Security Blog
The latest news and insights from Google on security and safety on the Internet
Introducing the Google Play Security Reward Program
October 19, 2017
Posted by Renu Chaudhary, Google Security and Rahul Mishra, Program Manager
We have long enjoyed a close relationship with the security research community. To recognize the valuable external contributions that help us keep our users safe online, we maintain reward programs for
Google-developed websites and apps
, for
Chrome and Chrome OS
, and for
the latest version of Android running on Pixel devices
. These programs have been a success and helped uncover hundreds of vulnerabilities, while also paying out millions of dollars to participating security researchers and research teams.
Today, we’re introducing the
Google Play Security Reward Program
to incentivize security research into popular Android apps available on Google Play. Through our collaboration with independent bug bounty platform,
HackerOne
, we’ll enable security researchers to submit an eligible vulnerability to participating developers, who are listed in the program rules. After the vulnerability is addressed, the eligible researcher submits a report to the Play Security Reward Program to receive a monetary reward from Google Play.
With the ongoing success of our other reward programs, we invite developers and the research community to work together with us on proactively improving the security of some of the most popular Android apps on Google Play.
The program limited to a select number of developers at this time to get initial feedback. Developers can contact their Google Play partner manager to show interest. All developers will benefit when bugs are discovered because we will scan all apps for them and deliver security recommendations to the developers of any affected apps. For more information, visit the
Play Security Reward Program
on HackerOne.
Behind the Masq: Yet more DNS, and DHCP, vulnerabilities
October 2, 2017
Posted by Fermin J. Serna, Staff Software Engineer, Matt Linton, Senior Security Engineer and Kevin Stadmeyer, Technical Program Manager
Our team has previously posted about
DNS vulnerabilities and exploits
. Lately, we’ve been busy reviewing the security of another DNS software package:
Dnsmasq
. We are writing this to disclose the issues we found and to publicize the patches in an effort to increase their uptake.
Dnsmasq provides functionality for serving DNS, DHCP, router advertisements and network boot. This software is commonly installed in systems as varied as desktop Linux distributions (like Ubuntu), home routers, and IoT devices. Dnsmasq is widely used both on the open
internet
and internally in private networks.
We discovered seven distinct issues (listed below) over the course of our regular internal security assessments. Once we determined the severity of these issues, we worked to investigate their impact and exploitability and then produced internal proofs of concept for each of them. We also worked with the maintainer of Dnsmasq, Simon Kelley, to produce appropriate patches and mitigate the issue.
These patches have been upstreamed and are now committed to the
project’s git repository
. In addition to these patches we have also submitted another patch which will run Dnsmasq under
seccomp-bpf
to allow for additional sandboxing. This patch has been submitted to the DNSmasq project for review and we have also made it available
here
for those who wish to integrate it into an existing install (after testing, of course!). We believe the adoption of this patch will increase the security of DNSMasq installations.
We would like to thank Simon Kelley for his help in patching these bugs in the core Dnsmasq codebase. Users who have deployed the
latest version
of Dnsmasq (2.78) will be protected from the attacks discovered here. Android partners have received this patch as well and it will be included in Android's monthly security update for October. Kubernetes versions 1.5.8, 1.6.11, 1.7.7, and 1.8.0 have been released with a patched DNS pod. Other affected Google services have been updated.
During our review, the team found three potential remote code executions, one information leak, and three denial of service vulnerabilities affecting the latest version at the project git server as of September 5th 2017.
CVE
Impact
Vector
Notes
PoC
CVE-2017-14491
RCE
DNS
Heap based overflow (2 bytes). Before 2.76 and
this commit
overflow was unrestricted.
PoC
,
instructions
and
ASAN report
CVE-2017-14492
RCE
DHCP
Heap based overflow.
PoC
,
instructions
and
ASAN report
CVE-2017-14493
RCE
DHCP
Stack Based overflow.
PoC
,
instructions
and
ASAN report
CVE-2017-14494
Information Leak
DHCP
Can help bypass ASLR.
