#ZeroKnowledge

[fraoula1]

𝐙𝐞𝐫𝐨-𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐀𝐈: 𝐓𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐏𝐫𝐢𝐯𝐚𝐜𝐲-𝐏𝐫𝐞𝐬𝐞𝐫𝐯𝐢𝐧𝐠 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞

A new wave of deep tech innovation is emerging where AI meets Zero-Knowledge Proofs (ZKPs)—unlocking powerful use cases for secure, decentralized, and privacy-first machine learning.

From on-chain AI inference to private GenAI model deployment, this convergence is creating real momentum in Web3 infrastructure, cryptographic compute, and decentralized intelligence.

We’ve broken down:

What ZK-AI actually is

Why it matters for the future of secure AI

Key players, protocols, and investment signals

Where it’s heading next

Read the full analysis https://www.fraoula.co/post/exploring-zero-knowledge-ai-the-intersection-of-privacy-preserving-intelligence-and-decentralized-i

If you're building in AI or Web3, this is a trend you can’t afford to overlook.

[jpmellojr]

AI Chatbots Can Become Easy Prey for 'Zero-Knowledge' Hackers

AI chatbots could face a new wave of threats from 'zero-knowledge' hackers using an innovative jailbreak technique. https://jpmellojr.blogspot.com/2025/03/ai-chatbots-can-become-easy-prey-for.html

[onlinestore23]

Keeper Password Manager & Digital Vault Review

Keeper Password Manager & Digital Vault is a comprehensive cybersecurity solution designed to enhance online security and streamline password management. With its array of features and user-friendly interface, Keeper aims to safeguard sensitive information while providing convenience for users. Here's an in-depth review of Keeper Password Manager & Digital Vault:

Pros:

Robust Security: Keeper prioritizes security with features like two-factor authentication, biometric login, and a zero-knowledge security architecture. Your data is encrypted and decrypted only on your device, ensuring maximum protection.

Password Generation: The password generator creates strong, complex passwords for your accounts, reducing the risk of breaches due to weak passwords.

Secure Vault: Keeper's vault securely stores passwords, payment information, personal documents, and more, providing a centralized location for sensitive data.

Cross-Platform Support: Keeper is available on various devices and platforms, including smartphones, tablets, desktops, and web browsers, ensuring access to your data wherever you are.

Easy-to-Use: The user-friendly interface simplifies the process of adding, editing, and organizing passwords, making it suitable for both tech-savvy users and beginners.

Auto-Fill and Form Filling: Keeper's auto-fill feature streamlines the login process by automatically filling in passwords and forms on websites and applications.

Secure File Storage: Beyond passwords, Keeper offers secure file storage, allowing you to upload and encrypt important documents, photos, and files.

Secure Sharing: You can securely share passwords and files with trusted contacts while maintaining control over access and permissions.

Emergency Access: Keeper's emergency access feature allows you to designate trusted individuals who can access your vault in case of an emergency.

Password Breach Monitoring: Keeper's BreachWatch feature monitors the dark web for compromised accounts and alerts you if your credentials are at risk.

Cons:

Subscription Model: While Keeper offers a free version, some advanced features, such as secure file storage and emergency access, require a paid subscription.

Learning Curve: While the interface is generally user-friendly, new users may need some time to familiarize themselves with all the features and settings.

Limited Free Version: The free version of Keeper has limitations compared to the premium plans, which might impact the availability of certain features for users on a budget.

Dependency on One Provider: Relying solely on a password manager may pose some risk; if you lose access to your Keeper account, you could potentially lose access to your stored passwords.

Premium Pricing: The full range of features is only available with a premium subscription, which might deter some users looking for a cost-effective solution.

Customer Support: While Keeper provides customer support, response times may vary, and some users may encounter challenges in obtaining immediate assistance.

[prividsblog]

Zero Trust or Zero Knowledge?

Zero Knowledge and Zero Trust: they’re basically the same, right? Not quite. While these two terms might be similar in name, they are in fact two completely different ideas. Zero Knowledge can be used to help complete the notion of Zero Trust, but it cannot work in the opposite direction. Zero Knowledge is a mathematical distinction, whereas Zero Trust is a philosophical one.

