AntChain and Intel Team Up for Privacy-Preserving AI Platform
AntGroup, a subsidiary of the Chinese tech giant Alibaba, has partnered with Intel to create an innovative solution for data privacy in machine learning. The AntChain Massive Data Privacy-Preserving Computing Platform (MAPPIC) uses Intel’s trusted execution environment (TEE) and Software Guard Extensions (SGX) security technology to provide advanced protection capabilities for large-scale AI training data.
The Technology Behind MAPPIC
MAPPIC is a software as a service (SaaS) platform that features distributed key management and application security audits provided by AntChain services. The platform will use Intel’s BigDL open-source distributed deep learning libraries and the Ant Group’s Occlum operating system. In the future, AntChain plans to add other security technologies such as Intel’s Trusted Domain Extensions (TDX).
Privacy-Preserving Computing Technologies
According to Zhang Hui, CTO of the digital technology business at Ant Group, the company has been exploring and developing privacy-preserving computing technologies, such as TEE, to enable secure and reliable industry collaboration in Web3, AI, and other technology areas. Last year, the Ant Group claimed to have filed more than 1,000 patent applications for privacy-preserving computation technologies.
Editorial: The Importance of Privacy in AI
As AI continues to revolutionize industries such as healthcare, finance, and transportation, the need for data privacy has become increasingly essential. The partnership between AntChain and Intel exemplifies the growing attention to privacy-preserving computing technologies in AI.
The use of advanced encryption mechanisms and trusted execution environments can help prevent data breaches, fraud, and other malicious activities that may threaten individuals’ privacy and security. However, implementing these technologies requires significant investment in research and development, which may present a challenge for small and medium-sized enterprises.
Advice for Enterprises
Enterprises must prioritize privacy protection in the AI development process. By partnering with established tech companies such as Intel and AntChain, they can leverage advanced security technologies and gain access to cutting-edge research and development.
Additionally, companies must ensure that all personal data collected is used transparently and ethically. Proper data governance practices and regulations, such as the European Union’s General Data Protection Regulation (GDPR) and California’s Consumer Privacy Act (CCPA), must be adhered to in order to maintain public trust and avoid penalties.
Conclusion
The partnership between AntChain and Intel marks a significant milestone in the development of privacy-preserving computing technologies for AI. As enterprises continue to embrace AI, they must prioritize the protection of personal data and implement advanced security mechanisms to mitigate potential risks.
<< photo by Mojahid Mottakin >>