PoC
and
Instructions
CVE-2017-14495
OOM/DoS
DNS
Lack of free()
here
.
PoC
and
instructions
CVE-2017-14496
DoS
DNS
Invalid boundary checks
here
. Integer underflow leading to a huge memcpy.
PoC
,
instructions
and
ASAN report
CVE-2017-13704
DoS
DNS
Bug collision with
CVE-2017-13704
It is worth expanding on some of these:
CVE-2017-14491 is a DNS-based vulnerability that affects both directly exposed and internal network setups. Although the latest git version only allows a 2-byte overflow, this could be exploited based on previous research. Before version 2.76 and this commit the overflow is unrestricted.
==1159==ERROR: AddressSanitizer: heap-buffer-overflow on address 0x62200001dd0b at pc 0x0000005105e7 bp 0x7fff6165b9b0 sp0x7fff6165b9a8
WRITE of size 1 at 0x62200001dd0b thread T0
#0 0x5105e6 in add_resource_record
/test/dnsmasq/src/rfc1035.c:1141:7
#1 0x5127c8 in answer_request /test/dnsmasq/src/rfc1035.c:1428:11
#2 0x534578 in receive_query /test/dnsmasq/src/forward.c:1439:11
#3 0x548486 in check_dns_listeners
/test/dnsmasq/src/dnsmasq.c:1565:2
#4 0x5448b6 in main /test/dnsmasq/src/dnsmasq.c:1044:7
#5 0x7fdf4b3972b0 in __libc_start_main (/lib/x86_64-linux-gnu/libc.so.6+0x202b0)
#6 0x41cbe9 in _start (/test/dnsmasq/src/dnsmasq+0x41cbe9)
CVE-2017-14493 is a trivial-to-exploit DHCP-based, stack-based buffer overflow vulnerability. In combination with CVE-2017-14494 acting as an info leak, an attacker could bypass ASLR and gain remote code execution.
dnsmasq[15714]: segfault at 1337deadbeef ip
00001337deadbeef
sp 00007fff1b66fd10 error 14 in libnss_files-2.24.so[7f7cfbacb000+a000]
Android is affected by CVE-2017-14496 when the attacker is local or tethered directly to the device—the service itself is sandboxed so the risk is reduced. Android partners received patches on 5 September 2017 and devices with a
2017-10-01 security patch level
or later address this issue.
Proofs of concept are provided so you can check if you are affected by these issues, and verify any mitigations you may deploy.
We would like to thank the following people for discovering, investigating impact/exploitability and developing PoCs: Felix Wilhelm, Fermin J. Serna, Gabriel Campana, Kevin Hamacher, Ron Bowes and Gynvael Coldwind of the Google Security Team.
Broadening HSTS to secure more of the Web
September 27, 2017
Posted by Ben McIlwain, Google Registry
The security of the Web is of the utmost importance to Google. One of the most powerful tools in the Web security toolbox is ensuring that
connections to websites are encrypted using HTTPS
, which prevents Web traffic from being intercepted, altered, or misdirected in transit. We have taken many actions to make the use of HTTPS more widespread, both within Google and on the larger Internet.
We began in 2010 by
defaulting to HTTPS for Gmail
and starting the transition to encrypted search by default. In 2014, we started encouraging other websites to use HTTPS by
giving secure sites a ranking boost in Google Search
. In 2016, we became a platinum sponsor of
Let’s Encrypt
, a service that provides simple and free SSL certificates. Earlier this year we announced that Chrome will start
displaying warnings on insecure sites
, and we recently introduced
fully managed SSL certificates in App Engine
. And today we’re proud to announce that we are beginning to use another tool in our toolbox, the
HTTPS Strict Transport Security (HSTS) preload list
, in a new and more impactful way.