As cyber threats continue to advance, the current network model is only becoming more ineffective in protecting critical data. In more classical network models, once you enter the network you have the authorization to access privileged data within that network. This compromises critical information, as we have seen in some of the most infamous cyber-attacks and breaches. This is where the concept of Zero Trust comes into play.

Zero Trust

Zero Trust is built on the idea that trust does not exist within the scope of cyber operations – whether between a network and its users, a network and its architectural components, or a user base and their organization. Architecturally, there is the assumption that there is no perimeter on the network and all data needs to be protected as though they are already exposed. Every point within the network would constantly require some form of authentication to access the data behind it.

Zero Knowledge

Zero Knowledge can be viewed as a narrower component of Zero Trust. Zero Knowledge enables specific actions like authentication that can be completed without sacrificing valuable secret or identifying information. This smaller slice of security further protects personal data like PII by no longer risking its exposure, as it is never stored or transmitted when used for authentication. Under this model, data associated with an item can be used for authentication that alone would be invaluable instead of using personal data that could be stolen. This model works under the assumption that each user or device was already compromised. By authenticating not only the user but the device as well, an extra layer of protection is added while minimizing computational or communicative overhead.

MerMer by PrivID

MerMer is based on the ZK engine and offers a level of security, data authentication and anonymization, as well as user security that goes above what is currently available. The benefits of MerMer are:

Protects personal data by not storing personal information

No data is at risk if the endpoint device is compromised

Interoperable with various network mediums such as satellite, RF radio frequency, and IP networks

Can adapt to policy requirements

Deployed following policies already outlined

Confidence levels can be enhanced simply by continued challenging of a user’s identity, it is not all or nothing

Authenticates user and their device simultaneously

Built from the bottom-up

[ethozedge]

Manta Network Joins Forces With Web3 Consortium To Advance Zero-Knowledge Technology

Manta Network Joins Forces With Web3 Consortium To Advance Zero-Knowledge Technology

Blockchain technology, albeit disruptive, has a few lingering problems that are holding it back from achieving mass adoption. Legacy blockchain networks often face criticism for their lack of scalability, interoperability, and slow throughput rates. While some progress has been made in these areas, a lack of privacy has emerged as another critical concern that needs to be addressed…

[cryptobitnews]

Spanish Multinational Bank BBVA to Explore Zero-Knowledge Proofs The Banco Bilbao Vizcaya Argentaria (BBVA), a multinational bank headquartered in Spain, has announced a partnership with Madrid-based research center IMDEA Software Institution to explore zero-knowledge proofs (ZKPs) alongside other “advanced cryptographic techniques.”

[fraoula1]

Mysteries of ZK-SNARKs: A Deep Dive into Unknown Territory

🔗 Title:

In the fast-paced world of cryptography and blockchain technology, ZK-SNARKs (Zero-Knowledge Succinct Non-Interactive Arguments of Knowledge) stand out as a remarkable advancement. This ingenious proof system allows one party to demonstrate knowledge of certain information without exposing any of the details. This unique feature is revolutionary for privacy and security, with a wide range of potential applications across various sectors.

As we explore the intriguing world of ZK-SNARKs, we will uncover their fundamental principles, key components, and future implications for technology and society.

Understanding the Basics of ZK-SNARKs

ZK-SNARKs blend various cryptographic concepts to achieve the seemingly impossible: proving knowledge of information while keeping it confidential. The term ZK-SNARK breaks down into four key elements:

Zero-Knowledge: The verifier learns nothing about the actual data, only that the claim is valid. For instance, someone can prove they are over a certain age without revealing their birthdate.

Succinct: The proofs are compact, making them quick to verify. In practical terms, the proof size can be as small as 100 bytes, even when the underlying data set is much larger.

Non-Interactive: After the initial setup, the prover does not need to interact with the verifier, simplifying the process significantly.

Arguments of Knowledge: This component emphasizes that the proofs are based on concrete knowledge, meaning the prover possesses valid and verifiable information.

These properties work together to enable parties to validate claims without exposing sensitive information.

