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ZK-Proofs in Privacy-Preserving DeFi – Smart Liquidity Research

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ZK-Proofs in Privacy-Preserving DeFi - Smart Liquidity Research

The tech that lets you prove you’re legit—without spilling your wallet’s secrets.

Decentralized finance was supposed to give us sovereignty. Instead, it gave us radical transparency. Every swap, every yield farm rotation, every panic sell at 3 a.m.—immortalized on-chain for anyone with a block explorer and curiosity.

Enter Zero-Knowledge Proofs (ZK-proofs): cryptography’s elegant solution to “trust me, bro”—but mathematically enforced.


What Are ZK-Proofs (Without the Math-Induced Migraine)?

A zero-knowledge proof lets one party prove a statement is true without revealing the underlying information.

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In DeFi terms:

  • You can prove you have enough collateral without revealing your wallet balance.

  • You can prove you’re not on a sanctions list without revealing your identity.

  • You can prove a transaction is valid without exposing the sender, receiver, or amount.

It’s like showing the bouncer you’re over 18 without handing over your full life story.


Why DeFi Needs Privacy (Badly)

Most DeFi today runs on fully transparent blockchains like Ethereum.

Transparency is great for:

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  • Verifiability

  • Auditing

  • Trust minimization

But it’s terrible for:

If hedge funds had to publish every trade in real time, markets would implode. Yet that’s essentially what DeFi asks of users.

ZK-proofs are the missing layer.


Core ZK Technologies in DeFi

1. zk-SNARKs

Succinct proofs. Small, fast to verify, but often require a trusted setup.

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2. zk-STARKs

No trusted setup. More scalable, but proofs are larger.

Both are already being used to scale networks and enable privacy features.


Real Projects Building Privacy-Preserving DeFi

Let’s look at concrete implementations.


1. Aztec Network

Private DeFi on Ethereum

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Aztec uses zk-rollups to enable programmable privacy. Users can:

  • Make private token transfers

  • Interact with DeFi applications privately

  • Shield balances and transactions

It combines Ethereum’s security with encrypted state transitions verified via zero-knowledge proofs.

Use case: A DAO treasury managing funds without publicly broadcasting every move.


2. Mina Protocol

The “Succinct” Blockchain

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Mina keeps its entire blockchain at ~22KB using recursive ZK-proofs. While not purely DeFi-focused, its architecture enables:

  • Private smart contract logic

  • Verifiable off-chain computation

  • zkApps (zero-knowledge apps)

Use case: DeFi apps that verify external data or credentials without revealing the raw data.


3. Secret Network

Encrypted Smart Contracts

Secret Network allows private smart contracts where:

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Use case: Confidential lending markets where positions aren’t publicly exposed.


4. Zcash

The OG zk-SNARK Pioneer

While not DeFi-native, Zcash introduced shielded transactions using zk-SNARKs. Its innovations laid the groundwork for privacy-preserving financial logic.

Lesson: Privacy and compliance can coexist through selective disclosure.

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5. Polygon zkEVM

Scalable + Compatible

Polygon zkEVM uses ZK-proofs to validate batches of transactions while staying compatible with Ethereum’s tooling.

Though focused on scalability, this tech can integrate privacy layers into DeFi protocols operating on rollups.


Key Use Cases in Privacy-Preserving DeFi

🔒 Private Lending

Borrowers prove solvency without exposing full balance sheets.

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🏦 Confidential Treasury Management

DAOs operate without leaking strategy.

🧾 Selective Compliance

Prove KYC status without revealing identity details.

📊 Strategy Protection

Traders shield positions from front-running bots.


The Regulatory Elephant in the Room

Privacy in crypto often triggers knee-jerk reactions from regulators. But ZK-proofs actually offer a middle path:

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This is programmable compliance—arguably more precise than traditional finance reporting.

Institutions don’t want secrecy for crime. They want confidentiality for competitive advantage. ZK makes that distinction enforceable.


Challenges Ahead

Let’s not pretend it’s magic.

But, like early smart contracts in 2016, complexity fades as tooling matures.

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The Big Picture

The first wave of DeFi was about composability.
The second wave was about scalability.
The third wave will be about privacy.

Because financial sovereignty without privacy is just transparent banking with extra steps.

ZK-proofs are turning DeFi from a public spreadsheet into programmable, selective, cryptographic confidentiality.

And when institutions finally move on-chain at scale, they won’t do it naked.

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They’ll do it with zero knowledge.

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Kalshi faces Nevada setback as judge rejects defense

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U.S. court freezes 70 BTC in Blockfills dispute as investor sues over locked funds

A Nevada court has moved to keep Kalshi out of the state’s event-contract market while the legal fight continues. 

Summary

  • Nevada judge backed regulators and said Kalshi’s event contracts are no different from sports betting.
  • The ruling extends Kalshi’s Nevada ban while the court reviews longer-term restrictions through April 17.
  • The case deepens the clash between state gambling laws and federal oversight claims over prediction markets.

