# FHE İlgili Makaleler

HTX Haber Merkezi, kripto endüstrisindeki piyasa trendleri, proje güncellemeleri, teknoloji gelişmeleri ve düzenleyici politikaları kapsayan "FHE" hakkında en son makaleleri ve derinlemesine analizleri sunmaktadır.

Token FOLD Auction Imminent, What is The Interfold, Supported by Vitalik?

**Title:** FOLD Token Auction Approaches: What is The Interfold, Supported by Vitalik? **Summary:** The Interfold, a "confidential coordination infrastructure" previously known as Enclave, is launching its functional token FOLD via a Uniswap Continuous Clearing Auction (CCA) starting July 8th. Endorsed by Ethereum co-founder Vitalik Buterin in May, the protocol tackles the core problem of governance bribery in decentralized voting (e.g., on platforms like Votium) by enabling multiple parties to compute a verifiable result without exposing their private input data. Its core technology, the Encrypted Execution Environment (E3), uses a distributed network of "Ciphernodes" that perform computations on fully encrypted data using Fully Homomorphic Encryption (FHE), with process integrity verified by Zero-Knowledge (ZK) proofs and decryption keys managed via Decentralized Threshold Cryptography (DTC) to eliminate a single point of trust. The primary application is CRISP (Coercion-Resistant Impartial Selection Protocol) for DAO governance, which ensures encrypted voting, "receipt-free" votes to prevent bribery, and verifiable tallying. The Interfold, developed by the Gnosis Guild team (creators of the Zodiac DAO tooling), positions itself as a focused solution to make on-chain voting truly un-buyable, realizing the vision of Vitalik's earlier MACI (Minimal Anti-Collusion Infrastructure) framework without its reliance on a single trusted coordinator. FOLD tokens will be used for Ciphernode staking, paying for computation requests, and protocol governance. Following the 48-hour auction, there is a 40-day cooling period where tokens can only be staked, with the official Token Generation Event (TGE) expected around August 19th.

Foresight News07/08 08:31

Token FOLD Auction Imminent, What is The Interfold, Supported by Vitalik?

Foresight News07/08 08:31

A Panoramic View of the Solana Privacy Ecosystem: The Complete Privacy Stack from Computation to AI

**Solana Privacy Ecosystem: A Comprehensive Overview from Computation to AI** Solana's privacy ecosystem, while nascent, is rapidly evolving to address key challenges across multiple layers. Key figures like Helius CEO Mert acknowledge that Solana has lagged in privacy but highlight its unique potential for scalable, composable privacy protocols, potentially leveraging technologies like ZK compression without persistent rollups. The foundational layer is **Private Compute**, addressed by providers like Arcium and Magic Block. Arcium utilizes Multi-Party Computation (MPC) networks to process encrypted data off-chain with final settlement on Solana, supporting use cases like confidential payments (via its C-SPL token standard) and encrypted data analysis. Magic Block employs Trusted Execution Environments (TEEs) to create private, ephemeral rollups, offering confidentiality, scalability, and composability. Both enable private order books, dark pools, and DeFi rails. Building on this infrastructure are applications for **Private Transfers and Balances**. Umbra, built on Arcium, offers encrypted token accounts with amount, balance, and sender-receiver linkage privacy, plus compliance features. Privacy Cash uses Tornado-style shielded pools for SOL, while Hush provides private staking and trading with integrated swaps via Jupiter. To eliminate **On-Chain Trails** from everyday activities like trading, protocols like encifherio and VanishTrade are emerging. encifherio privately routes swaps through Jupiter by encrypting transaction details within TEEs. VanishTrade routes trades through shielded liquidity pools. Darklake offers a ZK-native "blind slippage" AMM and private perpetuals to hide trading intent and prevent front-running. More advanced applications include **Private Prediction Markets**. Platforms like Melee Markets use Arcium's MPC to encrypt order books, allowing participants to place hidden bets without revealing their market position until settlement. Finally, the ecosystem is expanding into **Private AI**. Loyal leverages both Magic Block and Arcium to create a decentralized protocol where user-AI interactions, queries, and preferences are encrypted on-chain, giving users ownership and control over their data while enabling private transactions and yield generation. In summary, Solana's privacy stack is developing from core compute and transfer privacy towards sophisticated applications in DeFi, prediction markets, and AI, aiming for a future where Fully Homomorphic Encryption (FHE) and Zero-Knowledge (ZK) proofs combine for a complete privacy solution.

