Identification method, electronic device and computer program product
A technology of identity recognition and device information, applied in the field of information security, can solve problems such as non-unique identification, complex technical solutions, and poor user experience, and achieve the effect of improving accuracy and security
Active Publication Date: 2020-08-04
SHANGHAI GUAN AN INFORMATION TECH
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Problems solved by technology
[0003] The initial era should be the PC (Personal Computer, personal computer) era. At this time, the identification technology is mainly the application of static passwords. The traditional "account + password" login method ensures the matching degree of account and password, which cannot be distinguished. Considering the uniqueness of "people", although it is simple and fast, the security is relatively poor, such as weak passwords, password reuse, and risks such as database collisions. At the same time, the emergence of phishing techniques and brute force cracking have also put the application of static passwords to the test At the same time, with more and more applications and more passwords, the problem of forgotten passwords makes the user experience worse.
[0004] The second generation began to make up for the previous deficiencies, adding hardware devices to prevent password cracking and forgetting problems, that is, the emergence of the second generation technology U-shield. At this time, U-shield has a certificate system and a high level of security, but at the same time due to the complexity of the technical solution, Therefore, the construction and maintenance costs are high, and the user experience is poor.
[0005] The third generation is the advent of the mobile era brought about by the emergence of mobile phones. With the development of the Internet industry, static passwords have changed to dynamic passwords, that is, SMS verification codes. Similar to machine means, the risks of character, voice, text message, picture verification code, sliding puzzle, etc. are also quite high. For example, due to the time difference limit for sending text messages, text message verification codes are easily hijacked, and picture verification codes may also be easily cracked.
[0007] The general disadvantage of the existing technology is that the identification is not unique, and even can be easily copied by some technologies, which has great security risks and poor user experience. It cannot meet the development status of the technological era, and a new technology is urgently needed , while ensuring a good user experience, improve the accuracy and security of identity recognition
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Embodiment Construction
[0021] In the process of implementing this application, the inventor found that the general disadvantage of the existing methods is that the identification is not unique, and even can be easily copied by some technologies, which has great potential safety hazards and poor user experience. The state of development in the technological age.
[0022] In view of the above problems, the embodiment of the present application provides an identification method, electronic equipment and computer program products, which first identify the identification data that does not contain sensor information to obtain the initial result; then identify the predicted data added to the initial result , the final result is obtained, and the accuracy and security of identity recognition are improved while ensuring a good user experience.
[0023] In order to make the technical solutions and advantages in the embodiments of the present application clearer, the exemplary embodiments of the present appli...
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Embodiments of the present application provide an identification method, electronic equipment and computer program products. Adopt the solution in this application to obtain the predicted data; remove the first sensor information from the predicted data to form the first identification data; input the first identification data into the pre-trained first classification model to obtain the initial result of the first identification ; Adding the first identity recognition initial result as identification information to the prediction data to form second recognition data; inputting the second recognition data into the pre-trained second classification model to obtain the final result of identity recognition, wherein the final result of identity recognition Operate for me, or not for me. This application identifies the identification data that does not contain sensor information to obtain the initial result; then identifies the prediction data that is added to the initial result to obtain the final result, and improves the accuracy and accuracy of identification while ensuring a good user experience. safety.
Description
technical field [0001] The present application relates to information security technology, and in particular, relates to an identification method, electronic equipment and computer program products. Background technique [0002] The iterative process of identity recognition technology has roughly experienced four generations of development. [0003] The initial era should be the PC (Personal Computer, personal computer) era. At this time, the identification technology is mainly the application of static passwords. The traditional "account + password" login method ensures the matching degree of account and password, which cannot be distinguished. Considering the uniqueness of "people", although it is simple and fast, the security is relatively poor, such as weak passwords, password reuse, and risks such as database collisions. At the same time, the emergence of phishing techniques and brute force cracking have also put the application of static passwords to the test At the s...
Claims
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IPC IPC(8): G06K9/62
CPCG06F18/254G06F18/214
Inventor夏玉明魏国富汲丽葛胜利马振
OwnerSHANGHAI GUAN AN INFORMATION TECH