The HSTS preload list is built in to all major browsers (Chrome, Firefox, Safari, Internet Explorer/Edge, and Opera). It consists of a list of hostnames for which browsers automatically enforce HTTPS-secured connections. For example, gmail.com is on the list, which means that the aforementioned browsers will never make insecure connections to Gmail; if the user types
http://gmail.com
, the browser first changes it to
https://gmail.com
before sending the request. This provides greater security because the browser never loads an http-to-https redirect page, which could be intercepted.
The HSTS preload list can contain individual domains or subdomains and even
top-level domains
(TLDs), which are added through the
HSTS website
. The TLD is the last part of the domain name, e.g., .com, .net, or .org.
Google operates 45 TLDs
, including .google, .how, and .soy. In 2015 we created the first secure TLD when we added .google to the HSTS preload list, and we are now rolling out HSTS for a larger number of our TLDs, starting with .foo and .dev.
The use of TLD-level HSTS allows such namespaces to be secure by default. Registrants receive guaranteed protection for themselves and their users simply by choosing a secure TLD for their website and configuring an SSL certificate, without having to add individual domains or subdomains to the HSTS preload list. Moreover, since it typically takes months between adding a domain name to the list and browser upgrades reaching a majority of users, using an already-secured TLD provides immediate protection rather than eventual protection. Adding an entire TLD to the HSTS preload list is also more efficient, as it secures all domains under that TLD without the overhead of having to include all those domains individually.
We hope to make some of these secure TLDs available for registration soon, and would like to see TLD-wide HSTS become the security standard for new TLDs.
Updated 2017-10-06
: To clear up some confusion in the responses to this post, we are not rolling out HSTS to Google's previously launched open TLDs (.how, .soy, and .みんな).
Safe Browsing: Protecting more than 3 billion devices worldwide, automatically
September 11, 2017
Posted by Stephan Somogyi, Safe Browsing Emeritus and Allison Miller, Security & Privacy
[Cross-posted from
The Keyword
]
In 2007, we
launched
Safe Browsing, one of Google’s earliest anti-malware efforts. To keep our users safe, we’d show them a warning before they visited a site that might’ve harmed their computers.
Computing has evolved a bit in the last decade, though. Smartphones created a more mobile internet, and now AI is increasingly changing how the world interacts with it. Safe Browsing also had to evolve to effectively protect users.
And it has: In May 2016, we announced that
Safe Browsing
was protecting more than 2 billion devices from badness on the internet. Today we’re announcing that Safe Browsing has crossed the threshold to 3 billion devices. We’re sharing a bit more about how we got here, and where we’re going.
What is Safe Browsing?
You may not know Safe Browsing by name, since most of the time we’re invisibly protecting you, without getting in the way. But you may have seen a warning like this at some point:
This notification is one of the visible parts of Safe Browsing, a collection of Google technologies that hunt badness—typically websites that deceive users—on the internet. We identify sites that might try to phish you, or sites that install malware or other undesirable software. The systems that make up Safe Browsing work together to identify, analyze and continuously keep Safe Browsing’s knowledge of the harmful parts of the internet up to date.
This protective information that we generate—a curated list of places that are dangerous for people and their devices—is used across many of our products. It helps keep search results safe and keep ads free from badness; it’s integral to Google Play Protect and keeps you safe on Android; and it helps Gmail shield you from malicious messages.
And Safe Browsing doesn’t protect only Google’s products. For many years, Safari and Firefox have protected their users with Safe Browsing as well. If you use an up-to-date version of Chrome, Firefox or Safari, you’re protected by default. Safe Browsing is also used widely by
web developers
and
app developers
(
including Snapchat
), who integrate our protections by checking URLs before they’re presented to their users.
Protecting more people with fewer bits
In the days when web browsers were used only on personal computers, we didn’t worry much about the amount of data Safe Browsing sent over the internet to keep your browser current. Mobile devices changed all that: Slow connections, expensive mobile data plans, and scarce battery capacity became important new considerations.
So over the last few years, we’ve rethought how Safe Browsing delivers data. We built new technologies to make its data as compact as possible: We only send the information that’s most protective to a given device, and we make sure this data is compressed as tightly as possible. (All this work benefits desktop browsers, too!)
