Looking at the technical game between FHE, TEE, ZKP and MPC from the perspective of the sub-second MPC network lka launched by Sui

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Web3Caff
2 days ago
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From a functional perspective, Ika is building a new security verification layer: serving as a dedicated signature protocol for the Sui ecosystem while also providing standardized cross-chain solutions for the entire industry. Author: Ac-Core, YBB Capital Researcher I. Ika Network Overview and Positioning The Ika network, with strategic support from the Sui Foundation, has recently officially disclosed its technical positioning and development direction. As an innovative infrastructure based on Multi-Party Computation (MPC) technology, the network's most notable feature is its sub-second response speed, which is unprecedented in similar MPC solutions. Ika's technical compatibility with the Sui blockchain is particularly outstanding, with both sharing highly aligned underlying design concepts in parallel processing and decentralized architecture. In the future, Ika will be directly integrated into the Sui development ecosystem, providing a plug-and-play cross-chain security module for Sui Move smart contracts. From a functional perspective, Ika is constructing a new security verification layer: serving as a dedicated signature protocol for the Sui ecosystem while also outputting standardized cross-chain solutions for the entire industry. Its layered design balances protocol flexibility and development convenience, with a certain probability of becoming an important practical case of MPC technology's large-scale application in multi-chain scenarios. 1.1 Core Technical Analysis Ika network's technical implementation revolves around high-performance distributed signatures, with its innovation lying in using 2PC-MPC threshold signature protocols in conjunction with Sui's parallel execution and DAG consensus, achieving truly sub-second signature capabilities and large-scale decentralized node participation. Ika aims to create a multi-party signature network that simultaneously meets ultra-high performance and strict security requirements through 2PC-MPC protocols, parallel distributed signatures, and close integration with Sui's consensus structure. Ika will potentially expand the capability boundaries of the Sui blockchain and provide some support for the entire Sui ecosystem's infrastructure. Sui's native token SUI and Ika's token $IKA will be used collaboratively, with $IKA used to pay for Ika network signature service fees and also serve as node staking assets. Ika's most significant impact on the Sui ecosystem is bringing cross-chain interoperability, with its MPC network supporting the low-latency and high-security integration of assets from chains like Bitcoin and Ethereum into the Sui network, thereby enabling cross-chain DeFi operations such as liquidity mining and lending, helping to enhance Sui's competitiveness in this area. Due to its fast confirmation speed and strong scalability, Ika has already been integrated by multiple Sui projects, to some extent driving ecosystem development.

In terms of asset security, Ika provides a decentralized custody mechanism. Users and institutions can manage on-chain assets through its multi-party signature method, which is more flexible and secure compared to traditional centralized custody solutions. Even transaction requests initiated off-chain can be safely executed on Sui.

Ika has also designed a chain abstraction layer that allows smart contracts on Sui to directly operate accounts and assets from other chains without going through complex bridging or asset wrapping processes, effectively simplifying the entire cross-chain interaction process. The native Bitcoin access also enables BTC to directly participate in DeFi and custody operations on Sui.

Lastly, I believe Ika provides a multi-party verification mechanism for AI automation applications, which can prevent unauthorized asset operations, enhance the security and credibility of AI transaction execution, and offer a potential pathway for Sui ecosystem's future expansion in the AI direction.

1.3 Challenges Faced by Ika

Although Ika is closely tied to Sui, becoming a "universal standard" for cross-chain interoperability depends on whether other blockchains and projects are willing to adopt it. Currently, there are many cross-chain solutions in the market, such as Axelar and LayerZero, which are widely used in different scenarios. For Ika to break through, it needs to find a better balance between "decentralization" and "performance", attracting more developers to integrate and more assets to migrate.

Regarding MPC, there are also numerous controversies, with a common issue being the difficulty of revoking signature permissions. Like traditional MPC wallets, once private keys are split and distributed, even if re-sharded, those with old fragments could theoretically still recover the original private key. Although the 2PC-MPC solution improves security through continuous user participation, I believe there is currently no particularly comprehensive mechanism for "how to safely and efficiently replace nodes", which could be a potential risk point.

Ika itself also depends on the stability of the Sui network and its own network conditions. If Sui undergoes a major upgrade in the future, such as updating the Mysticeti consensus to the MVs2 version, Ika must also adapt. While Mysticeti, a DAG-based consensus, supports high concurrency and low transaction fees, the lack of a main chain structure might make network paths more complex and transaction ordering more challenging. Additionally, its asynchronous accounting, while efficient, introduces new ordering and consensus security issues. Moreover, the DAG model is highly dependent on active users, and if network usage is low, it can easily lead to transaction confirmation delays and reduced security.

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  • Fully Homomorphic Encryption (FHE): An encryption scheme that allows arbitrary computation on encrypted data without decryption, ensuring end-to-end encryption of input, computation, and output. Secured by complex mathematical problems (such as lattice problems), it possesses theoretically complete computational capabilities but with extremely high computational overhead. In recent years, the industry and academia have improved performance through algorithm optimization, specialized libraries (like Zama's TFHE-rs, Concrete), and hardware acceleration (Intel HEXL, FPGA/ASIC), but it remains a "slow and steady" technology.
  • Trusted Execution Environment (TEE): A trusted hardware module provided by processors (such as Intel SGX, AMD SEV, ARM TrustZone) that can run code in an isolated secure memory area, preventing external software and operating systems from viewing execution data and status. TEE relies on hardware trust roots, with performance close to native computing and generally minimal overhead. TEE can provide confidential execution for applications, but its security depends on hardware implementation and vendor-provided firmware, with potential backdoor and side-channel risks.
  • Multi-Party Computation (MPC): Using cryptographic protocols to allow multiple parties to jointly compute function outputs without revealing their private inputs. MPC has no single point of hardware trust but requires multi-party interaction, with high communication overhead and performance limited by network latency and bandwidth. Compared to FHE, MPC has much lower computational overhead but higher implementation complexity, requiring carefully designed protocols and architectures.
  • Zero-Knowledge Proof (ZKP): A cryptographic technique that allows a verifier to verify a statement is true without revealing any additional information. The prover can prove to the verifier that they possess certain secret information (such as a password) without directly disclosing that information. Typical implementations include zk-SNARK based on elliptic curves and zk-STAR based on hash functions.

3.2 What are the Applicable Scenarios for FHE, TEE, ZKP, and MPC?

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FHE is not a "universal superiority", and the choice of technology should depend on application requirements and performance trade-offs. Perhaps future privacy computing will often be the result of complementary and integrated technologies, rather than a single solution winning out. For instance, Ika focuses on key sharing and signature coordination in its design (with users always retaining a private key), and its core value lies in achieving decentralized asset control without custody. In contrast, ZKP excels at generating mathematical proofs for on-chain verification of states or computational results. They are not simple alternatives or competitors, but more like complementary technologies: ZKP can be used to verify the correctness of cross-chain interactions, thereby reducing trust requirements for bridge providers to some extent, while Ika's MPC network provides the underlying foundation for "asset control rights" that can be combined with ZKP to build more complex systems. Additionally, Nillion has begun integrating multiple privacy technologies to enhance overall capabilities, with its blind computing architecture seamlessly integrating MPC, FHE, TEE, and ZKP to balance security, cost, and performance. Therefore, the future privacy computing ecosystem will tend to use the most suitable combination of technology components to construct modular solutions.

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Disclaimer: The content above is only the author's opinion which does not represent any position of Followin, and is not intended as, and shall not be understood or construed as, investment advice from Followin.
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