The ruling came after the Nevada Gaming Control Board asked the court to block the company from offering contracts tied to sports, elections, and entertainment outcomes.

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The case adds to a wider debate over whether prediction market contracts fall under federal derivatives law or state gambling rules. Kalshi has said its products are financial contracts, while Nevada regulators have argued that the offerings match gambling activity under state law.

Judge Jason Woodbury said he would grant a preliminary injunction against Kalshi at a hearing in Carson City. According to Reuters, the order prevents the company from allowing Nevada residents to trade event contracts without a gaming license.

The move extends a temporary restraining order issued on March 20. That order will stay in effect through April 17 while the court completes the next steps in the case.

Kalshi had argued that its contracts are “swaps” and fall under the oversight of the Commodity Futures Trading Commission. The company has maintained that federal law gives the CFTC authority over these products.

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The judge did not accept that position. Reuters reported that Woodbury said buying a contract tied to a game result is the same as placing a wager through a sportsbook. He said, “No matter how you slice it, that conduct is indistinguishable.”

State regulators score early court win

The ruling marks the first time a state has secured a court-enforced ban that is currently active against Kalshi. That gives Nevada an early legal win as more states question prediction markets tied to sports and similar events.

Utah has also moved against the sector. Lawmakers there passed a bill last month that classifies proposition-style bets on in-game events as gambling and seeks to block such products from platforms including Kalshi and Polymarket.

The dispute also comes as the CFTC continues to defend its role in prediction markets. CFTC Chairman Michael Selig said last month that the agency is ready to fight in court to protect its jurisdiction from states and other regulators.

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Selig also described prediction markets as “truth machines” during an industry conference. He said markets where users risk money on outcomes can offer a clearer signal about future events than opinion polls, setting up a sharper clash between federal oversight claims and state gaming laws.

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AI Fallout Begins as Claude Creators Cut Off Their Most Powerful Users

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Anthropic confirmed it will block Claude subscription access for third-party AI agent tools, including OpenClaw, effective April 5 at 12 pm PT.

The policy shift forces thousands of developers who built autonomous workflows on flat-rate Claude plans to either pay API token rates or migrate to competing models.

Why Anthropic Cut OpenClaw From Claude Subscriptions

Boris Cherny, Anthropic’s Head of Claude Code, announced the restriction, indicating that subscriptions were never designed for the heavy usage patterns generated by third-party agentic tools.

“Capacity is a resource we manage thoughtfully, and we are prioritizing our customers using our products and API,” he said.

The economic mismatch had been growing for months. Agentic loops in OpenClaw can consume millions of tokens in a single session.

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A single afternoon of automated debugging could burn through enough tokens to cost upwards of $1,000 at standard API rates, Skypage making $200 flat-rate subscriptions deeply unprofitable for Anthropic.

Anthropic offered subscribers a one-time credit equal to their monthly plan cost, discounted usage bundles, and full refunds for those who cancel.

Developer Backlash and Migration Signals

The response has been quick, with some users already canceling their subscriptions. The general sentiment is that the decision is an admission that Anthropic cannot compete with open-source agents.

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“No thanks. Subscription canceled. New models have already been configured,” wrote one user.

Developer Alex Finn called it a “massive mistake” and predicted local models would match Opus 4.6 performance within six months.

He outlined a hybrid setup using Claude Opus as orchestrator with Gemma 4 and Qwen 3.5 for execution, costing roughly $200 monthly.

Others criticize Anthropic for gaslighting users, arguing that the company initially blamed usage patterns before admitting it was prioritizing its own products.

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Users want published token budgets for each subscription tier and advance notice of future policy changes.

A Dual Strategy Takes Shape

The timing reveals a broader Anthropic play as the company expands its Microsoft 365 connector to all Claude plans, including Free.

The integration connects Claude with Outlook, SharePoint, OneDrive, and Teams, Microsoft positioning it directly against Microsoft Copilot’s $30-per-user monthly pricing.

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OpenClaw creator Peter Steinberger recently joined OpenAI, VentureBeat, adding competitive tension to the decision.

Anthropic has been building Claude Cowork as an alternative to third-party agent tools, and this restriction steers users toward that product.

Whether the cost of lost developer trust outweighs the infrastructure savings remains the open question heading into Q2 2026.

The post AI Fallout Begins as Claude Creators Cut Off Their Most Powerful Users appeared first on BeInCrypto.

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Experts say 24/7 markets will stop brokers from ‘hunting’ your stop losses after-hours

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Experts say 24/7 markets will stop brokers from 'hunting' your stop losses after-hours

If the closing bell has long been a business model, then 24/7 trading is an attempt to break it. As the NYSE, Nasdaq, CME and Cboe race to introduce round-the-clock trading, the question is who stands to gain and who could lose.

The answer is quite simple, Mati Greenspan, CEO and founder of Quantum Economics, told CoinDesk: “The biggest losers in 24/7 stock trading won’t be traders: they’ll benefit massively. It’ll be the middlemen who’ve long made money when traders can’t trade.”