We initially introduced our new mobile-optimized method in
late 2015 with Chrome on Android,
made it
more broadly available in mid-2016
, when we also started a
ctively encouraging Android developers
to integrate it. With the release of iOS 10 in September 2016, Safari began using our new, efficient Safe Browsing update technology, giving iOS users a protection boost.
Safe Browsing in an AI-first world
The internet is at the start of another major shift. Safe Browsing has already been
using machine learning
for
many years
to detect
much badness
of
many kinds
. We’re continually evaluating and integrating cutting-edge new approaches to improve Safe Browsing.
Protecting all users across all their platforms makes the internet safer for everyone. Wherever the future of the internet takes us, Safe Browsing will be there, continuing to evolve, expand, and protect people wherever they are.
Chrome’s Plan to Distrust Symantec Certificates
September 11, 2017
Posted by Devon O’Brien, Ryan Sleevi, Andrew Whalley, Chrome Security
This post is a broader announcement of
plans already finalized
on the
blink-dev mailing list
.
At the end of July, the Chrome team and the PKI community converged upon a
plan
to reduce, and ultimately remove, trust in Symantec’s infrastructure in order to uphold users’ security and privacy when browsing the web. This plan, arrived at after significant debate on the blink-dev forum, would allow reasonable time for a transition to new, independently-operated Managed Partner Infrastructure while Symantec modernizes and redesigns its infrastructure to adhere to industry standards. This post reiterates this plan and includes a timeline detailing when site operators may need to obtain new certificates.
On January 19, 2017,
a public posting
to the mozilla.dev.security.policy newsgroup drew attention to a series of questionable website authentication certificates issued by Symantec Corporation’s PKI. Symantec’s PKI business, which operates a series of Certificate Authorities under various brand names, including Thawte, VeriSign, Equifax, GeoTrust, and RapidSSL, had issued numerous certificates that did not comply with the industry-developed
CA/Browser Forum Baseline Requirements
. During the subsequent investigation, it was revealed that Symantec had entrusted several organizations with the ability to issue certificates without the appropriate or necessary oversight, and had been aware of security deficiencies at these organizations for some time.
This incident, while distinct from a
previous incident in 2015
, was part of a continuing pattern of
issues
over the past several years that has caused the Chrome team to lose confidence in the trustworthiness of Symantec’s infrastructure, and as a result, the certificates that have been or will be issued from it.
After our agreed-upon proposal was circulated, Symantec announced the selection of DigiCert to run this independently-operated Managed Partner Infrastructure, as well as their intention to sell their PKI business to DigiCert in lieu of building a new trusted infrastructure. This post outlines the timeline for that transition and the steps that existing Symantec customers should take to minimize disruption to their users.
Information For Site Operators
Starting with Chrome 66, Chrome will remove trust in Symantec-issued certificates issued prior to June 1, 2016. Chrome 66 is currently
scheduled
to be released to Chrome Beta users on March 15, 2018 and to Chrome Stable users around April 17, 2018.
If you are a site operator with a certificate issued by a Symantec CA prior to June 1, 2016, then prior to the release of Chrome 66, you will need to replace the existing certificate with a new certificate from any Certificate Authority trusted by Chrome.
Additionally, by December 1, 2017, Symantec will transition issuance and operation of publicly-trusted certificates to DigiCert infrastructure, and certificates issued from the old Symantec infrastructure after this date will not be trusted in Chrome.
Around the week of October 23, 2018, Chrome 70 will be released, which will fully remove trust in Symantec’s old infrastructure and all of the certificates it has issued. This will affect any certificate chaining to Symantec roots, except for the small number issued by the independently-operated and audited subordinate CAs previously disclosed to Google.
Site operators that need to obtain certificates from Symantec’s existing root and intermediate certificates may do so from the old infrastructure until December 1, 2017, although these certificates will need to be replaced again prior to Chrome 70. Additionally, certificates issued from Symantec’s infrastructure will have their validity limited to 13 months. Alternatively, site operators may obtain replacement certificates from any other Certificate Authority currently trusted by Chrome, which are unaffected by this distrust or validity period limit.
