The latest Android and Google Play news for app and game developers.
Updates are essential for security, but they can be difficult and expensive for device manufacturers. Project Treble is making updates easier by separating the underlying vendor implementation from the core Android framework. This modularization allows platform and vendor-provided components to be updated independently of each other. While easier and faster updates are awesome, Treble's increased modularity is also designed to improve security.
The traditional method of running HALs in-process means that the process needs all the permissions required by each in-process HAL, including direct access to kernel drivers. Likewise, all HALs in a process have access to the same set of permissions as the rest of the process, including permissions required by other in-process HALs. This results in over-privileged processes and HALs that have access to permissions and hardware that they shouldn't.
Moving HALs into their own processes better adheres to the principle of least privilege. This provides two distinct advantages:
Moving HALs into their own processes is great for security, but it comes at the cost of increased IPC overhead between the client process and the HAL. Improvements to the binder driver made IPC between HALs and clients practical. Introducing scatter-gather into binder improves the performance of each transaction by removing the need for the serialization/deserialization steps and reducing the number of copy operations performed on data from three down to one. Android O also introduces binder domains to provide separate communication streams for vendor and platform components. Apps and the Android frameworks continue to use /dev/binder, but vendor-provided components now use /dev/vndbinder. Communication between the platform and vendor components must use /dev/hwbinder. Other means of IPC between platform and vendor are disallowed.
Many of the services offered to apps by the core Android OS are provided by the system server. As Android has grown, so has system server's responsibilities and permissions, making it an attractive target for an attacker. As part of project Treble, approximately 20 HALs were moved out of system server, including the HALs for sensors, GPS, fingerprint, Wi-Fi, and more. Previously, a compromise in any of those HALs would gain privileged system permissions, but in Android O, permissions are restricted to the subset needed by the specific HAL.
Efforts to harden the media stack in Android Nougat continued in Android O. In Nougat, mediaserver was split into multiple components to better adhere to the principle of least privilege, with audio hardware access restricted to audioserver, camera hardware access restricted to cameraserver, and so on. In Android O, most direct hardware access has been entirely removed from the media frameworks. For example HALs for audio, camera, and DRM have been moved out of audioserver, cameraserver, and drmserver respectively.
De-privileging system server and the media frameworks is important because they interact directly with installed apps. Removing direct access to hardware drivers makes bugs difficult to reach and adds another layer of defense to Android's security model.
Mobile apps entertain and assist us, make it easy to communicate with friends and family, and provide tools ranging from maps to electronic wallets. But these apps could also seek more device information than they need to do their job, such as personal data and sensor data from components, like cameras and GPS trackers.
To protect our users and help developers navigate this complex environment, Google analyzes privacy and security signals for each app in Google Play. We then compare that app to other apps with similar features, known as functional peers. Creating peer groups allows us to calibrate our estimates of users' expectations and set adequate boundaries of behaviors that may be considered unsafe or intrusive. This process helps detect apps that collect or send sensitive data without a clear need, and makes it easier for users to find apps that provide the right functionality and respect their privacy. For example, most coloring book apps don't need to know a user's precise location to function and this can be established by analyzing other coloring book apps. By contrast, mapping and navigation apps need to know a user's location, and often require GPS sensor access.
One way to create app peer groups is to create a fixed set of categories and then assign each app into one or more categories, such as tools, productivity, and games. However, fixed categories are too coarse and inflexible to capture and track the many distinctions in the rapidly changing set of mobile apps. Manual curation and maintenance of such categories is also a tedious and error-prone task.
To address this, Google developed a machine-learning algorithm for clustering mobile apps with similar capabilities. Our approach uses deep learning of vector embeddings to identify peer groups of apps with similar functionality, using app metadata, such as text descriptions, and user metrics, such as installs. Then peer groups are used to identify anomalous, potentially harmful signals related to privacy and security, from each app's requested permissions and its observed behaviors. The correlation between different peer groups and their security signals helps different teams at Google decide which apps to promote and determine which apps deserve a more careful look by our security and privacy experts. We also use the result to help app developers improve the privacy and security of their apps.
