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

Foresight NewsPublicado em 2026-06-16Última atualização em 2026-06-16

Resumo

**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 p...

Authored by: Castle Labs(@castle_labs)

Compiled by: AididiaoJP, Foresight News

The Solana Privacy Ecosystem is Still in Its Early Stages

We once discussed Solana privacy with Helius CEO @mert. In his own words, Solana is "a bit behind" on privacy.

So, what should a mature privacy ecosystem look like?

Essential elements include:

Formal verification
No committees
Immutability
Open-source code

Solana's unique architecture also brings different privacy priorities compared to EVM chains. Mert specifically mentioned ZK Compression: "On Solana, we can achieve large-scale and composable privacy protocols without persistent rollups, at least when based rollups are possible."

In Solana's specific context, the two most relevant verticals for privacy development are Neobanks and Private DeFi. However, in terms of tools and user experience, Solana still has a significant gap to a fully functional, composable privacy ecosystem.

We also asked Mert about his view on the privacy tech stack. As the report highlights, privacy should not be seen as a single technology, but as an "ultimate privacy stack" where all primitives eventually work together. For Mert, the endgame will be a combination of FHE (Fully Homomorphic Encryption) and ZK (Zero-Knowledge Proofs). TEE and MPC are practical for certain use cases but cannot provide sufficient guarantees in adversarial systems.

Finally, we asked him about Helius Privacy.

Helius Privacy will be developed as a ZK-based UTXO privacy layer on Solana. It will utilize "Zones," allowing individual companies to choose their own trade-offs.

It will also provide a public Zone for all regular users, offering full anonymity in an immutable, formally verified manner. More details will be announced soon.

Against this backdrop, this article focuses on how the Solana privacy ecosystem is addressing various privacy challenges.

Private Compute

Currently, there are mainly two providers in this space: @Arcium and @magicblock.

Both are addressing a similar problem: private computation.

Arcium processes arbitrary data through MPC (Multi-Party Computation). It splits the data and distributes it across independent node clusters that collectively compute a result without seeing individual inputs. Meanwhile, Arcium operates as an independent compute network, with final settlement occurring on Solana, which handles task ordering, network security, and fee payment.

All this private computation happens within Multi-Party eXecution Environments (MXEs) – customizable, parallelizable execution environments.

Beyond solving computation problems, Arcium's product also serves Solana's broader privacy ecosystem. They are building the Confidential SPL (C-SPL) token standard, enabling confidential tokens, transfers, and transactions on Solana.

We asked the Arcium team about the demand sources. As expected, the main sources are payments and crypto data analytics, while institutional demand is also growing, especially in healthcare – enabling the training of models on encrypted datasets. C-SPL also enables seamless private transfers, further attracting institutional interest.

Regarding data, since its Alpha mainnet launch in early February 2026, Arcium has processed over 900,000 computations and 3.5 million transactions, with most growth occurring in early May.

Currently, most demand comes from early applications like Umbra. In the coming weeks, applications like ZINC and Crafts will also go live, and we expect demand to increase further.

ZINC is working on encrypted Proof of Work mining, while Crafts uses Arcium for sealed-bid auction fundraising, allowing startups to tokenize part of their equity through fair price discovery.

"Some exciting new things being built on Arcium include: capital formation using sealed bids, opportunity markets, encrypted settlement in prediction markets, and other financial privacy applications."

Many of these use cases are creating new or improved markets where users may not even be aware of the privacy aspects.

Magic Block, on the other hand, tackles private computation via TEE (Trusted Execution Environment), while Arcium relies on the cryptographic guarantees of MPC. Its product works by Intel TDX creating a hardware-verified black box – a Private Ephemeral Rollup (PER) – where transactions are aggregated and processed before being submitted back to Solana.

MagicBlock helps developers retain these properties throughout the stack, including: confidentiality (protected state), scalability (high throughput), composability (still interoperable with other Solana programs), and compliance (an access control layer).

While the two take different paths to solve the problem, both can generate deployable private order books, dark pools, and private DeFi rails with minimal code changes. This is already evident in the ecosystem built on Arcium, spanning DeFi, prediction markets, Neobanks, and more.

Private Transfers and Balances

As privacy compute infrastructure like Arcium and MagicBlock gradually improves, use cases built on top of this infrastructure are also growing, including private transfers.

@UmbraPrivacy is the first, built on Arcium's MPC infrastructure. Umbra introduces Encrypted Token Accounts (ETAs), which are direct counterparts to Solana's standard Associated Token Accounts but store balances in encrypted form, providing:

Amount privacy: Transaction amounts are encrypted using Rescue cryptography
Balance privacy: Balances are stored as ciphertext
Association privacy: Complete on-chain dissociation between sender and receiver via mixing pools + ZK proofs

Additionally, Umbra offers compliance features, allowing users to grant selective viewing access to auditors and compliance systems without exposing the full transaction history. This is crucial for institutional workflows and for users who want to prove fund holdings without revealing detailed transaction histories.