marsbit06/17 04:37

A Panoramic View of the Solana Privacy Ecosystem: The Complete Privacy Stack from Computation to AI

marsbit06/17 04:37

Solana Privacy Ecosystem Panorama: A Complete Privacy Stack from Compute to AI

**Title: The Solana Privacy Ecosystem: A Full-Stack View from Compute to AI** **Summary:** This article provides a comprehensive overview of the emerging privacy landscape on the Solana blockchain, characterizing it as still in early development. It identifies two primary verticals—Neobanks and Private DeFi—as key drivers, while noting gaps in tooling and user experience. The discussion centers on two main approaches to private computation: Arcium, which utilizes Multi-Party Computation (MPC) networks (Multi-Party eXecution Environments) to process encrypted data with final settlement on Solana; and Magic Block, which leverages Trusted Execution Environments (TEEs) via its Private Ephemeral Rollup (PER). Both enable confidential applications like dark pools and private DeFi with minimal code changes. Building on this infrastructure, projects are creating privacy-focused applications. Umbra, built on Arcium, offers Encrypted Token Accounts (ETAs) for private balances, transfers, and selective disclosure for compliance. Other wallets like Privacy Cash and Hush provide mixer-like functionality for SOL. For private trading, encifherio uses TEEs to encrypt swap details routed through Jupiter, while VanishTrade and Darklake focus on shielding transaction intent and liquidity routing, with Darklake introducing a "blind slippage pool" to prevent front-running. Further applications include private prediction markets (e.g., Melee Markets using Arcium's encrypted order books) and private AI. Loyal exemplifies the latter, using both Magic Block and Arcium to enable decentralized AI agents that store user data, conversations, and transactions confidentially on-chain. The article concludes by framing privacy not as a single technology but as an evolving "ultimate privacy stack," with experts like Helius's Mert envisioning a future combination of Fully Homomorphic Encryption (FHE) and Zero-Knowledge proofs (ZK). Helius Privacy itself is developing a ZK-based UTXO privacy layer for Solana.

Foresight News06/16 11:14

Solana Privacy Ecosystem Panorama: A Complete Privacy Stack from Compute to AI

Foresight News06/16 11:14

Dialogue with Vitalik, Xiao Feng, Aya Miyaguchi, and Joseph Chalom: From the 'Subtraction Principle' to the Agent Economy

Conversation with Vitalik Buterin, Xiao Feng, Aya Miyaguchi, and Joseph Chalom: Highlights from the Ethereum Application Summit on key future directions. Vitalik Buterin discussed the concept of "Full Stack Open Source Security," extending security from the protocol to hardware layers like wallets and chips. He predicted AI will simplify blockchain interaction, enabling natural language commands for complex operations. He emphasized that Ethereum's future focus should be on security, decentralization, and trustless infrastructure—the areas where it holds its core competitive edge. The fusion of AI, Fully Homomorphic Encryption (FHE), and blockchain is seen as crucial for real-world applications requiring privacy, such as healthcare. Xiao Feng underscored the importance of simplifying technology for mass adoption. He drew parallels to the evolution from command lines to GUIs and apps, suggesting that AI-driven natural language interfaces will be key to bringing more users into Web3. He stressed that while performance is important, Ethereum must continue to uphold its foundational principles of decentralization and user sovereignty. Aya Miyaguchi, Chair of the Ethereum Foundation, explained the evolving role of the Foundation through the "Principle of Subtraction." As the ecosystem matures, the EF is stepping back from areas where the community can take the lead, acting as one of many "gardeners" rather than a central driver. She highlighted that real applications are built on Ethereum's core values: censorship resistance, open source, security, and privacy. The concept of "Local-first" initiatives, like the Ethereum Applications Guild (EAG), was also emphasized for leveraging regional strengths to create global impact. Joseph Chalom, CEO of SharpLink, positioned Ethereum as the future infrastructure for global capital markets, differentiating it from Bitcoin through its "productivity" via staking yields. He envisioned the rise of an "Agent Economy" by 2027, where AI agents, powered by Web3 wallets, will autonomously manage financial tasks like yield optimization and RWA investments. The summit concluded that with core infrastructure maturing, the application layer is now the key driver for Ethereum's next phase of growth and real-world adoption.