Reference Timeline
The following is a timeline of relevant dates associated with this plan, which distills the various requirements and milestones into an actionable set of information for site operators. As always, Chrome release dates can vary by a number of days, but upcoming release dates can be tracked
here
.
Date
Event
Now
through
~March 15, 2018
Site Operators using Symantec-issued TLS server certificates issued before June 1, 2016 should replace these certificates. These certificates can be replaced by any currently trusted CA.
~October 24, 2017
Chrome 62 released to Stable, which will add alerting in DevTools when evaluating certificates that will be affected by the Chrome 66 distrust.
December 1, 2017
According to Symantec, DigiCert’s new “Managed Partner Infrastructure” will at this point be capable of full issuance. Any certificates issued by Symantec’s old infrastructure after this point will cease working in a future Chrome update.
From this date forward, Site Operators can obtain TLS server certificates from the new Managed Partner Infrastructure that will continue to be trusted after Chrome 70 (~October 23, 2018).
December 1, 2017 does not mandate any certificate changes, but represents an opportunity for site operators to obtain TLS server certificates that will not be affected by Chrome 70’s distrust of the old infrastructure.
~March 15, 2018
Chrome 66 released to beta, which will remove trust in Symantec-issued certificates with a not-before date prior to June 1, 2016. As of this date Site Operators must be using either a Symantec-issued TLS server certificate issued on or after June 1, 2016 or a currently valid certificate issued from any other trusted CA as of Chrome 66.
Site Operators that obtained a certificate from Symantec’s old infrastructure after June 1, 2016 are unaffected by Chrome 66 but will need to obtain a new certificate by the Chrome 70 dates described below.
~April 17, 2018
Chrome 66 released to Stable.
~September 13, 2018
Chrome 70 released to Beta, which will remove trust in the old Symantec-rooted Infrastructure. This will not affect any certificate chaining to the new Managed Partner Infrastructure, which Symantec has said will be operational by December 1, 2017.
Only TLS server certificates issued by Symantec’s old infrastructure will be affected by this distrust regardless of issuance date.
~October 23, 2018
Chrome 70 released to Stable.
From Chrysaor to Lipizzan: Blocking a new targeted spyware family
July 26, 2017
Posted by Megan Ruthven Android Security, Ken Bodzak Threat Analysis Group, Neel Mehta Threat Analysis Group
Android Security is always developing new ways of using data to find and block potentially harmful apps (PHAs) from getting onto your devices. Earlier this year,
we announced
we had blocked Chrysaor targeted spyware, believed to be written by NSO Group, a cyber arms company. In the course of our Chrysaor investigation, we used similar techniques to discover a new and unrelated family of spyware called Lipizzan. Lipizzan’s code contains references to a cyber arms company, Equus Technologies.
Lipizzan is a multi-stage spyware product capable of monitoring and exfiltrating a user’s email, SMS messages, location, voice calls, and media. We have found 20 Lipizzan apps distributed in a targeted fashion to fewer than 100 devices in total and have blocked the developers and apps from the Android ecosystem. Google Play Protect has notified all affected devices and removed the Lipizzan apps.
We’ve enhanced Google Play Protect’s capabilities to detect the targeted spyware used here and will continue to use this framework to block more targeted spyware. To learn more about the methods Google uses to find targeted mobile spyware like Chrysaor and Lipizzan, attend our BlackHat talk,
Fighting Targeted Malware in the Mobile Ecosystem
.
How does Lipizzan work?
Getting on a target device
Lipizzan was a sophisticated two stage spyware tool. The first stage found by Google Play Protect was distributed through several channels, including Google Play, and typically impersonated an innocuous-sounding app such as a "Backup” or “Cleaner” app. Upon installation, Lipizzan would download and load a second "license verification" stage, which would survey the infected device and validate certain abort criteria. If given the all-clear, the second stage would then root the device with known exploits and begin to exfiltrate device data to a Command & Control server.