In the privacy wallet space, @theprivacycash and Hush are two others.

Privacy Cash uses Tornado-style mixing pools for SOL: Users deposit SOL to generate a commitment added to a Merkle tree, then use ZK proofs to withdraw to any recipient, completely severing the on-chain link between deposit and withdrawal addresses.

Hush is inspired by Zcash but adds DeFi utility. Users deposit SOL into Hush's mixing pool, which is automatically converted to jitoSOL, passively earning staking rewards and MEV revenue while remaining private. Inside the pool, users can transfer to other Hush participants, receive funds, and conduct multiple transactions without touching Solana's public ledger. Upon exiting, withdrawals are untied from the original deposit via mixing. Pool transfers cost 0.01 jitoSOL, and withdrawals incur a 50 bps fee. Hush also integrates with Jupiter for private swaps and implements geoblocking for sanctioned regions, giving it a good compliance profile among institutional users.

No Onchain Trail

Private transfers solve the problem for companies and institutions paying employees or conducting private transactions on-chain. But to go further, we need to embed privacy into everyday on-chain behavior, especially trading.

Every order placed on a public AMM is a signal that front-runners, copy traders, and MEV bots can read and exploit. Currently, some protocols on Solana are addressing this issue.

@encifherio is a privacy-first DeFi interface that routes trades through Jupiter while keeping trade details private. The team states: "Execution quality remains the same because we don't add custom routing; we use the same routes and liquidity provided by Jupiter."

It wraps the tokens a user wants to swap and encrypts swap details using ElGamal encryption. The on-chain record only shows state changes of the wrapped asset type, enough for Jupiter to know it's routing the correct token. The number of trades, counterparties, participants, and even whether a trade was executed are all handled within a TEE environment (AWS Nitro Enclaves) and never broadcast publicly. This enables private swaps at scale.

@VanishTrade approaches it from a different level. They are building private trading infrastructure using shielded transaction routing to protect trading strategies from leaving an on-chain trail. Unlike encifherio wrapping tokens, Vanish routes trades through shielded liquidity. Additionally, Vanish launched the Vanish Integrity Framework (VIF), powered by Elliptic and Range, embedding safeguards to prevent routing any illicit transactions.

Darklake is another contender in this category, building ZK-native liquidity infrastructure and dark pools. Its zk-AMM, called the "blind slippage pool," is a commit layer added on top of an AMM to hide slippage data before execution. Searchers cannot read order intent before a trade lands but can verify the outcome afterward. This delay asymmetry prevents sandwich attacks while preserving verifiability. They have extended this model to private perpetuals (zk-Perps) using Arcium's compute layer, and an inference framework called Zyga, which abstracts proof complexity, providing builders with a foundation for secure logic and coordination. Recently, they also expanded into an infrastructure protocol, allowing apps and users to verify, connect, and compute privately using a "Proof as Intelligence" model.

Private Prediction Markets

Private prediction markets are a more advanced privacy application, as users' strategies can easily be copied, losing their edge. To solve this, protocols are using Arcium's infrastructure to build specialized dark pools for prediction markets.

@meleemarkets is building prediction markets supporting private order flow. They encrypt the order book through Arcium's MPC infrastructure. Participants can place orders without exposing their direction in the public market until settlement.

The Private AI

As AI agents increasingly operate on-chain, will every query they make and every piece of PII they consume be permanently public?

Loyal answers this with its decentralized, censorship-resistant smart agreements protocol. This protocol is built using Magic Block's ephemeral rollup execution and Arcium's encrypted compute. They are building on-chain AI that protects user data: conversations, queries, preferences, and activities—all encrypted and stored on Solana with strict access rules. Users own and can export their encrypted conversation history and can self-host the frontend without losing any data. Furthermore, Loyal supports private trading and fund management, allowing depositors to earn yield in a private state.

Perguntas relacionadas

QWhat are the two main categories of private computing providers on Solana mentioned in the article, and what are their primary technical approaches?

AThe two main categories are Arcium and Magic Block. Arcium utilizes Multi-Party Computation (MPC), which splits and distributes data across independent node clusters to compute results without revealing individual inputs. Magic Block relies on Trusted Execution Environments (TEEs), specifically Intel TDX, to create a hardware-verified black box (Private Ephemeral Rollup) for private computation.

QAccording to Helius CEO Mert, what is the envisioned 'endgame' for the ultimate privacy stack?

AMert believes the endgame for the ultimate privacy stack is a combination of Fully Homomorphic Encryption (FHE) and Zero-Knowledge proofs (ZK).

QWhat are the key privacy features provided by Umbra's Encrypted Token Accounts (ETAs)?