marsbit05/12 09:43

Dialogue with Vitalik, Xiao Feng, Aya Miyaguchi, and Joseph Chalom: From the 'Subtraction Principle' to the Agent Economy

marsbit05/12 09:43

Encrypt Is Coming to Solana to Power Encrypted Capital Markets

Encrypt is introducing Fully Homomorphic Encryption (FHE) to the Solana blockchain to enable encrypted capital markets. This cryptographic breakthrough allows developers and institutions to build high-performance financial applications where sensitive information—such as balances, orders, and positions—remains encrypted during on-chain execution. By integrating FHE natively into Solana, Encrypt enables confidential trading, private lending, sealed-bid auctions, and other privacy-preserving applications without sacrificing composability or performance. The platform aims to remove barriers to institutional adoption by allowing participation in public markets without exposing sensitive data. Encrypt will launch on Solana devnet in early Q2 2026, with a mainnet release planned later in the year.

TheNewsCrypto03/31 13:42

Encrypt Is Coming to Solana to Power Encrypted Capital Markets

TheNewsCrypto03/31 13:42

T-REX Network and Zama Launch Institutional-Grade Confidentiality Infrastructure for RWA Tokenization

T-REX Network, a multi-chain RWA tokenization platform backed by Apex Group, has partnered with Zama, a leader in Fully Homomorphic Encryption (FHE), to integrate a native privacy layer into the T-REX Ledger. This collaboration addresses a key barrier to institutional blockchain adoption: the public nature of distributed ledgers. By incorporating Zama’s FHE technology, the T-REX Ledger enables confidential computation and transaction settlement without exposing sensitive investor data, trading strategies, or portfolio positions. The integration allows regulated financial entities to leverage public blockchain benefits—such as interoperability and efficiency—while maintaining the confidentiality and compliance required in traditional finance. The initiative, supported by the ERC-3643 standard (which already secures $32B in tokenized assets), aims to facilitate the large-scale adoption of real-world asset tokenization. Apex Group has committed to adopting the T-REX Ledger as its default infrastructure, targeting $100B in tokenized assets by mid-2027.

TheNewsCrypto03/26 12:39

T-REX Network and Zama Launch Institutional-Grade Confidentiality Infrastructure for RWA Tokenization

TheNewsCrypto03/26 12:39

AI and Crypto In-Depth Research Report: The Symbiotic Era of Algorithms and Ledgers

This report explores the deep integration of AI and cryptocurrency, moving from proof-of-concept to systemic convergence by 2026. AI serves as the decision-making layer, while blockchain acts as the execution and settlement layer. Key developments include DePIN networks aggregating global GPU resources to reshape computational infrastructure, protocols like Bittensor creating decentralized machine intelligence markets, and AI agents evolving into autonomous on-chain economic entities supported by payment (e.g., x402) and identity standards (e.g., ERC-8004). Privacy is addressed through hybrid confidential computing, combining Fully Homomorphic Encryption (FHE), Zero-Knowledge Machine Learning (ZKML), and Trusted Execution Environments (TEE). A notable study reveals that 90.8% of AI agents prefer digital native currencies, with 48.3% choosing Bitcoin for long-term value storage, indicating a shift towards technically superior, trust-minimized monetary systems. The future points to "intelligent ledgers" where decentralized exchanges absorb traditional finance functions, prediction markets become information layers, and AI-driven economies grow exponentially. By 2030, AI agents could facilitate $8 trillion in online spending, transforming payments into native network behavior and merging banking with internet infrastructure.

marsbit03/19 07:25

AI and Crypto In-Depth Research Report: The Symbiotic Era of Algorithms and Ledgers

marsbit03/19 07:25

Intelligent Computing Convergence: The Deep Integration Architecture, Paradigm Evolution, and Application Landscape of AI and Cryptocurrency Industries

