How Apps Prevent Black Market Attacks on a Fundamental Level - Huawei Developers

History of the Black Market
With the popularization of smartphones, black market tactics have shifted from controlling zombie computers for launching DDoS attacks and click farming on advertisements, to controlling Internet users in mobile service scenarios for monetization purposes. The rapid development of the Internet has made black market attacks adaptive to change and easy to replicate. As a result, attacks such as malicious registrations have been widely applied.
Today's apps need to continually invest in risk mitigation and security safeguards, in order to guard against automated malicious attacks from the black market.
Impact of Malicious Registrations
Malicious registration is the starting point for black market attacks. After registering various fake user accounts, attackers will seek to exploit these fake accounts to hunt for bonuses in e-commerce apps, wasting resources that are intended for genuine new users. The attackers may also use the accounts to undermine the user-generated content ecosystem via content spamming in social apps. These fake user accounts may also be exploited by malicious advertising agencies for ad traffic fraud, with the goal of extracting higher fees from advertisers. Fake users offer no real benefits to advertised apps. According to data from EverSafe Online, there are up to 8.3 million fake user attacks every day, most of which are concentrated in industries related to finance, e-commerce, and social networking.
Prevention of Malicious Registration Attacks
Attackers may implement malicious registrations through automated registration tools and user-based crowdsourcing platforms. For the former, if an app requires identity verification, a large number of malicious registration requests can be filtered out. For the latter, however, if registered accounts are resold after real users complete identity verification, it can be more difficult to identify and handle these violation accounts. Therefore, more accurate risk-related data analysis is required, which will result in higher operating costs.
HUAWEI Safety Detect: A Free Service, Open to All Developers
With regard to malicious attacks, it is crucial for apps to enhance their security capabilities, starting with the very beginning of the registration process. Safety Detect offers the UserDetect API, which helps apps check whether they are interacting with fake users via the real-time risk analysis engine. If a user is deemed suspicious or risky, they will be asked to perform a secondary verification to confirm the accuracy of detection.
Outside the Chinese mainland, Safety Detect provides users with a captcha-based verification code for secondary verification. In the Chinese mainland, the nocaptcha API on the cloud is used to obtain the user detection result. Users can proceed only after they have passed this secondary verification.
Safety Detect also provides apps with the SysIntegrity API to effectively identify fake users from simulators, enabling apps to prevent fake users from operating in Internet advertising channels. For more details, please refer to the case of Mei Ri Qing Li Da Shi.
Currently, a wide range of apps, including those in finance, e-commerce, video, and news apps, as well as browsers, have already integrated Safety Detect, and relied on it to improve risk identification and prevention capabilities. By equipping your app with Safety Detect, you can begin bolstering its security capabilities.
More cases:
l Risky URL detection
l Video security for video apps
l Credit card fraud prevention for electronic payment apps
l Reduction of malicious reviews on apps
l Enhanced app sign-in security
For more details, you can go to:
l Our official website
l Our Development Documentation page, to find the documents you need
l Reddit to join our developer discussion
l GitHub to download demos and sample codes
l Stack Overflow to solve any integration problems
Original source