The Mechanism of ZK-SNARKs

Key Components

At the core of ZK-SNARKs are mathematical and algorithmic foundations that enable their functionality. The main components include:

Trusted Setup: This initial phase creates parameters critical for generating valid proofs and preventing potential attacks. A good example is the setup used in Zcash, which carefully manages this phase to protect against risks.

Prover and Verifier: The prover uses their secret information to create a proof, while the verifier employs public parameters from the setup to confirm the proof’s validity. A practical example is a user validating themselves for online voting without revealing their identity.

Cryptographic Algorithms: Numerous advanced mathematical algorithms produce compact proofs and allow efficient verification. These algorithms can handle thousands of transactions simultaneously, boosting scalability.

Grasping these components fosters a deeper understanding of the cryptographic evidence generated by ZK-SNARKs.

How It Works in Practice

To illustrate how ZK-SNARKs function, we can break down the process:

Proof Generation: The prover inputs secret data along with public parameters, generating a succinct proof.

Proof Sharing: This proof is then shared with the verifier.

Verification: Using the public parameters and the proof, the verifier confirms the truthfulness of the claim.

This non-interactive method ensures the privacy of sensitive information, making ZK-SNARKs especially valuable across various applications.

Applications of ZK-SNARKs in Real-World Scenarios

ZK-SNARKs have promising potential across different fields. Here are some notable applications:

1. Blockchain and Cryptocurrencies

ZK-SNARKs play a crucial role in enhancing privacy for cryptocurrency transactions. For example, Zcash leverages ZK-SNARKs, enabling transactions to remain anonymous while ensuring security. This has contributed to a remarkable increase in user trust, with Zcash reporting approximately 200,000 transactions monthly, all secured by this technology.

2. Identity Verification

In industries like banking and healthcare, ZK-SNARKs can create systems where identities are verified without disclosing personal details. An example is digital identity solutions that allow users to prove their citizenship for online services without revealing their full name or address, thus enhancing privacy.

3. Supply Chain Management

ZK-SNARKs improve security and transparency in supply chains. By allowing stakeholders to prove the status of goods without sharing sensitive production details, companies can streamline operations while maintaining confidentiality. For instance, a manufacturer can guarantee that a product is ethically sourced without exposing the supplier's identity.

Advantages of Using ZK-SNARKs

ZK-SNARKs offer distinct advantages over traditional cryptographic methods:

Enhanced Privacy: They keep sensitive data confidential, allowing proof of its truth without revealing the data itself.

Efficiency: ZK-SNARKs are lightweight, generating small proofs that can be verified quickly. This efficiency is crucial as scalability becomes more important; estimates show a 10-fold increase in transaction speed when using ZK-SNARKs compared to conventional methods.

Security: Designed to withstand various attacks, these systems ensure the authenticity of proofs.

Flexibility: ZK-SNARKs can be implemented across diverse applications, adapting to the evolving needs of technology.

Despite these advantages, it is vital to recognize the challenges associated with ZK-SNARKs.

Challenges and Limitations of ZK-SNARKs

Despite their remarkable benefits, ZK-SNARKs face several obstacles:

Trusted Setup Vulnerabilities

The reliance on a trusted setup can introduce risks. If this phase is compromised, it jeopardizes the entire system. Researchers are actively developing alternatives to minimize or eliminate these vulnerabilities.

Computational Complexity

ZK-SNARKs can require significant computational resources for the prover. Continuous improvements in algorithms and reduced complexity are ongoing research goals, aiming to optimize overall efficiency.

Adoption Barriers

Some industries are slow to adopt ZK-SNARKs, often due to the requirement for specialized knowledge and infrastructure. Organizations may be cautious, preferring familiar systems over new cryptographic methods.

Recognizing these challenges is crucial for unlocking the full potential of ZK-SNARKs as a tool in future cryptographic systems.

Future Prospects of ZK-SNARKs

The outlook for ZK-SNARKs is promising as advancements continue and challenges are addressed. Potential future trends may include:

Emerging Use Cases

With their growing acceptance, ZK-SNARKs could find applications in decentralized finance (DeFi), secure voting platforms, and data sharing protocols. Such developments could transform current ideas about privacy and data ownership.

