Problems : ZK Scalability

Secure computation is powerful — but hard to scale, verify, or make transparent in practice.
Existing systems that rely on centralized processing, unverifiable results, or interactive zero-knowledge proofs suffer from,

• Opaque Evaluation: How can we trust that a computation was executed correctly without revealing its inputs?
• Monolithic Circuits: Large circuits are hard to manage, deploy, or audit — especially in decentralized environments.
• Lack of Verifiability: Users have no way to verify whether their inputs contributed to the correct result.
• Heavy Interaction: Most secure multi-party computation or ZK proof systems require live interaction between participants.

Here's a comparison chart of zk-fabric with other zk proving systems like zkSNARK, zkSTARK, bulletproofs, zkBOO and zkBOO++ :

Use cases:

REAL TIME PROVING OF PRIVACY & POLICIES IN PRIVACY PRESERVING CONSUMER APPLICATION

SYSTEM PRONES TO ADVERSARY WITH ACCESS OF THE SECRET RANDOMNESS USED TO GENERATE PARAMETERS