Related

HMS Core │ Safety Detect Makes High-level App Security Broadly Accessible

From ride-hailing, navigation and mobile travel
To gaming, streaming, and social media
Mobile apps have become indispensable in daily life
But increased convenience puts sensitive user data at risk
HMS Core Safety Detect offers unique protections
For comprehensive app security with little effort!
What Is Safety Detect?
Safety Detect is an open multi-dimensional security detection service offered by Huawei, that helps developers bolster app security capabilities, based on the Trusted Execution Environment (TEE) on Huawei phones, without compromising user experience.
System Integrity Check (SysIntegrity)
SysIntegrity is capable of checking whether the user device is rooted, unlocked, or escalated for higher permissions, and uses this information to help you determine how and when to restrict your app's behavior to avoid potential leaking of sensitive user information or financial information.
A unique advantage of SysIntegrity is that it is based on the TEE OS, which is built into every Huawei phone (running EMUI 9.0 or later). The TEE OS comes with Huawei's in-house microkernel, which has achieved the prestigious CC EAL 5+ certification, and is the first solution of its kind to pass formal verification. Having integrated SysIntegrity, it can isolate apps for bolstered protection, and provide independent privacy security protection services. For example, services with high security requirements, such as the payment services, are provided with the appropriate level of protection in the TEE OS.
App Security Check (AppsCheck)
When your app has integrated AppsCheck, it can obtain a list of malicious apps on the user's device, which provides a strong basis for high-level risk analysis (for risky/virus-infected apps). Users are then warned of the presence of any risks on your app, or prompted to exit your app. According to the three largest global virus evaluation agencies, AppsCheck can detect malicious apps with a staggering accuracy rate of 99%.
Malicious URL Check (URLCheck)
With URLCheck, your app can determine whether a visited URL contains phishing or malware apps. The check strikes the optimal balance between performance and timeliness, and is capable of detecting a wide range of malicious URLs, such as phishing and Trojan-infested URLs. URLCheck is easy to integrate into your app, and provides trusted, operation-free security services, reducing the costs associated with developing secure browsing services.
Fake User Detection (UserDetect)
Fake user detection is critical for app operations, as the presence of fake operations such as game bots, activity bonus hunting, and malicious spamming, can give your app a bad reputation. UserDetect can identify spoofed devices, based on the device signature and identifier, and identity relevant environmental risks, such as roots, simulators, VMs, device change tools, and anonymous IP addresses. It can also recognize fake users based on screen touch and sensor behavior, as well as prevent batch registration, credential stuffing attacks, bonus hunting, and content crawlers. These safeguards provide your app's users with unmatched peace of mind.
Many popular apps have integrated Safety Detect, such as the app for the Sputnik media outlet in Russia, APUS, a popular browser in India and Southeast Asia, and 1998 Camera in Vietnam.
How Can I Integrate HUAWEI Safety Detect?
Each of the four functions in Safety Detect has a dedicated API that is easy to integrate. For guidance during the integration process, please refer to the HUAWEI Developers website, where you will find the integration guide and other resources for reference, or you can contact us through [email protected] for further technical assistance.
* HMS Core 4.0 courses produced by HUAWEI Developers are now available on Huawei official channels, including Video Center on HUAWEI Developers and HUAWEI Developer Forum.
? Safety Detect - HMS Core Featured Courses

WIN a HUAWEI Mate30 Pro - Tell us what you love about HMS [Open to all Countries]