These techniques build upon earlier ideas, such as using peer groups to analyze privacy-related signals, deep learning for language models to make those peer groups better, and automated data analysis to draw conclusions.
Many teams across Google collaborated to create this algorithm and the surrounding process. Thanks to several, essential team members including Andrew Ahn, Vikas Arora, Hongji Bao, Jun Hong, Nwokedi Idika, Iulia Ion, Suman Jana, Daehwan Kim, Kenny Lim, Jiahui Liu, Sai Teja Peddinti, Sebastian Porst, Gowdy Rajappan, Aaron Rothman, Monir Sharif, Sooel Son, Michael Vrable, and Qiang Yan.
For more information on Google's efforts to detect and fight potentially harmful apps (PHAs) on Android, see Google Android Security Team's Classifications for Potentially Harmful Applications.
S. Jana, Ú. Erlingsson, I. Ion (2015). Apples and Oranges: Detecting Least-Privilege Violators with Peer Group Analysis. arXiv:1510.07308 [cs.CR].
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, J. Dean (2013). Distributed Representations of Words and Phrases and their Compositionality. Advances in Neural Information Processing Systems 26 (NIPS 2013).
Ú. Erlingsson (2016). Data-driven software security: Models and methods. Proceedings of the 29th IEEE Computer Security Foundations Symposium (CSF'16), Lisboa, Portugal.
Calling all indie developers with fun and creative mobile games: we want to see your latest work! We'll be back with the second Google Play Indie Games Festival taking place in San Francisco on September 23rd.
If you're an indie developer based in the US or Canada and want to submit your game, visit the submission form and enter now through August 6th at 11:59PM PST.
If chosen as one of the 20 Finalists, you could have a chance to demo your game at the event and compete for prizes and bragging rights, to go home as one of the three festival winners!
Poor app performance is something that many users have experienced. Think about that last time you experienced an app crashing, failing to respond, or rendering slowly. Consider your reaction when checking the battery usage on your own device, and seeing an app using excessive battery. When an app performs badly, users notice. In fact, in an internal analysis of app reviews on Google Play, we noticed that half of the 1-star reviews mentioned app stability.
Conversely, people consistently reward the best performing apps with better ratings and reviews. This leads to better rankings on Google Play, which helps increase installs. Not only that, but users stay more engaged, and are willing to spend more time and money.
At Google I/O 2017, we announced the new Android vitals dashboard in the Google Play Console. Android vitals is designed to help you understand and analyze bad app behaviors, so you can improve your app's performance and reap the benefits of better performance.
Android vitals helps identify opportunities to improve your app's performance. The dashboards are useful for engineers and business owners alike, offering quick reference performance metrics to monitor your app so you can analyze the data and dedicate the right resources to make improvements.
You'll see the following data collected from Android devices whose users have opted in to automatically share usage and diagnostics data:
Read our best practice article on Android vitals to understand the data shown in the dashboards, and how you can improve your app's performance and stability. Watch the I/O session to learn about more tools from Android and Google Play that you can use to identify and fix bad behaviors:
Learn more about other Play Console features, and stay up to date with news and tips to succeed on Google Play, with the Playbook app. Join the beta and install it today.
How useful did you find this blogpost?
Android Things makes building connected embedded devices easy by providing the same Android development tools, best-in-class Android framework, and Google APIs that make developers successful on mobile. Since the initial preview launch back in December, the community has turned some amazing ideas into exciting prototypes using the platform.
To empower these makers and developers using Android Things to share and learn from each other, we have partnered with Hackster.io to create a community where aspiring IoT developers can go to showcase their projects and get inspired by the work of others. Hackster.io is a community of 200,000 engineers and developers dedicated to building internet-connected hardware projects. They also seek to educate and challenge members through live workshops and design contests.
We are eager to see the projects that you come up with. More importantly, we're excited to see how your work can inspire other developers to create something great with Android Things. Visit our Hackster.io community to see the amazing projects others have already built and join the community today!