The deep integration of AI and cryptocurrency represents a fundamental paradigm shift, moving beyond mere technological convergence to reshape economic and computational infrastructures. By 2025, the crypto market cap surpassed $4 trillion, signaling its maturation, while AI evolved from centralized models toward decentralized, transparent “open intelligence.” Key architectural innovations include decentralized physical infrastructure networks (DePINs) like Render and Akash, which aggregate global idle GPU resources, and platforms like Ritual that embed AI models into blockchain execution environments. Verification mechanisms such as ZKML and TEE ensure computational integrity and privacy. Bittensor introduces a token-incentivized marketplace for machine intelligence, using its Yuma consensus to reward high-performing models dynamically. AI agents have transitioned from tools to autonomous on-chain entities, capable of managing finances and executing DeFi strategies via protocols like x402 and Olas. Privacy advancements through FHE (e.g., Zama), ZKML, and TEE enable confidential on-chain computations, critical for high-stakes applications. AI also enhances security via automated smart contract auditing and real-time threat prevention systems. This fusion drives enterprise efficiency through cost reduction and secure data processing, while empowering individuals via intent-based agents and data monetization. The future points to “intelligent ledgers” where AI and blockchains are deeply architecturally coupled, enabling a fairer, decentralized digital economy.

marsbit03/17 03:13

Intelligent Computing Convergence: The Deep Integration Architecture, Paradigm Evolution, and Application Landscape of AI and Cryptocurrency Industries

marsbit03/17 03:13

Fhenix Pushes Encrypted DeFi Forward with High-Performance FHE Infrastructure

Fhenix is advancing encrypted decentralized finance (DeFi) through its high-performance fully homomorphic encryption (FHE) infrastructure. Unlike traditional transparent blockchains, FHE enables data to remain encrypted during computation, preventing vulnerabilities like front-running and exploitation. Founder Guy Zyskind presented FHE as a more comprehensive privacy solution than zero-knowledge proofs or trusted execution environments, offering true encrypted execution. Key technical innovations include CoFHE, a recently deployed FHE coprocessor on Base that significantly boosts throughput—reportedly by up to 5,000 times—making on-chain FHE practical for real-world use. The fhEVM environment also allows Ethereum developers to integrate encryption into Solidity-based dApps with minimal changes. Fhenix’s stack, built on Arbitrum and secured via EigenLayer, supports verifiable encrypted computation and aims to serve use cases like confidential trading and asset tokenization. Notably, JP Morgan reportedly engaged Fhenix regarding tokenizing $1.5 trillion in assets, highlighting institutional demand for confidential infrastructure. The project also emphasizes FHE’s compatibility with post-quantum cryptography, future-proofing blockchain against quantum threats. Fhenix is positioning itself as essential infrastructure for confidential DeFi, turning selective secrecy into a competitive advantage.

TheNewsCrypto02/17 23:24

Fhenix Pushes Encrypted DeFi Forward with High-Performance FHE Infrastructure

TheNewsCrypto02/17 23:24

Fhenix Breaks Blockchain Privacy Barrier With Decomposed BFV Encryption Breakthrough

Fhenix has developed a new cryptographic technology called Decomposed BFV (DBFV), a breakthrough in fully homomorphic encryption (FHE) that significantly improves the performance and practicality of encrypted computations on blockchain. FHE enables calculations on encrypted data without decryption, offering strong data privacy, but has been limited by high computational costs and noise accumulation, especially in precise schemes like BFV and BGV used in financial applications. DBFV addresses these challenges by decomposing large plaintext numbers into smaller, manageable ciphertexts called "limbs," which are processed independently. This approach enhances noise control and reduces the need for frequent bootstrapping—a computationally expensive process—thereby enabling deeper and more complex computations. Although some operations become slightly more costly, the overall efficiency gains make sustained encrypted workloads feasible for the first time. This innovation allows high-throughput, privacy-preserving applications such as financial logic, stateful apps, and data aggregation. Fhenix plans to integrate DBFV into its infrastructure later this year, making FHE a practical solution for decentralized finance and enterprise blockchain use cases without compromising performance or precision.

TheNewsCrypto02/05 22:52

Fhenix Breaks Blockchain Privacy Barrier With Decomposed BFV Encryption Breakthrough

TheNewsCrypto02/05 22:52

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