Huawei would like to hear from you and see what features you like in HMS. Out of all of the rich and powerful features included in HMS, leave a comment sharing your favorite. Leave a detailed comment to enter into the Huawei Mate30 Pro giveaway.
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HMS includes many different features to offer a complete solution for app developers. These are all of the solutions available in HMS, with improvements and new additions always in the works for future releases.
Account Kit
HUAWEI Account Kit provides developers with simple, secure, and quick sign-in and authorization functions. Instead of entering accounts and passwords and waiting for authorization, users can just tap the Sign In with HUAWEI ID button to quickly and securely sign in to your app.
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Awareness Kit
HUAWEI Awareness Kit provides your app with the ability to obtain contextual information including users' current time, location, behavior, audio device status, ambient light, weather, and nearby beacons. Your app can gain insight into a user's current situation more efficiently, making it possible to deliver a smarter, more considerate user experience.
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Drive Kit
HUAWEI Drive Kit ("Drive Kit") allows you to create apps that use the HUAWEI Drive Kit service. Drive Kit provides cloud storage for your apps, enabling users to store files that are created while using your apps, including photos, videos, and documents, in HUAWEI Drive ("Drive") as well as download, synchronize, share, search for, and comment on these files and reply to comments. Drive Kit also provides comprehensive data protection, empowering users to manage their data securely and conveniently.
The current core capabilities of Drive Kit include uploading, downloading, and searching for files in Drive, commenting on files, replying to comments, querying file changes, and receiving notifications.
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FIDO
HUAWEI FIDO provides your app with FIDO2 based on the WebAuthn standard. It provides Android Java APIs for apps and browsers, and allows users to complete authentication through roaming authenticators (USB, NFC, and Bluetooth authenticators) and platform authenticators (fingerprint and 3D face authenticator). In addition, FIDO provides your app with powerful local biometric authentication capabilities, including fingerprint authentication and 3D facial authentication. It allows your app to provide secure and easy-to-use password-free authentication for users while ensuring reliable authentication results.
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Game Service
With HUAWEI Game Service, you will have access to a range of development capabilities to help you develop your games more efficiently:
HUAWEI ID sign-in
Real-name authentication
Bulletins
Achievements
Events
Leaderboards
Saved games
Player statistics
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Health Kit
HUAWEI Health Kit is a health-related open service provided by Huawei. Developers can integrate HUAWEI Health Kit to access the Huawei Health platform and obtain fitness and health data while using the service capabilities, so as to provide consumers with health care, workout guidance, and ultimate service experience.
With the Health Kit data platform, upper-layer ecosystem apps do not need to pay attention to devices that generate data and device vendors can provide better services for users through the upper-layer ecosystem apps without the need to develop dedicated apps for their devices. HUAWEI Health Kit connects the hardware devices and ecosystem apps to provide consumers with health care, workout guidance, and ultimate service experience.
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Identity Kit
HUAWEI Identity Kit provides unified address management services for users and allows your app to access users' adresses conveniently upon obtaining permissions from the users.
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Location Kit
HUAWEI Location Kit combines the GPS, Wi-Fi, and base station locations to help you quickly obtain precise user locations, build up global positioning capabilities, and reach a wide range of users around the globe.Currently, it provides the four main capabilities: fused location, location semantics, activity identification, and geofence. You can call relevant capabilities as needed.
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Map Kit
HUAWEI Map Kit provides an SDK for map development. It covers map data of more than 200 countries and regions, and supports dozens of languages. With this SDK, you can easily integrate map-based functions into your apps.
Video
ML Kit
HUAWEI ML Kit allows your apps to easily leverage Huawei's long-term proven expertise in machine learning to support diverse artificial intelligence (AI) applications throughout a wide range of industries. Thanks to Huawei's technology accumulation, HUAWEI ML Kit provides diversified leading machine learning capabilities that are easy to use, helping you develop various AI apps.
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Nearby Service
HUAWEI Nearby Service allows apps to easily discover nearby devices and set up communication with them using technologies such as Bluetooth and Wi-Fi. The service provides Nearby Connection and Nearby Message APIs.