AUmbra's Encrypted Token Accounts (ETAs) provide three key privacy features: 1) Amount Privacy: transaction amounts are encrypted using Rescue cipher, 2) Balance Privacy: balances are stored in encrypted form (ciphertext), and 3) Linkability Privacy: using a shielded pool and ZK proofs to completely sever the on-chain link between sender and receiver.

QHow do Encifherio and VanishTrade differ in their approaches to providing privacy for on-chain trades?

AEncifherio provides privacy by wrapping the tokens a user wants to swap and encrypting the swap details, then routing the trade privately through Jupiter within a TEE. VanishTrade, on the other hand, routes trades through shielded liquidity pools to protect trading strategies and uses the Vanish Integrity Framework for compliance.

QWhat specific Solana privacy project is highlighted as addressing the privacy needs of on-chain AI agents, and how does it protect user data?

AThe project is called Loyal. It protects user data for on-chain AI agents by using a decentralized, censorship-resistant smart protocol built with Magic Block's ephemeral rollup execution and Arcium's encrypted compute. It stores user conversations, queries, preferences, and activities in encrypted form on Solana with strict access rules, allowing users to own and export their encrypted chat history.

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BarbieCrashBandicootRFK777Inu, $SOLANA 2.0: Um Novo Jogador no Cenário Cripto Introdução ao BarbieCrashBandicootRFK777Inu, $SOLANA 2.0 No sempre evolutivo cenário das criptomoedas, novos participantes estão continuamente a capturar a atenção de investidores e entusiastas. Entre estes projetos emergentes está BarbieCrashBandicootRFK777Inu, representado pelo símbolo de criptomoeda $SOLANA 2.0. Esta iniciativa única combina elementos de glamour, aventura e cultura meme, propondo-se a desafiar as expectativas numa arena altamente competitiva. Com aspirações de crescimento e inovação, este projeto captura o espírito de um azarão a lutar contra gigantes estabelecidos. O que é BarbieCrashBandicootRFK777Inu, $SOLANA 2.0? No seu núcleo, BarbieCrashBandicootRFK777Inu é um projeto de criptomoeda que se inspira em várias referências culturais icónicas. Incluindo a elegância e charme associados à Barbie, a energia dinâmica de Crash Bandicoot e a determinação incansável representada por RFK, o projeto pretende oferecer uma experiência multifacetada no mundo das criptomoedas. O objetivo principal do projeto BarbieCrashBandicootRFK777Inu é fundir estes elementos díspares num ecossistema coeso que atraia um amplo público. Ao abraçar a whimsicalidade da cultura meme enquanto se mantém enraizado nos princípios da descentralização e do empoderamento financeiro, o projeto posicionou-se como uma opção atraente tanto para investidores experientes quanto para novatos no mundo cripto. Quem é o Criador do BarbieCrashBandicootRFK777Inu, $SOLANA 2.0? Apesar do crescente interesse em BarbieCrashBandicootRFK777Inu, as informações sobre o seu criador continuam a ser amplamente desconhecidas. O anonimato do seu fundador ou equipa de desenvolvimento levanta questões sobre a estrutura e governança do projeto. No mundo das criptomoedas, não é incomum que os projetos operem sem criadores públicos. Esta falta de informação pode desmotivar alguns potenciais investidores, enquanto outros podem vê-la como uma oportunidade de abraçar o espírito de descentralização que fundamenta muitas iniciativas de criptomoeda. Quem são os Investidores do BarbieCrashBandicootRFK777Inu, $SOLANA 2.0? Atualmente, há escassas informações disponíveis sobre as fundações ou organizações de investimento que apoiam BarbieCrashBandicootRFK777Inu. A falta de suporte de investimento detalhado do projeto destaca a natureza independente de várias criptomoedas. Neste caso, ainda permanece a incógnita se o financiamento do projeto virá do apoio da comunidade ou do suporte de entidades financeiras maiores. Como Funciona o BarbieCrashBandicootRFK777Inu, $SOLANA 2.0? BarbieCrashBandicootRFK777Inu é concebido com várias características que contribuem para a sua singularidade no espaço cripto saturado. Embora detalhes técnicos específicos permaneçam em segredo, espera-se que o projeto incorpore funcionalidades destinadas a melhorar o envolvimento dos utilizadores e fomentar o crescimento da comunidade. A combinação de influências variadas — desde a moda e aventura até o gaming — incentiva uma atmosfera inclusiva que atende a interesses diversos. Adicionalmente, os laços do projeto com o ecossistema $SOLANA 2.0 sugerem potenciais vantagens tecnológicas. Isto pode incluir velocidades de transação inovadoras, escalabilidade e custo-efetividade, alinhando-se com as capacidades técnicas da blockchain Solana. Os fundadores do projeto parecem estar a aproveitar esta base tecnológica para criar uma experiência comunitária duradoura e uma oferta de produtos substancial. Linha do Tempo do BarbieCrashBandicootRFK777Inu, $SOLANA 2.0 A jornada do BarbieCrashBandicootRFK777Inu contém vários marcos-chave, fornecendo uma visão sobre o desenvolvimento do projeto até agora: Conceitualização do Projeto: Ideias iniciais surgiram em torno da fusão de glamour, aventura e cultura meme, fornecendo a estrutura para o conceito único do projeto. Criação do Token: O token simbólico $SOLANA 2.0 foi estabelecido, concebido para incorporar as aspirações do projeto e atrair o interesse de investidores potenciais. Desenvolvimento do Projeto: Atualmente, o projeto está a passar por novos desenvolvimentos, com ênfase em desafiar os jogadores estabelecidos no espaço cripto e entregar ofertas inovadoras. Estes marcos refletem a trajetória de crescimento do projeto, enquanto destacam o seu compromisso em desenvolver uma experiência pioneira em criptomoedas. Pontos-Chave Sobre BarbieCrashBandicootRFK777Inu, $SOLANA 2.0 Conceito Único: BarbieCrashBandicootRFK777Inu destaca-se ao fundir elementos de glamour, aventura e cultura meme num único projeto de criptomoeda. Espírito de Azarão: O projeto abraça uma persona de azarão, visando desafiar projetos de criptomoeda estabelecidos e criar um nicho na indústria. Fase de Desenvolvimento: Esforços de desenvolvimento ativos estão em andamento, com a intenção de fornecer ofertas novas e inovadoras em alinhamento com as expectativas da comunidade e investidores. Conclusão BarbieCrashBandicootRFK777Inu, representado pelo símbolo $SOLANA 2.0, é uma nova entrada intrigante no mercado de criptomoedas. A sua mistura única de referências culturais e visão ambiciosa pode ressoar com aqueles que buscam valores alternativos em projetos no panorama cripto. Embora o estado desconhecido do seu criador e investidores possa levantar sobrancelhas, a ênfase do projeto em charme e aventura apresenta uma narrativa cativante que expande os limites do que as criptomoedas podem representar. À medida que o projeto continua a desenvolver-se, será interessante observar a sua evolução dentro do amplo cenário cripto e como se posiciona entre os seus concorrentes. Para aqueles envolvidos, BarbieCrashBandicootRFK777Inu pode muito bem desbloquear experiências surpreendentes que redefinem o envolvimento com ativos digitais. Por agora, à medida que o projeto avança, a sua jornada serve como um lembrete de que a inovação no espaço cripto não conhece limites, oferecendo tudo, desde excitação e entretenimento até a potencialidade de empoderamento financeiro.

