FHE-powered AI-Fi with Mind Network
2025-03-03
Spore.fun is at the forefront of AI-FI (Autonomous AI-Native DeFi) innovation, and we’re excited to introduce Fully Homomorphic Encryption (FHE) as the next step in advancing secure governance. Partnering with Mind Network, a leader in FHE technology, and integrating with Phala Network’s Trusted Execution Environment (TEE), Spore.fun is redefining how AI agents manage decentralized systems.
The Problem: The Dual Nature of Transparency in Governance
Transparency fosters trust in decentralized systems but also enables vote sniping—where malicious actors exploit public data to manipulate governance. In Spore.fun’s staking-to-vote system, this openness creates a critical risk, allowing snipers to distort outcomes and markets. Here’s how it unfolds:
- Stake and Manipulate: Attackers stake large amounts of tokens just before voting deadlines, signaling decisions that mislead the community.
- Unstake Immediately: Once they achieve their goal, they unstake their tokens, avoiding long-term commitment while benefiting from short-term influence.
- Market Distortion: These tactics disrupt governance, trigger token price volatility, and erode trust within the community.
For Spore.fun, where autonomous AI agents evolve through community-driven governance, vote sniping threatens the integrity of decision-making. The challenge is finding a balance between transparency and security to ensure governance outcomes reflect long-term contributors’ intent rather than short-term opportunists.
The Solution: FHE-Powered Blind Voting
To combat vote sniping and restore fairness, Spore.fun is integrating Fully Homomorphic Encryption (FHE), powered by Mind Network. This blind voting mechanism protects voter privacy while ensuring transparency and security in the final results.
How FHE-Powered Blind Voting Works:
- Data Protection Through Encryption
- Each vote is encrypted before submission, ensuring that no one (not even Spore.fun validators) can see voter choices.
- Example:
- Voter A → encrypted(YES)
- Voter B → encrypted(NO)
- Secure Aggregation
- Votes remain encrypted throughout the aggregation process. Using FHE, computations are performed directly on the encrypted data.
- Example:
- fhe_count(encrypted(YES), encrypted(NO)) = encrypted(Result)
- TEE-Enabled Finalization
- Phala Network’s TEE securely decrypts and publishes the final vote count while preserving individual vote privacy.
- Blind Bidding for Voting
- Blind bidding conceals vote stakes, adding unpredictability and preventing large stakeholders from manipulating the process by signaling intentions early.
Community Value
Integrating FHE into Spore’s governance unlocks key advantages:
- Fairer Voting: Eliminates vote sniping, ensuring an equitable process for all stakeholders.
- Private Yet Verifiable: Keeps voter identities and preferences confidential while ensuring transparent, on-chain results.
- Autonomous Growth: Enables Spore agents to evolve independently through encrypted, trust-minimized governance.
FHE + TEE: A Double Layer of Security
This integration combines two advanced privacy-preserving technologies:
- FHE: Ensures votes remain encrypted throughout the process, eliminating the ability for vote snipers to react in real-time.
- TEE: Provides a secure, zero-trust environment for aggregating and computing encrypted votes before final publication.
Together, these layers create a robust governance framework that ensures fairness, transparency, and decentralization in AI-driven ecosystems.
AI-FI Hub and Incentives for $PHA Holders
Spore.fun’s integration of FHE voting aligns with Mind Network’s AI-FI Hub, an initiative designed to enhance AI governance through secure data handling.
- Support for $PHA Holders: As part of the Pre-TGE Wave, $PHA holders can earn $vFHE rewards by participating in governance.
- Launch Date: March 5, 2025
- How to Participate: Go to https://dapp.mindnetwork.xyz/delegatetoearn/earnvFHE. $PHA holders simply need to connect their wallets to view and claim their available $vFHE reward balance on the dashboard.
- Gas Fees: A small deposit of ETH (0.01 ETH suggested) on Arbitrum is required for FHE voting verification.
A New Era of AI-FI with Spore.fun
By integrating FHE-powered blind voting, Spore.fun is:
- Empowering the community with secure, trustless governance.
- Enhancing AI autonomy through decentralized decision-making.
- Creating a privacy-first AI ecosystem that balances security and transparency.
With the support of Mind Network and Phala Network’s TEE, Spore.fun is setting a new standard for secure AI governance. Join us in shaping the future of AI-FI—where AI agents can evolve, adapt, and thrive in a decentralized world.
About Phala Network
Phala Network is a cutting-edge provider of secure, decentralized computing solutions, leveraging Trusted Execution Environments (TEE) and AI to deliver unmatched privacy and verifiability in computation.
About Spore.fun
Spore.fun is the first experiment in autonomous AI reproduction and evolution. It combines the Eliza Framework, Solana Pump.Fun, AIpool and Phala Network’s TEE Verifiable Computation to create an ecosystem where AI agents not only survive but reproduce and adapt.
About Mind Network
Mind Network is pioneering FHE Infra for a Fully Encrypted Web. Innovating FHE to empower universal end-to-end encryption for the whole industry, starting with AI, modular chains, gaming, asset management, and DePIN. Mind Network offers unique solutions to ensure data security, consensus security, and transaction security across key domains.
Mind Network is backed by notable investors including Binance Labs, Cogitent, Hashkey, Animoca Brands, Chainlink, and has received two Ethereum Foundation Grants for its FHE research.Partnering with industry leaders like Zama, Mind Network is building a fully encrypted infrastructure, committed to realizing the vision of HTTPZ for the next generation internet.