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Panorama Kit
By integrating HUAWEI Panorama Kit through the HMS Core Panorama SDK, your app can quickly present interactive viewing of 360-degree spherical or cylindrical panoramic images in simulated 3D space on Android phones, delivering an immersive experience to users.
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Safety Detect
Safety Detect builds robust security capabilities, including system integrity check (SysIntegrity), app security check (AppsCheck), malicious URL check (URLCheck), fake user detection (UserDetect), and malicious Wi-Fi detection (WifiDetect), into your app, effectively protecting it against security threats.
Video
Scan Kit
HUAWEI Scan Kit scans and parses all major 1D and 2D barcodes and generates QR codes, helping you quickly build barcode scanning functions into your apps.
HUAWEI Scan Kit automatically detects, magnifies, and identifies barcodes from a distance, and is also able to scan a very small barcode in the same way. HUAWEI Scan Kit works even in suboptimal situations, such as under dim lighting or when the barcode is reflective, dirty, blurry, or printed on a cylindrical surface. This leads to a higher scanning success rate, and an improved user experience.
Video
Site Kit
With HUAWEI Site Kit, your app can provide users with convenient and secure access to diverse, place-related services.
Video
WisePlay DRM
WisePlay DRM provides you with digital content copyright protection capabilities, including hardware-level and software-level DRM capabilities. This helps to support you in various use cases such as online application for client certificates, content encryption in multiple formats and algorithms, and online and offline playback.
Video
Analytics Kit
Analytics Kit offers you a range of preset analytics models so you can gain a deeper insight into your users, products, and content. With this insight, you can take a data-driven approach to market your apps and optimize your products.
Video
Dynamic Tag Manager
HUAWEI Dynamic Tag Manager (DTM) is a tag management system. With DTM, you can dynamically update tracking tags on a web-based UI to track specific events and report data to third-party analytics platforms, monitoring your marketing activity data as needed.
Video
Push Kit
HUAWEI Push Kit is a messaging service provided by Huawei for developers. It establishes a messaging channel from the cloud to devices. By integrating HUAWEI Push Kit, developers can send messages to apps on users' devices in real time. This helps developers maintain closer ties with users and increases user awareness and engagement. The following figure shows the process of sending messages from the cloud to a device.
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Ads Kit
HUAWEI Ads Publisher Service utilizes Huawei's vast user base and extensive data capabilities to deliver targeted, high quality ad content to users. With this service, your app will be able to generate revenues while bringing your users content which is relevant to them.
We offer a range of ad formats so you can choose the one which offers the best experience for your users. Currently, you can integrate banner, native, rewarded, interstitial and splash ads, and we'll be launching even more formats in the future.
Use the HUAWEI Ads SDK to quickly integrate HUAWEI Ads into your app. Once you've chosen an ad format, you're ready to start bringing in revenue using our high-quality advertising services.
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In-App Purchases
Huawei's In-App Purchases (IAP) service allows you to offer in-app purchases and facilitates in-app payment. Users can purchase a variety of virtual products, including one-time virtual products and subscriptions, directly within your app.
HUAWEI IAP provides a product management system (PMS) for managing the prices and languages of in-app products (including games) in multiple countries. You only need to release one app package to promote your app in countries and regions listed in Supported Countries and Regions.
Video
Wallet Kit
HUAWEI Wallet Kit is an open capability that integrates Huawei's full-stack "chip-device-cloud" technologies to provide easy-to-access digital passes on an integrated platform. It enables users to save their tickets, boarding passes, loyalty cards, coupons, gift cards and other cards or passes on their mobile phones for convenient, anytime use. It also facilitates interactions between apps and users via location-based notifications, real-time status updates, and NFC capabilities.
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Giveaway Details:
One winner will be chosen from this thread, based on the quality of their post
The prize is the Huawei Mate30 Pro
The giveaway begins on 5/8/2020 and a winner will be chosen on 5/23/2020
One entry per user
I honestly don't really know HMS so I still don't have a formed opinion about it.
no large Google **** things!!!! it is precious