89 Visualizações TotaisPublicado em {updateTime}Atualizado em 2024.12.03

Como comprar SOL

Bem-vindo à HTX.com!Tornámos a compra de Solana (SOL) simples e conveniente.Segue o nosso guia passo a passo para iniciar a tua jornada no mundo das criptos.Passo 1: cria a tua conta HTXUtiliza o teu e-mail ou número de telefone para te inscreveres numa conta gratuita na HTX.Desfruta de um processo de inscrição sem complicações e desbloqueia todas as funcionalidades.Obter a minha contaPasso 2: vai para Comprar Cripto e escolhe o teu método de pagamentoCartão de crédito/débito: usa o teu visa ou mastercard para comprar Solana (SOL) instantaneamente.Saldo: usa os fundos da tua conta HTX para transacionar sem problemas.Terceiros: adicionamos métodos de pagamento populares, como Google Pay e Apple Pay, para aumentar a conveniência.P2P: transaciona diretamente com outros utilizadores na HTX.Mercado de balcão (OTC): oferecemos serviços personalizados e taxas de câmbio competitivas para os traders.Passo 3: armazena teu Solana (SOL)Depois de comprar o teu Solana (SOL), armazena-o na tua conta HTX.Alternativamente, podes enviá-lo para outro lugar através de transferência blockchain ou usá-lo para transacionar outras criptomoedas.Passo 4: transaciona Solana (SOL)Transaciona facilmente Solana (SOL) no mercado à vista da HTX.Acede simplesmente à tua conta, seleciona o teu par de trading, executa as tuas transações e monitoriza em tempo real.Oferecemos uma experiência de fácil utilização tanto para principiantes como para traders experientes.

1.6k Visualizações TotaisPublicado em {updateTime}Atualizado em 2026.06.02

Discussões

Bem-vindo à Comunidade HTX. Aqui, pode manter-se informado sobre os mais recentes desenvolvimentos da plataforma e obter acesso a análises profissionais de mercado. As opiniões dos utilizadores sobre o preço de SOL (SOL) são apresentadas abaixo.