A Solution for Custom Data, DTS (9/25)
Table of Contents
Custom Data
1. Introduction: A New Approach to Custom Data
Data is essential across all industries, including AI. It holds immense value as it can be used for decision-making, AI training, data analysis, and more by individuals, companies, and institutions. However, many organizations, including businesses, research institutions, and even government agencies, face limitations when it comes to freely utilizing data. Especially for those seeking Custom data for specific purposes, traditional real-world data often falls short.
In contrast, synthetic data generates artificial data that retains the statistical properties of real data while being distinct from the original. One such synthetic data solution is DTS (Data Transform System) developed by CUBIG Corp. DTS stands out for its emphasis on security, utility, and flexibility in generating Custom data.
DTS also addresses long-tail data issues and helps mitigate biases in datasets. In this post, weβll briefly outline the challenges individuals, businesses, and governments face with data and how DTS can make obtaining Custom data easier and more secure.
2. Challenges with Data Faced by Individuals, Companies, and Governments
As the demand for data skyrockets, many organizations continue to struggle with data shortages or issues related to data accessibility.
2.1. Individual researchers
Those seeking large datasets for research often face barriers due to privacy laws or security concerns. Even when data is available, it may not be in the required format, leading to long hours of data preprocessing, often longer than the research itself.
2.2. Companies
Despite having valuable data for marketing, user analysis, and AI model training, businesses frequently encounter legal or security obstacles that prevent them from using real data.
2.3. Government
Even for policy-making and public research, data utilization is restricted due to stringent privacy and security regulations.
2.4. Military
Long-tail data, such as data that has not yet occurred or is extremely rare, is particularly difficult to obtain. For instance, video data for intrusion detection might be rare or non-existent, making it challenging to gather for training purposes.
All these issues can be addressed with DTS. Without the need for complex data storage or sharing, DTS offers a way to generate the Custom data you need.
3. How to Easily Obtain Custom Data with DTS
3.1. Safely Generate Custom Data with Non-Access Technology
No more worries about data shortages. DTS employs non-access technology, enabling the generation of synthetic data without ever providing the original data to CUBIG. This is a key differentiator of DTS. Unlike other synthetic data solutions, DTS ensures that the userβs data is securely protected without needing to directly share it, creating private synthetic data seamlessly.
3.2. Enhanced Security with Differential Privacy
In addition, DTS incorporates Differential Privacy technology, ensuring that the original data cannot be reconstructed from the generated synthetic data. This adds an extra layer of security, ensuring that even if someone maliciously tries to reverse-engineer the synthetic data, the original data remains secure. As a result, Custom data generated by DTS retains nearly the same utility as real data while eliminating concerns about data security.
Thanks to its enhanced security and flexibility, DTS provides tailored data solutions to individuals, businesses, and governments alike. If you need Custom data, generate it safely and easily with DTS.
4. Conclusion
Challenges related to data shortages, security concerns, and the need for Custom data are no longer insurmountable. With non-access technology and Differential Privacy, DTS offers a solution that allows anyone to generate Custom data securely. Break free from data limitations and unlock new opportunities with DTS.
If you want to learn more about DTS or get in touch with CUBIG, feel free to reach out using the link below.
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