I would like my device to work for me atleast a week before charging again, i dont want my device to collect any of my data without my concent, i would like a camera that can shoot raw to perfection, on the other hand a user friendly ui for the camera as well as if it shoots raw...a fullfledge software intigration for raw editing, i dont want to rely on 3rd part apps for things like ntfs support, sharing files music etc, a proper file explorer with the flexibility of supporting each and every file type, may it be an extraction frm a zip, a one stop solution for all my media. Many sorting sequences, face tracking for sorting photos inbuild, a solid sounding pair of speakers and obviously a headphone jack, but if not then a easily connective compact conncetor, which can be used for headphones as well as charing at same time, also should be included in the box, i would love water proofing and dust proofing and i have a curious idea of touchscreen, as i use a waterproof phone, i am very troubled with the capacitive touch screen when there is water on it, i would love to have some solution for it...like giving a fullscreen fingerprint reader under screen and using it as a touch locator for underwater use, i hate the idea of popup camera...but would love the idea of inscreen camera as well..and last but nit the least the network and performance...the performance should be topnotch...and aftersales service for atleast 4-5years..like updates, etc..
The amount of services here is amazing!! Good job on another note.......so many of them are made just to gleen personal information from the end user that it is downright SCARY!!!!
===> What I love?
I love your style and flare of anything your company designs and builds. Top quality with each of us in mind.
Sounds like you have a good range of kits, APIs etc, to take advantage of the hardware and support developers. Do you have a plan to detail how the device and supporting platform are securely isolated from the Chinese government, and whether that would be audited by a respected 3rd party?
I have never had Huawei phone so i cant give my opinion on HMS. The things i like about Huawei is that they are different from others and "no big brother" (read it google)
I would like to have Huawei phone to test and then to tell!
I am proud of HMS. Imagine you can see others records and compete with them with game service. And many other services. Even health, map etc. services. Imagine phone caring about your health. And there is a wallet service with easy of access, which is awesome.
Personal opinion
Hello,i use Mate 10 Pro since 2018 Mars and i really appreciate the updates that are comming in terms of HMS ecosystem. At the beginning in my mind i tought that HMS will have no life and the system will be bad , but with the time the improvements demonstrate that can make me to stay more on the HM Services. So at this moment they have a large range to ofer to users, from cloud to apps and even frendly interface. The most important thing for me is the support of witch can benefit every user around the Globe , it is really at very 1st place from all devices that i own.
For me it's all about Health Kit. Given these crazy times when we're all on lock down it's even more important than normal.
I never owned or their phones, i cant commemt
I like many of the new features in HMS including the Drive Kit,Health Kit,HUAWEI IAP, scanning and security kit and all the rest of the performance and optimization of apps without relying so much on the playstores
HMS Core FTW?
Huawei Mobile Services (HMS) Core is to be a replacement of Google’s developer libraries. Super interested in how it compares to Google's and Apple's. If all goes well, we can have a third major OS in the running.
Competition is good for the mobile market. With Google and Apple dominating, development has been somewhat stagnant and the bang-for-buck devices have been out of reach for some time. It's not just hardware, but software - Apple has been able to optimize iOS to use less than 4GB RAM!
The 5G race is here and looking forward to see how companies implement 5G speeds with everyday tasks.
It is always refreshing to see new additions in the market if mobile capabilities. These kits will bring a new set of tools to AI and all other APIs to further enhance the user experience. I expect to get to know better the Huawei mobile services cores and see what they have to offer its users.
Warm Regards,
Paul
Is this mobile can be a great value to health care professional?! I never tried
Anyway I like using my Samsung Galaxy note 8 with its pen feature...
I didn't like huawei phones! And I didn't recommended it for anyone!
I've read a lot about the latest Huawei phones, and now that I've had my own Huawei (Nexus 6P) for 4 (!) years, I'd love to jump in with all the specs and services provided
I love that it doesnt have all that google crap !
Account kit, health kit and wallet kit are the ones I like a lot as they provide security, ease of use and self care and healthier lifestyle.
I wish you keep on developing these revolutionary services. :angel:
Account kit all the way!!!!
For me, the best feautre is the account kit. I'm a developer but i'm also an user. And from personal experiences I know how those authorizations can make users reject your app. With this kind of approach we could offer a smoother experience for the user and protect his data at the same time. The ideia of just signing in(which is already well difunded among the users) can provide a faster access to the app. I'm always searching for alternatives that can make development and UX improve, this might be one of them. I'd like to highlight others features but i'm gonna stick with this one.