Technology Advancements

Progress in quantum computing and machine learning may lead to more efficient ZK-SNARK algorithms, further enhancing performance and usefulness. Predictions suggest that these advancements could double the verification speed, fostering greater adoption across industries.

Regulatory Acceptance

As digital privacy becomes increasingly significant, governmental bodies may embrace ZK-SNARKs, leading to new applications in strictly regulated fields such as finance and healthcare.

Final Thoughts

ZK-SNARKs represent an exciting fusion of privacy, security, and advanced mathematics. They offer a groundbreaking way to validate knowledge without exposing sensitive information. While obstacles persist, the potential applications are vast and diverse.

By understanding ZK-SNARKs, we can appreciate their implications for future technology and society. Embracing this technology could pave the way for a world where privacy is enhanced, and trust is a fundamental part of our digital interactions. Through continued exploration and innovation, ZK-SNARKs could emerge as a key element in the evolution of secure and private digital landscapes, shaping a user-centric technological future.

[btc-current-blog]

In less than 24hrs Arkane is going to demo a VeChain application while performing a keynote on how to build blockchain apps with Zero-Knowledge at the largest Java developer conference in Europe Devoxx !! Keynote will be live broadcasted!!

In less than 24hrs Arkane is going to demo a VeChain application while performing a keynote on how to build blockchain apps with Zero-Knowledge at the largest Java developer conference in Europe Devoxx !! Keynote will be live broadcasted!!

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In less than 24hrs Arkane is going to demo a VeChain application while performing a keynote on how to build blockchain apps with Zero-Knowledge at the largest Java developer conference in Europe Devoxx !! Keynote will be live broadcasted!!

[ad_2] View Reddit by DravenChenZhen – View Source

[dailycryptocurrencynews-blog]

The AZTEC Protocol: A Zero-Knowledge Privacy System On Ethereum

ETHNews talked to AZTEC CTO Zac Williamson and CEO Tom Pocock about how the zero-knowledge protocol may convey confidentiality to blockchain transactions whilst making the most of the general public nature of Ethereum. Introducing privateness to blockchain networks has taken many paperwork, from Zcash’s zk-SNARKs to StarkWare Technologies’ transparency-focused variant, zk-STARKs. These examples, despite the…

The AZTEC Protocol: A Zero-Knowledge Privacy System On Ethereum was originally published on Daily Cryptocurrency News

[softwareengineeringleader]

"A debate in the open source community recently erupted when Redis created a new licensing clause called the Common Clause to address its revenue dilemma. At the crux of the debate was whether or not current open source revenue models are sustainable in the cloud era and if new licensing could solve the problem. Some argued that increasing license complexity would reduce open source adoption, while others said that open source companies and projects were being abused by the massive cloud providers and Redis’ approach was a pragmatic solution". Reblog with caption 🙃

[moneyhealthfinance-blog]

What zero-knowledge proofs will do for blockchain

Zero-knowledge (ZK) proofs are generating excitement in financial circles lately due to their potential for increasing privacy and security for blockchain p… VentureBeat

[btc-current-blog]

ZDEX, the world's first zero-knowledge proof decentralized exchange is coming out november 1st!

ZDEX, the world’s first zero-knowledge proof decentralized exchange is coming out november 1st!

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ZDEX, the world’s first zero-knowledge proof decentralized exchange is coming out november 1st!

[ad_2] View Reddit by getsqt – View Source

[dailycryptocurrencynews-blog]

ING Implements Zero-Knowledge Set Membership For Data Privacy

October 22, 2018 10:03 PM Dutch banking massive ING has taken a blockchain-based privateness construction of 2017 a step additional. In November 2017, ING’s blockchain workforce introduced its first primary leap forward, which it believed may just inspire the usage of blockchain era in monetary methods and products and services. The new code, a “zero-knowledge…

ING Implements Zero-Knowledge Set Membership For Data Privacy was originally published on Daily Cryptocurrency News

[shinofthekings-blog]

092817 | Thank God for letting me have the 3rd place 🏆. Thank you also to my very supportive brother, @instag.ram23 I love you, ading!💙😄 #zeroknowledge #arnisdemano #supportivebrother #3rdplace #vscogood #martialarts #cthm #hashtags #lateupload #kingsisig