Once implanted on a target device
The Lipizzan second stage was capable of performing and exfiltrating the results of the following tasks:
Call recording
VOIP recording
Recording from the device microphone
Location monitoring
Taking screenshots
Taking photos with the device camera(s)
Fetching device information and files
Fetching user information (contacts, call logs, SMS, application-specific data)
The PHA had specific routines to retrieve data from each of the following apps:
Gmail
Hangouts
KakaoTalk
LinkedIn
Messenger
Skype
Snapchat
StockEmail
Telegram
Threema
Viber
Whatsapp
We saw all of this behavior on a standalone stage 2 app, com.android.mediaserver (not related to
Android MediaServer
). This app shared a signing certificate with one of the stage 1 applications, com.app.instantbackup, indicating the same author wrote the two. We could use the following code snippet from the 2nd stage (com.android.mediaserver) to draw ties to the stage 1 applications.
Morphing first stage
After we blocked the first set of apps on Google Play, new apps were uploaded with a similar format but had a couple of differences.
The apps changed from ‘backup’ apps to looking like a “cleaner”, “notepad”, “sound recorder”, and “alarm manager” app. The new apps were uploaded within a week of the takedown, showing that the authors have a method of easily changing the branding of the implant apps.
The app changed from downloading an unencrypted stage 2 to including stage 2 as an encrypted blob. The new stage 1 would only decrypt and load the 2nd stage if it received an intent with an AES key and IV.
Despite changing the type of app and the method to download stage 2, we were able to catch the new implant apps soon after upload.
How many devices were affected?
There were fewer than 100 devices that checked into Google Play Protect with the apps listed below. That means the family affected only 0.000007% of Android devices. Since we identified Lipizzan, Google Play Protect removed Lipizzan from affected devices and actively blocks installs on new devices.
What can you do to protect yourself?
Ensure you are
opted into
Google Play Protect
.
Exclusively use the Google Play store. The chance you will install a PHA is much lower on Google Play than using other install mechanisms.
Keep “unknown sources” disabled while not using it.
Keep your phone patched to the latest Android security update.
List of samples
1st stage
Newer version
Standalone 2nd stage
Final removal of trust in WoSign and StartCom Certificates
July 20, 2017
Posted by Andrew Whalley and Devon O'Brien, Chrome Security
As
previously announced
, Chrome has been in the process of removing trust from certificates issued by the CA WoSign and its subsidiary StartCom, as a result of several incidents not in keeping with the high standards expected of CAs.
We started the phase out in Chrome 56 by only trusting certificates issued prior to October 21st 2016, and subsequently restricted trust to a set of whitelisted hostnames based on the Alexa Top 1M. We have been reducing the size of the whitelist over the course of several Chrome releases.
Beginning with Chrome 61, the whitelist will be removed, resulting in full distrust of the existing WoSign and StartCom root certificates and all certificates they have issued.
Based on the
Chromium Development Calendar
, this change is visible in the
Chrome Dev channel
now, the Chrome Beta channel around late July 2017, and will be released to Stable around mid September 2017.
Sites still using StartCom or WoSign-issued certificates should consider replacing these certificates as a matter of urgency to minimize disruption for Chrome users.
Identifying Intrusive Mobile Apps Using Peer Group Analysis
July 12, 2017
Posted by Martin Pelikan, Giles Hogben, and Ulfar Erlingsson of Google’s Security and Privacy team
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.
Apps are split into groups of similar functionality, and in each cluster of similar apps the established baseline is used to find anomalous privacy and security signals.
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
.
References
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.
Making the Internet safer and faster: Introducing reCAPTCHA Android API
June 9, 2017
Posted by Wei Liu, Product Manager, reCAPTCHA
When we launched reCAPTCHA ten years ago, we had a simple goal: enable users to visit the sites they love without worrying about spam and abuse. Over the years, reCAPTCHA has changed quite a bit. It evolved from the distorted text to
street numbers
and names, then
No CAPTCHA reCAPTCHA
in 2014 and Invisible reCAPTCHA in March this year.