AppGallery exclusive Quadruple Detection to Protect User Privacy and Security

Being the official app distribution platform for Huawei over the past nine years, AppGallery provides a full-cycle security and protection system for security assurance throughout the app’s lifecycle.
The comprehensive security assurance system developed provides security assurance throughout the apps' lifecycle, including reviews of developers' qualifications, security checks before the apps' release, as well as periodic checks and user feedback tracking after their release.
As part of the comprehensive security assurance system, the four-layer protection creates a safety check at each step of the way to ensure the apps are free of malicious code, in order to ensure users are well protected against security vulnerabilities. These four security checks include malicious behaviour detection, security vulnerability scanning, privacy breach inspection, and manual recheck.
Exclusive quadruple detection ensures user privacy and security
All AppGallery apps need to pass a quadruple safety test to be eligible for release. AppGallery protects against malicious apps that may infringe user privacy or steal user property. Through careful selection and strict testing, AppGallery rejects apps that may pose security risks to users, providing users with a secure app acquisition experience.
The first of the four-layer protection includes malicious behaviour detection which focuses on detecting viruses, Trojan horses, malicious fee deduction, and malicious traffic consumption. To handle large numbers of app release requests, AppGallery uses SecDroid, a cloud-based automatic scanning platform that works with multiple well-known antivirus engines in the industry to detect viruses across Android packages (APKs). In addition, SecDroid uses sandbox-based dynamic execution technology and static feature analysis technology to detect and analyse sensitive behaviour, such as malicious billing, excessive traffic consumption, and malicious tampering of personal information.
The second layer is security vulnerability scanning, which combines dynamic and static scanning for security vulnerabilities, greatly reducing the probability of vulnerabilities or backdoors in apps. The scan covers tens of analysis and detection aspects, including the security of components and data, excessive traffic consumption, insecure command execution, analysis of APKs for potential vulnerabilities, and more.
The third layer is the privacy breach inspection, which aims to prevent apps from invoking, collecting, transmitting, or using sensitive user data, such as the address book and photo library, without users' authorisation or disregarding existing legal grounds. Both static and dynamic privacy analysis covers security vulnerabilities such as detection of corruption and breach points, identifying common issues such as key leakage, dangerous functions, and insecure algorithms. Filter criteria (such as suffix and type) are then set for refined control over scanned objects to determine the exact match locations and contexts as well as highlight the matched contents.
The final check passes through the manual recheck phase, in which a dedicated security team tests the apps in real-world scenarios to ensure compatibility, safety, as well as reliability to ensure users have the best app experience before it is released on AppGallery.
Huawei ensures a safe, private and protected digital environment on AppGallery for users
Through AppGallery, Huawei aims to strictly protect users’ privacy and security while providing them with a unique and smart experience. Serving over 730 million Huawei end users in over 170 countries and regions, AppGallery is committed to ensuring consumers enjoy a safe, private and protected digital environment as they explore unique and smart app experiences on the platform.
According to AppGallery 2020 Annual Security Report, in 2020, Huawei App Market's exclusive quadruple detection handled more than 970,000 app release applications from more than 170 countries and regions worldwide, a year-on-year increase of 27%. The extensive review filtered out 33.20% of the total app reviewed, identifying problems such as lack of copyright qualification, delayed app versions, app function defect, unexpected app exits, as well as registration and login exceptions.
In the future, AppGallery will continue its efforts to enhance the overall app experiences launched on AppGallery by updating the technologies and mechanisms for remediating risky apps, providing users with secure and high-quality apps, protecting their privacy and property security, and working with industry partners to build a green and healthy app ecosystem.
For more information, please visit https://consumer.huawei.com/en/privacy/. You may also read the latest HMS Security Technical White Paper here.

[HMS Core 6.0 Global Release] HUAWEI Keyring Makes Cross-Device, Cross-App, and Cross-Platform Sign-in Easier than Ever

