CN110727595B - Application login interface identification method, intelligent terminal and storage medium - Google Patents
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Abstract
The application discloses an application login interface identification method, an intelligent terminal and a storage medium, wherein the method comprises the following steps: automatically installing and starting an application in a simulator, continuously clicking and operating an interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started; the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog; and acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not. According to the application, the application program is automatically installed and started, clicking operation is carried out on the application, an interface picture is obtained in one step of each operation, the interface is analyzed and judged in a text matching mode, whether the current interface is a login page of the application is judged, and a basis is provided for detecting account safety and the like of the subsequent test application.
Description
Technical Field
The present application relates to the field of application interface identification technologies, and in particular, to an application login interface identification method, an intelligent terminal, and a storage medium.
Background
The login interface is a portal of the APP, is also an interface for detecting the compliance detection key of the mobile application, and can detect important contents such as privacy policy, interface hijacking, login information encryption and the like. In the whole process of mobile application security detection, a login page for locating the APP is found in the APP running process, so that the method has very important significance.
At present, a method of manually identifying a page is mainly adopted for identifying a login interface, namely, an application is manually started, an APP is manually operated, the user clicks the login interface, and the identification efficiency and the accuracy are not high.
Accordingly, the prior art is still in need of improvement and development.
Disclosure of Invention
In order to achieve the above object, the present application provides an application login interface identification method, an intelligent terminal and a storage medium, comprising the following steps:
automatically installing and starting an application in a simulator, continuously clicking and operating an interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started;
the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog;
and acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not.
Optionally, in the method for identifying an application login interface, the automatically installing and starting an application in a simulator, continuously clicking an interface of the application by using a testing tool, and controlling the application to enter into different interfaces after being started, specifically including:
the AKP file of the application is installed on the simulator, and the application is started to run;
and performing continuous clicking operation on the application interface by using a testing tool of the MonkeyRunner, and controlling the application to enter different interfaces after being started.
Optionally, the method for identifying an application login interface, wherein the installing the AKP file of the application on the simulator and starting the application to run specifically includes:
automatically installing an APK file onto the simulator by using an adb install command;
analyzing a main Activity name of the APK file by using aapt;
the application after installation is started by using the adb shell am start-a command.
Optionally, in the application login interface identification method, the capturing the current running simulator window and saving the captured image under a specific catalog specifically includes:
generating a uniform screen click matrix for the interface of the application;
when the clicking operation is completed, the simulator window running on the current interface is subjected to screenshot;
and storing the picture after the screenshot into a specific catalogue, and waiting for identification of a login interface.
Optionally, in the method for identifying an application login interface, the acquiring the picture, identifying and extracting text information in the picture, and performing information matching to determine whether the current interface is a login interface, specifically including:
acquiring the pictures in the specific catalogue, and identifying and extracting all text information in the pictures through a text extraction algorithm;
and matching the text information with preset key information, and judging that the current interface is a login interface when the matching is successful.
Optionally, the application login interface identification method, wherein the preset key information includes: account number, password, user, password, login, phone number, and authentication code.
Optionally, the method for identifying an application login interface, wherein the matching the text information with preset key information further includes:
and when the text information fails to be matched with the preset key information, judging that the current interface is not a login interface.
Optionally, in the application login interface identification method, the acquiring the picture, identifying and extracting text information in the picture, and performing information matching to determine whether the current interface is a login interface, and then further includes:
and after the current interface is judged to be the login interface, the login interface is used for testing the account safety of the application.
In addition, to achieve the above object, the present application further provides an intelligent terminal, where the intelligent terminal includes: the system comprises a memory, a processor and an application login interface identification program which is stored in the memory and can run on the processor, wherein the application login interface identification program realizes the steps of the application login interface identification method when being executed by the processor.
In addition, in order to achieve the above object, the present application also provides a storage medium storing an application login interface identification program which, when executed by a processor, implements the steps of the application login interface identification method described above.
According to the application, the application is automatically installed and started in the simulator, and the interface of the application is continuously clicked by using the testing tool, so that the application is controlled to enter different interfaces after being started; the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog; and acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not. According to the application, the application program is automatically installed and started, clicking operation is carried out on the application, an interface picture is obtained in one step of each operation, the interface is analyzed and judged in a text matching mode, whether the current interface is a login page of the application is judged, and a basis is provided for detecting account safety and the like of the subsequent test application.