By now, more than a billion users have benefited from reCAPTCHA and we continue to work to refine our protections.
reCAPTCHA protects users wherever they may be online. As the use of mobile devices has grown rapidly, it’s important to keep the mobile applications and data safe. Today, on reCAPTCHA’s tenth birthday, we’re glad to announce the first reCAPTCHA
Android API
as part of Google Play Services.
With this API, reCAPTCHA can better tell human and bots apart to provide a streamlined user experience on mobile. It will use our newest Invisible reCAPTCHA technology, which runs risk analysis behind the scene and has enabled millions of human users to pass through with zero click everyday. Now mobile users can enjoy their apps without being interrupted, while still staying away from spam and abuse.
reCAPTCHA Android API is included with Google
SafetyNet
, which provides services like device attestation and safe browsing to protect mobile apps. Mobile developers can do both the device and user attestations in the same API to mitigate security risks of their apps more efficiently. This adds to the
diversity of security protections
on Android:
Google Play Protect
to monitor for potentially harmful applications, device encryption, and regular security updates. Please
visit our site
to learn more about how to integrate with the reCAPTCHA Android API, and keep an eye out for our iOS library.
The journey of reCAPTCHA continues: we’ll make the Internet safer and easier to use for everyone (except bots).
Announcing Google Capture the Flag 2017
June 2, 2017
Posted by Josh Armour Security Program Manager
On 00:00:01 UTC of June 17th and 18th, 2017 we’ll be hosting the
online qualification round
of our second annual Capture The Flag (CTF) competition. In a ‘Capture the Flag’ competition we create security challenges and puzzles in which contestants can earn points for solving them. We will be inviting the top 10 finalist teams to a
secret undisclosed location
(spoiler alert:
it’s Google
) to compete onsite for a prize pool of over USD$31,337 and we’ll help subsidize travel to the venue for the finals to four participants for each of the ten finalist teams. In addition to grand prizes given at the finals, we’ll be rewarding some of the best and creative
write-ups
that we receive during the qualifying round. We want to give you an opportunity to share with the world the clever way you solve challenges.
Why do we host these competitions?
There are three main reasons why we host these competitions.
First, as we've seen with our
Vulnerability Reward Program
, the security community’s efforts help us better protect Google users, and the web as a whole. We’d like to give the people who solve a single challenge or two in a very clever way a chance to teach us and the security community, even if they don’t qualify for the finals. We also think that these challenges allows us to share with the world the types of problems our security team works on every day.
Second, we want to engage the broader security community and reach out to as many people involved as possible. At the
Google CTF
last year the winning team, ‘
Pasten
’ from Israel, earned over 4,700 points competing against 2,400 teams out of which 900 were able to solve at least one of our challenges. Thanks to the community's feedback, we used what we learned last year to make our CTF even better this time.
Lastly, we also want to grow the security community. Upon observing how last year's competition engaged new players from all over the world, we want to continue to create a safe space for people to come and learn while trying to solve challenges and having fun. Our internal security team employs several people who actively compete in CTF competitions in their spare time, so we value this activity and want to give back to and help grow our community.
We hope to virtually see you at the 2nd annual Google CTF on June 17th at 00:00:01 UTC. Check
this site (g.co/ctf)
for more details, as they become available.
The Big Picture
At Google, we aim to reward the hard work of hackers and security researchers. One such avenue is our Google Vulnerability Rewards Programs. Many of the best bug hunters enjoy participating in ‘Capture The Flag’ contests, and great vulnerabilities have been discovered and
disclosed at them
. During last year's Google CTF we also received some security bug reports in our scoreboard, for which we gave out rewards under the VRP. Another way we reward this community is with our
Vulnerability Research Grants Program
and our
Patch Rewards Program
. We look forward to the best contestants taking some time to explore our other programs for opportunities to make some money and help improve the security of the internet.
Labels
android
big data
blackhat
spyware
targeted spyware
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