Keyring is an all-new security kit in HMS Core that is used to store user credentials on their devices, where the credentials can be shared between different apps and versions of an app, creating a seamless sign-in experience between your Android apps, quick apps, and web apps.
Keyring provides you with capabilities that make user credential management a sheer breeze, helping ensure your service continuity, by obtaining, encrypting, storing, authorizing, sharing, querying, accessing, and deleting such credentials, as needed. Keyring also provides your apps with APIs for storing, accessing, and querying user credentials, for effortless credential sharing between multiple apps. It enables the user to sign in to an app by using the credentials from another already signed-in app, for seamless cross-app sign-in.
In addition, Keyring also obtains the user credential sharing relationship between apps, to ensure that you can freely share the user credentials to different platform versions of your app, for example, Android app, quick app, and web app versions, making cross-platform sign-in a viable reality. Thanks to this capability, you'll be able to handle users from different platforms with remarkable ease.
Keyring offers airtight security, easy integration, and broad compatibility. It encrypts user credentials in the TEE, and securely stores the encrypted credentials on the user device itself. You can even define the credential sharing relationship between different apps and different platform versions of an app, so that only authorized apps are able to obtain a set of credentials. You can also enable the mechanism for users to verify their identities via biometric features before they can use the shared credentials, to bolster sign-in security. The industry-leading security capabilities in Keyring can be integrated in just 2 person-days, making it an efficient and cost-effective solution. Better yet, the service is designed to meet the security requirements of a vast range of apps, including shopping, travel, social media, reading, and many other service scenarios.
Keyring resolves longstanding issues related to inefficient credential management and credential security risks. The cross-app credential sharing function in Keyring can entice users to use your apps, and the cross-platform sign-in function streamlines the user conversion path and sign-in process. In the future, Keyring will provide an even greater range of features and HMS Core will open even more capabilities in the security field, to help you craft the best possible user experience.

Securities Industry Report: Growing Your Company in the Digital Era

In an era of skyrocketing demand for online financial products, securities companies have to transform the way they attract users and do business. To help address long-standing challenges, like homogeneous services and lack of differentiated operations scenarios, Analytics Kit 6.3.0 provides securities industry reports and corresponding event tracking templates. You can use these tools to target users, based on the news items of interest and preferences, to streamline the financial decision-making process and craft personalized services.
1. Clear Overview of User Information
Data overview displays data about the overall user growth, such as the number of new users and total number of users, as well as user details like the numbers of users who have applied for opening a securities account, bound a bank card, or deposited money.
* For reference only
You can also add filters to analyze the growth of each indicator. For example, you can compare new users from different channels for drill-down analysis, so as to select proper channels for data-driven marketing.
2. Trading Dashboard for a Glimpse at User Preferences
The Trading dashboard presents the overall sales information via the number of users who traded stocks, shares of stock bought and sold, sales volume of each financial product, and other indicators, providing you with a clear sense of user behavior and preferences. You can then use this information to craft an optimal product layout that can address user demand.
* For reference only
* For reference only
3. News Dashboard for Key Insights into Investment Demand
Since users tend to purchase financial products by taking the overall economy and relevant news into consideration, you can use the News dashboard to see which news items are of must interest to users via indicators related to news viewing and sharing, thus gaining a fuller understanding of investment demand.
Likewise, you can also push targeted news that is in line with user preferences, summarizing the status of the market and streamlining the investment decision-making process for users.
* For reference only
4. Out-of-the-Box Event Tracking Templates
To further bolster your event tracking efficiency, Analytics Kit also provides out-of-the-box event tracking templates for the securities industry, covering modules of data overview, trading, and news. After configuring events and parameters to be tracked based on the templates, you can view securities industry-related data to analyze user preferences and demand, and craft more personalized wealth management scenarios.
* For reference only
Analytics Kit also provides a range of other analytical models. For example, there is performance analysis for key conversion nodes, which helps optimize the key process from new user registration to account opening. To do so, you will need to perform the following steps:
First, select the desired events, such as Register and Submit account opening application, on the Funnel analysis page, to build a funnel model of registration conversion. Then, filter data by app version and OS version on the Industry analysis page to analyze nodes with a high churn rate, so as to check whether the cause of churn is associated with the system compatibility. Finally, optimize the app in a targeted way to improve the registration and card binding rates.
To learn more, click here to get the free trial for the demo, or visit our official website to access the development documents for Android, iOS, Web, Quick App, HarmonyOS, and WeChat Mini-Program.

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