Drawings
FIG. 1 is a flow chart of a preferred embodiment of the present application employing a login interface identification method;
FIG. 2 is a flowchart of step S10 in a preferred embodiment of the present application employing a login interface identification method;
FIG. 3 is a flowchart of step S20 in a preferred embodiment of the present application employing a login interface identification method;
FIG. 4 is a flowchart of step S30 in a preferred embodiment of the present application employing a login interface identification method;
FIG. 5 is a schematic view of an operating environment of a smart terminal according to a preferred embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more clear and clear, the present application will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
The method for identifying an application login interface according to the preferred embodiment of the present application, as shown in fig. 1, includes the following steps:
and step S10, automatically installing and starting the application in the simulator, continuously clicking and operating the interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started.
Referring to fig. 2, a flowchart of step S10 in the method for identifying an application login interface according to the present application is shown.
As shown in fig. 2, the step S10 includes:
s11, an AKP file of the application is installed on the simulator, and the application is started to run;
and S12, performing continuous clicking operation on an application interface by using a testing tool of a MonkeyRunner, and controlling the application to enter different interfaces after being started.
Specifically, the application aims at the identification of the Android application, and then the AKP file of the application is also installed on an Android simulator, the Android simulator is a simulator which can run on a personal computer and simulate an Android mobile phone system, and software of the Android application can be installed, used and uninstalled, and by using the Android simulator, a user can use a mobile application program in the simulator even without mobile phone hardware equipment, and the Android simulator can simulate the Android mobile phone running environment on the computer, so that the user can experience the Android game and the application on the computer.
The method for installing the AKP file of the application on the simulator and starting the application to run specifically comprises the following steps: automatically installing an APK file onto the simulator by using an adb install command; the APK file is analyzed to obtain a main Activity name by using aapt (Android Asset Packaging Tool, under the build-tools directory of the SDK, the tool can view, create and update a document attachment in ZIP format, and can compile a resource file into a binary file); the application after installation is started by using the adb shell am start-a command.
After an application is automatically installed and started in an Android simulator, a testing tool of a monkey Runner is used for continuously clicking an application interface, the application is controlled to enter different interfaces after being started, wherein the monkey Runner is a testing tool, android equipment and the simulator can be controlled outside Android codes, a Python program can be written out to install an Android application program or testing package through the monkey Runner, the Android application program or testing package is operated, a simulated keystroke is sent to the Android application program, user interface pictures of the Android application program are intercepted, and a screenshot is stored on a workstation. The monkey runner tool has a primary design purpose for testing applications and devices at the function/framework level, or for running unit test kits, although it can be used for other purposes as well.
And step S20, capturing a current running simulator window of the interface, and storing the obtained picture under a specific catalog.
Referring to fig. 3, a flowchart of step S20 in the method for identifying an application login interface according to the present application is shown.
As shown in fig. 3, the step S20 includes:
s21, generating a uniform screen click matrix for the interface of the application;
s22, when the clicking operation is completed, the simulator window running on the current interface is subjected to screenshot;
s23, storing the picture after the screenshot into a specific catalog, and waiting for identification of a login interface.
Specifically, a uniform screen click matrix is generated for an Application (APP) interface, for example, a line intersection point is an operation coordinate point of a monkey runner click control, AND all operation points of a row are clicked each time by using a device. Touch (x, y, 'down_and_up') command; after clicking, screenshot is carried out on the simulator interface. Effectively avoid APP and prevent screen capture setting.
Further, in the present application, the simulator interface is captured, if getWindow (). SetFlags (layoutparameters. Flag_ SECURE, layoutParams.FLAG _security) in one View of APP; if the FLAG_SECURE attribute is set, the mobile phone can not capture the screenshot, and the simulator interface can be used for capturing the screenshot, so that various abnormal screenshot conditions can be eliminated. And after the screenshot, storing the pictures into a specific catalogue, and waiting for the identification of a login interface.
And step S30, acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not.
Referring to fig. 4, a flowchart of step S30 in the application login interface identification method provided by the present application is shown.
As shown in fig. 4, the step S30 includes:
s31, acquiring the pictures in the specific catalogue, and identifying and extracting all text information in the pictures through a text extraction algorithm;
s32, matching the text information with preset key information, and judging that the current interface is a login interface when the matching is successful.