We will be hosting a webinar in cooperation with Hackster.io on July 7th, 2017 at 10AM PST titled Bootstrapping IoT Products with Android Things. During this time, you will learn how we have designed Android Things to address many of the pain points experienced by developers attempting to build IoT products. You will also have the opportunity to send in questions you have regarding the platform and ecosystem. Register today to join us for this exciting event!
Today we are launching a preview of the Android Things Console. This console allows developers to manage the software running on their fleet of Android Things IoT devices, including creating factory images, as well as updating the operating system and developer-provided APKs. Devices need to run a system image downloaded via the Android Things Console in order to receive future updates, such as the upcoming Developer Preview 5. Google provides all of the infrastructure for over-the-air (OTA) updates, so developers can focus on their specific application and not have to build their own implementation – getting their IoT devices to enter the market faster and more securely than before.
Let's take a tour of the console, and see the features it offers.
The developer first defines a product, which includes selecting a name and the type of System-on-Module (SoM) that the device is based on. Many developers want to use Google Play Services when building IoT devices, and this is configured here as an optional feature. The size of the OEM partition is also configured, and must be large enough to include the size of any future APK growth.
A device needs an initial base firmware to receive future updates for the correct product from your console. For starters, you can simply use "Create Build Configuration" to build a default factory image with an empty bundle that is configured for your product. This factory image can then be downloaded and flashed to your device, and you can start developing on it by sideloading an APK.
Later on, once you have prepared an application that you would like to deploy to all the devices in your product, you can upload a bundle to the console. This bundle is a ZIP file that contains a main APK file, user space drivers as a service in an APK, and any additional APKs launched by the main APK. A bootanimation.zip file is also supported, which will be displayed during boot up. The uploaded bundle ZIP file is then used to produce a complete system image that can be deployed to devices. More information about the bundle ZIP file contents is available in the documentation.
This tab allows the developer to select which system image should be pushed to the fleet of product devices. The developer selects one, and then "Push to Devices" starts the process. The update will then be securely pushed to all of the devices, installed to one of the A/B partitions, and made active when the device is rebooted. If any failures are detected, the device automatically rolls back to the previous known working version, so future updates are still possible. Developers will be able to test new releases of Android Things in advance and decide whether devices should be updated automatically.
The Android Things Console is currently a preview, and we are working on many more features and customizations. We encourage all Android Things developers to check out the Android Things Console and provide feedback. You can do this by filing bug reports and feature requests, and asking any questions on Stack Overflow. To learn more about the Android Things Console, read the detailed documentation. We also encourage everyone to join Google's IoT Developers Community on Google+, a great resource to get updates and discuss ideas.
The processing of external and untrusted content is often one of the most important functions of an app. A newsreader shows the top news articles and a shopping app displays the catalog of items for sale. This comes with associated risks as the processing of untrusted content is also one of the main ways that an attacker can compromise your app, i.e. by passing you malformed content.
Many apps handle untrusted content using WebView, and we've made many improvements in Android over the years to protect it and your app against compromise. With Android Lollipop, we started delivering WebView as an independent APK, updated every six weeks from the Play store, so that we can get important fixes to users quickly. With the newest WebView, we've added a couple more important security enhancements.
Starting with Android O, WebView will have the renderer running in an isolated process separate from the host app, taking advantage of the isolation between processes provided by Android that has been available for other applications.
Similar to Chrome, WebView now provides two levels of isolation:
The newest version of WebView incorporates Google's Safe Browsing protections to detect and warn users about potentially dangerous sites.. When correctly configured, WebView checks URLs against Safe Browsing's malware and phishing database and displays a warning message before users visit a dangerous site. On Chrome, this helpful information is displayed more than 250 million times a month, and now it's available in WebView on Android.
To enable Safe Browsing for all WebViews in your app, add in a manifest tag:
<manifest> <meta-data android:name="android.webkit.WebView.EnableSafeBrowsing" android:value="true" /> . . . <application> . . . </application> </manifest>
Because WebView is distributed as a separate APK, Safe Browsing for WebView is available today for devices running Android 5.0 and above. With just one added line in your manifest, you can update your app and improve security for most of your users immediately.
Play Console
