新流程。

Over the course of the summer, we previewed a variety of security enhancements in Android 7.0 Nougat: an increased focus on security with our vulnerability rewards program, a new Direct Boot mode, re-architected mediaserver and hardened media stack, apps that are protected from accidental regressions to cleartext traffic, an update to the way Android handles trusted certificate authorities, strict enforcement of verified boot with error correction, and updates to the Linux kernel to reduce the attack surface and increase memory protection. Phew!

Now that Nougat has begun to roll out, we wanted to recap these updates in a single overview and highlight a few new improvements.

Direct Boot and encryption

In previous versions of Android, users with encrypted devices would have to enter their PIN/pattern/password by default during the boot process to decrypt their storage area and finish booting. With Android 7.0 Nougat, we’ve updated the underlying encryption scheme and streamlined the boot process to speed up rebooting your phone. Now your phone’s main features, like the phone app and your alarm clock, are ready right away before you even type your PIN, so people can call you and your alarm clock can wake you up. We call this feature Direct Boot.

Under the hood, file-based encryption enables this improved user experience. With this new encryption scheme, the system storage area, as well as each user profile storage area, are all encrypted separately. Unlike with full-disk encryption, where all data was encrypted as a single unit, per-profile-based encryption enables the system to reboot normally into a functional state using just device keys. Essential apps can opt-in to run in a limited state after reboot, and when you enter your lock screen credential, these apps then get access your user data to provide full functionality.

File-based encryption better isolates and protects individual users and profiles on a device by encrypting data at a finer granularity. Each profile is encrypted using a unique key that can only be unlocked by your PIN or password, so that your data can only be decrypted by you.

Encryption support is getting stronger across the Android ecosystem as well. Starting with Marshmallow, all capable devices were required to support encryption. Many devices, like Nexus 5X and 6P also use unique keys that are accessible only with trusted hardware, such as the ARM TrustZone. Now with 7.0 Nougat, all new capable Android devices must also have this kind of hardware support for key storage and provide brute force protection while verifying your lock screen credential before these keys can be used. This way, all of your data can only be decrypted on that exact device and only by you.

The media stack and platform hardening

In Android Nougat, we’ve both hardened and re-architected mediaserver, one of the main system services that processes untrusted input. First, by incorporating integer overflow sanitization, part of Clang’s UndefinedBehaviorSanitizer, we prevent an entire class of vulnerabilities, which comprise the majority of reported libstagefright bugs. As soon as an integer overflow is detected, we shut down the process so an attack is stopped. Second, we’ve modularized the media stack to put different components into individual sandboxes and tightened the privileges of each sandbox to have the minimum privileges required to perform its job. With this containment technique, a compromise in many parts of the stack grants the attacker access to significantly fewer permissions and significantly reduced exposed kernel attack surface.

In addition to hardening the mediaserver, we’ve added a large list of protections for the platform, including:

App security improvements

Android Nougat is the safest and easiest version of Android for application developers to use.

  • Apps that want to share data with other apps now must explicitly opt-in by offering their files through a Content Provider, like FileProvider. The application private directory (usually /data/data/) is now set to Linux permission 0700 for apps targeting API Level 24+.
  • To make it easier for apps to control access to their secure network traffic, user-installed certificate authorities and those installed through Device Admin APIs are no longer trusted by default for apps targeting API Level 24+. Additionally, all new Android devices must ship with the same trusted CA store.
  • With Network Security Config, developers can more easily configure network security policy through a declarative configuration file. This includes blocking cleartext traffic, configuring the set of trusted CAs and certificates, and setting up a separate debug configuration.

We’ve also continued to refine app permissions and capabilities to protect you from potentially harmful apps.

  • To improve device privacy, we have further restricted and removed access to persistent device identifiers such as MAC addresses.
  • User interface overlays can no longer be displayed on top of permissions dialogs. This “clickjacking” technique was used by some apps to attempt to gain permissions improperly.
  • We’ve reduced the power of device admin applications so they can no longer change your lockscreen if you have a lockscreen set, and device admin will no longer be notified of impending disable via onDisableRequested(). These were tactics used by some ransomware to gain control of a device.

System Updates

Lastly, we've made significant enhancements to the OTA update system to keep your device up-to-date much more easily with the latest system software and security patches. We've made the install time for OTAs faster, and the OTA size smaller for security updates. You no longer have to wait for the optimizing apps step, which was one of the slowest parts of the update process, because the new JIT compiler has been optimized to make installs and updates lightning fast.

The update experience is even faster for new Android devices running Nougat with updated firmware. Like they do with Chromebooks, updates are applied in the background while the device continues to run normally. These updates are applied to a different system partition, and when you reboot, it will seamlessly switch to that new partition running the new system software version.


原文地址: http://android-developers.blogspot.com/2016/09/security-enhancements-in-nougat.html

本指南详细阐述基于Python编程语言结合OpenCV计算机视觉库构建实时眼部状态分析系统的技术流程。该系统能够准确识别眼部区域,并对眨眼动作与持续闭眼状态进行判别。OpenCV作为功能强大的图像处理工具库,配合Python简洁的语法特性与丰富的第三方模块支持,为开发此类视觉应用提供了理想环境。 在环境配置阶段,除基础Python运行环境外,还需安装OpenCV核心模块与dlib机器学习库。dlib库内置的HOG(方向梯度直方图)特征检测算法在面部特征定位方面表现卓越。 技术实现包含以下关键环节: - 面部区域检测:采用预训练的Haar级联分类器或HOG特征检测器完成初始人脸定位,为后续眼部分析建立基础坐标系 - 眼部精确定位:基于已识别的人脸区域,运用dlib提供的面部特征点预测模型准确标定双眼位置坐标 - 眼睑轮廓分析:通过OpenCV的轮廓提取算法精确勾勒眼睑边缘形态,为状态判别提供几何特征依据 - 眨眼动作识别:通过连续帧序列分析眼睑开合度变化,建立动态阈值模型判断瞬时闭合动作 - 持续闭眼检测:设定更严格的状态持续时间与闭合程度双重标准,准确识别长时间闭眼行为 - 实时处理架构:构建视频流处理管线,通过帧捕获、特征分析、状态判断的循环流程实现实时监控 完整的技术文档应包含模块化代码实现、依赖库安装指引、参数调优指南及常见问题解决方案。示例代码需具备完整的错误处理机制与性能优化建议,涵盖图像预处理、光照补偿等实际应用中的关键技术点。 掌握该技术体系不仅有助于深入理解计算机视觉原理,更为疲劳驾驶预警、医疗监护等实际应用场景提供了可靠的技术基础。后续优化方向可包括多模态特征融合、深度学习模型集成等进阶研究领域。 资源来源于网络分享,仅用于学习交流使用,请勿用于商业,如有侵权请联系我删除!
评论
成就一亿技术人!
拼手气红包6.0元
还能输入1000个字符
 
红包 添加红包
表情包 插入表情
 条评论被折叠 查看
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值