Specifically, text extraction is performed on the APP interface diagram, then text matching is performed, and information of the login page is matched. A mature text extraction algorithm can be used for extracting all texts in the picture; then, keyword such as text, account number, password, user, password, login, mobile phone number, verification code and the like is subjected to word stock collision detection; judging whether the current interface is a login interface or not, judging that the current interface is a login interface when the matching is successful, and judging that the current interface is not a login interface when the matching of the text information and the preset key information fails; the comprehensive recognition accuracy reaches more than 80%.
According to the application, the login interface is analyzed and judged by adopting the text extraction technology in the interface image and the text matching mode identification technology, so that the complex situation of mixed display of the text and the picture in the login interface is effectively solved, and the problem that the text cannot be acquired is solved. The android APP program is automatically installed and started, the APP is automatically operated in one step, an interface picture is obtained after one step of operation, whether the current interface is a login page of the APP is judged, and a basis is provided for detection of account safety of the APP, hijacking of key pages of the APP and the like in subsequent testing.
Further, as shown in fig. 5, based on the above application login interface identification method, the present application further provides an intelligent terminal, which includes a processor 10, a memory 20 and a display 30. Fig. 5 shows only some of the components of the intelligent terminal, but it should be understood that not all of the illustrated components are required to be implemented, and more or fewer components may alternatively be implemented.
The memory 20 may in some embodiments be an internal storage unit of the smart terminal, such as a hard disk or a memory of the smart terminal. The memory 20 may also be an external storage device of the Smart terminal in other embodiments, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card) or the like. Further, the memory 20 may also include both an internal storage unit and an external storage device of the smart terminal. The memory 20 is used for storing application software installed in the intelligent terminal and various data, such as program codes for installing the intelligent terminal. The memory 20 may also be used to temporarily store data that has been output or is to be output. In one embodiment, the memory 20 stores an application login interface identification program 40, and the application login interface identification program 40 can be executed by the processor 10, thereby implementing the application login interface identification method in the present application.
The processor 10 may in some embodiments be a central processing unit (Central Processing Unit, CPU), microprocessor or other data processing chip for executing program code or processing data stored in the memory 20, for example, for performing the application login interface identification method, etc.
The display 30 may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch, or the like in some embodiments. The display 30 is used for displaying information on the intelligent terminal and for displaying a visual user interface. The components 10-30 of the intelligent terminal communicate with each other via a system bus.
In one embodiment, the following steps are implemented when the processor 10 executes the application login interface identification program 40 in the memory 20:
automatically installing and starting an application in a simulator, continuously clicking and operating an interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started;
the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog;
and acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not.
The method comprises the steps of automatically installing and starting the application in the simulator, continuously clicking and operating the interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started, wherein the method specifically comprises the following steps:
the AKP file of the application is installed on the simulator, and the application is started to run;
and performing continuous clicking operation on the application interface by using a testing tool of the MonkeyRunner, and controlling the application to enter different interfaces after being started.
The method for installing the AKP file of the application on the simulator and starting the application to run specifically comprises the following steps:
automatically installing an APK file onto the simulator by using an adb install command;
analyzing a main Activity name of the APK file by using aapt;
the application after installation is started by using the adb shell am start-a command.
The method for capturing the screen of the simulator window running on the current interface comprises the steps of:
generating a uniform screen click matrix for the interface of the application;
when the clicking operation is completed, the simulator window running on the current interface is subjected to screenshot;
and storing the picture after the screenshot into a specific catalogue, and waiting for identification of a login interface.
The step of obtaining the picture, the step of identifying and extracting text information in the picture, and the step of matching the information to judge whether the current interface is a login interface or not, specifically comprises the following steps:
acquiring the pictures in the specific catalogue, and identifying and extracting all text information in the pictures through a text extraction algorithm;
and matching the text information with preset key information, and judging that the current interface is a login interface when the matching is successful.
Wherein, the preset key information comprises: account number, password, user, password, login, phone number, and authentication code.
The matching of the text information with preset key information further comprises the following steps:
and when the text information fails to be matched with the preset key information, judging that the current interface is not a login interface.
The picture is obtained, text information in the picture is identified and extracted, information matching is carried out to judge whether the current interface is a login interface, and then the method further comprises the following steps:
and after the current interface is judged to be the login interface, the login interface is used for testing the account safety of the application.
The present application also provides a storage medium storing an application login interface identification program, which when executed by a processor, implements the steps of the application login interface identification method described above.
