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privacy

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Vitalik: The Diamond iO exploration program "stealth" new paradigm may drive privacy computing into a new stage

Ethereum co-founder Vitalik Buterin published a new article introducing a novel cryptographic obfuscation technology called Diamond iO. This technology aims to address the extremely low efficiency of traditional indistinguishable obfuscation schemes, allowing programs to run while hiding internal logic and critical data. Although traditional iO technology possesses strong privacy protection capabilities, its operational costs are prohibitively high, making it nearly impractical. Diamond iO, by adopting more aggressive new cryptographic assumptions, enhances computational efficiency from "universe-level time consumption" to "planet-level time consumption," bringing it closer to practical application.Diamond iO is built on technologies such as Attribute-Based Encryption (ABE) and Fully Homomorphic Encryption (FHE). By encrypting programs, it allows users to execute the encrypted programs and obtain correct outputs without being able to view the internal code or hidden keys. This solution introduces a new input encoding mechanism and conditional decryption method, reducing computational complexity while ensuring the program logic remains hidden. Its core application scenarios include protecting programs that contain private keys, enabling secure software licensing, constructing trustless cryptographic services, and supporting blockchain and artificial intelligence systems with stronger privacy protection.However, Diamond iO is still in the early research stage, and its security relies on new cryptographic assumptions, including All-Product LWE and Evasive LWE, which require further research validation. At the same time, the technology still faces efficiency challenges such as high computational overhead and circuit depth limitations. Researchers believe that by optimizing underlying hash functions, improving homomorphic encryption schemes, and reducing security parameter requirements, Diamond iO is expected to become an important direction for advancing practical program obfuscation technology in the future.

The Ethereum institutional privacy technology company EthSystems has officially been established to create Ethereum privacy solutions for institutions

The Ethereum institutional privacy technology company EthSystems has officially launched and received strategic funding support from ecosystem backers such as Bitmine, Sharplink Gaming, Joe Lubin, and SNZ Holding.EthSystems focuses on developing privacy technologies for banks, asset management companies, and other regulated entities, enabling institutions to execute financial transactions on the Ethereum network at scale while protecting sensitive information such as transaction details and client identities.The company was founded by the core team of the Institutional Privacy Task Force (IPTF) of the Ethereum Foundation. The team has previously conducted a year-long open-source research and development publicly on the EthSystems website and has established partnerships with several central banks, regulatory agencies, large banks, and asset management institutions. EthSystems stated that while institutions have begun exploring stablecoins, tokenized assets, and Ethereum-based settlement solutions, large-scale adoption still faces privacy and compliance challenges.Financial institutions need more than just access to blockchain networks; they require a complete infrastructure that meets business confidentiality protection, regulatory requirements, and compatibility with existing financial systems. The goal is to create a "selective disclosure" privacy architecture that allows transaction participants to view only the information they are authorized to access, while retaining the core advantages of Ethereum's decentralization, security, and openness, and complementing two other organizations: Ethlabs, which focuses on the research and development of Ethereum's core protocol and infrastructure; Ethereum Institutional, responsible for institutional collaboration, education, market research, and ecosystem coordination; and EthSystems, which focuses on application layer technology, transforming institutional needs into practical privacy protocols and financial systems.
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