With the launch of infrastructure such as Filecoin Onchain Cloud, Filecoin is evolving from a decentralized storage network into programmable storage infrastructure for the age of AI agents.
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Tongrun
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How Does Filecoin Ensure the Security and Privacy of AI Data?
Through a multi-layered, systematic technical architecture, Filecoin provides AI data with end-to-end security throughout the entire process, from storage to access.
Here are its core mechanisms:
I. Encryption and privacy protection technologies
1. End-to-end encryption
Data is encrypted as soon as it leaves the sender’s device, so its contents cannot be read even if it is intercepted during transmission.
Users can use Lighthouse’s Kavach encryption SDK to encrypt files on the client side before uploading them, ensuring that only users with the decryption key can access the original data.
2. Zero-knowledge proofs (ZKPs)
Filecoin uses zero-knowledge proof technology to let users prove to storage providers that they own the data and that it has been stored correctly, without revealing the actual data content—verifying authenticity without exposing the data itself.
Here are its core mechanisms:
I. Encryption and privacy protection technologies
1. End-to-end encryption
Data is encrypted as soon as it leaves the sender’s device, so its contents cannot be read even if it is intercepted during transmission.
Users can use Lighthouse’s Kavach encryption SDK to encrypt files on the client side before uploading them, ensuring that only users with the decryption key can access the original data.
2. Zero-knowledge proofs (ZKPs)
Filecoin uses zero-knowledge proof technology to let users prove to storage providers that they own the data and that it has been stored correctly, without revealing the actual data content—verifying authenticity without exposing the data itself.