In summary, the application provides an application login interface identification method, an intelligent terminal and a storage medium, wherein the method comprises the following steps: automatically installing and starting an application in a simulator, continuously clicking and operating an interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started; the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog; and acquiring the picture, identifying and extracting text information in the picture, and carrying out information matching to judge whether the current interface is a login interface or not. According to the application, the application program is automatically installed and started, clicking operation is carried out on the application, an interface picture is obtained in one step of each operation, the interface is analyzed and judged in a text matching mode, whether the current interface is a login page of the application is judged, and a basis is provided for detecting account safety and the like of the subsequent test application.
Of course, those skilled in the art will appreciate that implementing all or part of the above-described methods may be implemented by a computer program for instructing relevant hardware (such as a processor, a controller, etc.), where the program may be stored in a computer-readable storage medium, and where the program may include the steps of the above-described method embodiments when executed. The storage medium may be a memory, a magnetic disk, an optical disk, or the like.
It is to be understood that the application is not limited in its application to the examples described above, but is capable of modification and variation in light of the above teachings by those skilled in the art, and that all such modifications and variations are intended to be included within the scope of the appended claims.
Claims (8)
1. The application login interface identification method is characterized by comprising the following steps of:
automatically installing and starting an application in a simulator, continuously clicking and operating an interface of the application by using a testing tool, and controlling the application to enter different interfaces after being started;
the simulator window running on the current interface is subjected to screenshot, and a picture obtained by the screenshot is stored under a specific catalog;
the method for capturing the screen of the simulator window running on the current interface comprises the steps of:
generating a uniform screen click matrix for the interface of the application;
when the clicking operation is completed, the simulator window running on the current interface is subjected to screenshot;
storing the picture after screenshot to a specific catalog, and waiting for identification of a login interface;
acquiring the picture, identifying and extracting text information in the picture, and performing information matching to judge whether the current interface is a login interface or not;
and when the current interface is judged to be the login interface, the login interface is used for testing the account security of the application, and a basis is provided for the subsequent testing of the account security of the APP and the hijacking detection of the APP key page.
2. The method for identifying an application login interface according to claim 1, wherein the method for automatically installing and starting an application in a simulator, and continuously clicking an interface of the application by using a testing tool, and controlling the application to enter into a different interface after being started, specifically comprises:
the AKP file of the application is installed on the simulator, and the application is started to run;
and performing continuous clicking operation on the application interface by using a testing tool of the MonkeyRunner, and controlling the application to enter different interfaces after being started.
3. The method for identifying an application login interface according to claim 2, wherein said installing the AKP file of the application on the simulator and starting the application to run specifically comprises:
automatically installing an APK file onto the simulator by using an adb install command;
analyzing a main Activity name of the APK file by using aapt;
the application after installation is started by using the adb shell am start-a command.
4. The method for identifying an application login interface according to claim 1, wherein the steps of obtaining the picture, identifying and extracting text information in the picture, and performing information matching to determine whether the current interface is a login interface include:
acquiring the pictures in the specific catalogue, and identifying and extracting all text information in the pictures through a text extraction algorithm;
and matching the text information with preset key information, and judging that the current interface is a login interface when the matching is successful.
5. The application login interface identification method according to claim 4, wherein the preset key information comprises: account number, password, user, password, login, phone number, and authentication code.
6. The method for identifying an application login interface according to claim 4, wherein the matching the text information with preset key information further comprises:
and when the text information fails to be matched with the preset key information, judging that the current interface is not a login interface.
7. An intelligent terminal, characterized in that, the intelligent terminal includes: memory, a processor and an application login interface identification program stored on the memory and executable on the processor, which when executed by the processor implements the steps of the application login interface identification method according to any one of claims 1-6.
8. A storage medium storing an application login interface identification program which, when executed by a processor, implements the steps of the application login interface identification method according to any one of claims 1 to 6.
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| CN114676432B (en) * | 2022-05-26 | 2022-09-09 | 河北兰科网络工程集团有限公司 | APP privacy compliance checking method, terminal and system |
| CN115277451B (en) * | 2022-07-28 | 2024-07-12 | 中译语通科技股份有限公司 | Account login information initialization method and system based on automatic simulator |
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| CN109739756A (en) * | 2018-12-27 | 2019-05-10 | 上海连尚网络科技有限公司 | The method and apparatus of mobile terminal application test |
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| CN110162468A (en) * | 2019-04-26 | 2019-08-23 | 腾讯科技（深圳）有限公司 | A kind of test method, device and computer readable storage medium |
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