Greenspan, also a market analyst, alleged that when markets reopen after what he called a big event, “a handful of firms decide the first tradable price. Oftentimes, they will explicitly use a price that triggers stop losses for their clients, closing them out at a loss and making a profit for the broker who is essentially trading against the client.”

When Greenspan was asked whether brokers coordinate around pricing during market closures, he was blunt in his claim: “Yes, manipulation outright.”

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“They basically get to control prices, often with hours to strategize,” he said. “Often hunting stops losses. When big news happens on weekends, the house tends to take liberties with pricing at the opening bell.”

His comments come as several major U.S. exchanges are looking to offer around-the-clock trading services. The NYSE said it is seeking SEC approval for 24/7 trading. Nasdaq announced similar plans in December. CME plans to roll out 24-hour crypto futures in 2026, pending approval, and Cboe recently expanded U.S. index options to 24/5 trading.

‘Plausible deniability’

While Greenspan’s comments could be seen as accusatory, it’s not hard to see why such practices could be prominent in the after-hours market. When the usual trading hours come to a close, at 4 p.m. ET, the thin liquidity can make prices easier to influence.

“After the 4 p.m. closing bell, you simply don’t have the same liquidity,” said Joe Dente, a floor broker at the New York Stock Exchange. “People have gone home and the liquidity is not there, so you’re going to see larger spreads.”

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Wider spreads and thinner order books, he said, create an environment where price movements can be exaggerated compared with the regular session.

Academic research also supports the view that extended trading sessions are structurally different from core market hours. A widely cited joint UC Berkeley–University of Rochester study found that after-hours price discovery is “much less efficient,” citing lower volume and thinner liquidity that limit the speed at which information is incorporated into prices.

When asked whether manipulation already occurs during those periods, Dente said it is “possible,” but he also pointed out that “the event of 24-hour trading is going to leave things open to manipulation,” referring to conditions already seen in after-hours markets

Greenspan, meanwhile, noted that these alleged manipulation practices are “not exactly above board, so they [brokers who might be taking part in such actions] tend to maintain plausible deniability.”

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This is where the line between actual manipulation and proof that such practises occur starts to blur.

A widely cited SSRN study on opening price manipulation shows how brokers can influence prices during the pre-open auction by submitting and canceling large orders, temporarily pushing stocks away from their fundamental value before broader liquidity returns.

The research found that such manipulation can create distorted opening prices that are later corrected once the full market begins trading, leaving investors who bought at the inflated price with losses. Because these distortions occur before normal trading volume returns, the resulting price moves can appear indistinguishable from ordinary market volatility.

Still another broker, familiar with overnight trading practices and who asked not to be named because they were not authorized to speak publicly, said thin overnight liquidity can occasionally make it easier for coordinated strategies to influence prices in less widely traded stocks.

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And this is not just anecdotal evidence.

In late 2025, the SEC settled charges over a multi-year spoofing scheme involving deceptive orders used to move prices in thinly traded securities. Regulators also fined Velox Clearing $1.3 million for failing to detect “layering” and “spoofing” in volatile stocks.

Meanwhile, the U.S. Financial Industry Regulatory Authority (FINRA), in its 2026 Annual Regulatory Oversight Report, cited firms for “failing to maintain reasonably designed supervisory systems and controls, including with respect to the identification and reporting of potentially manipulative activity conducted in after-hours trading.”

A win for retail?

Whether it’s hard to point out how widespread these accusations are, one thing is for sure: if trading goes 24/7, traders will be the ultimate winners, particularly retail traders.

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In today’s electronic markets, traders who respond fastest to market news have a structural advantage.

“There’s always an edge for whoever has the fastest computers and the best program writers,” said Dente, noting that algorithms can react to news and orders “in a nanosecond.” For individual investors, he added, keeping up with that speed is difficult. “How does the human person keep up with that?”

And reacting to these events becomes even harder for smaller investors when the market is closed, leaving those retail or smaller traders at a massive disadvantage.

Pranav Ramesh, head of quantitative research for options at Nasdaq and co-founder of Leadpoet, said thin markets can amplify those risks.

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“Broker coordination may often show up as industry-wide alignment around routing and execution practices, especially where a large share of retail flow ends up with a small number of wholesalers,” he said. “Outside regular hours, scrutiny can be harder because the market is thinner and there are fewer straightforward reference points for investors to benchmark execution quality,” Ramesh said in his personal capacity.

Sources familiar with broker routing and liquidity practices told CoinDesk that price-setting power in thin sessions is real, particularly when major news breaks while markets are closed. According to those sources, coordination around routing, spreads and execution practices during extended gaps has historically been easier precisely because retail traders cannot participate.

This is precisely what around-the-clock trading will solve for traders, according to Greenspan, who said 24/7 markets would blunt fintech firms’ advantage by removing the weekend vacuum entirely.

The recent Middle East conflict has been a perfect example of how this can open up more trading opportunities when markets remain closed. Decentralized exchange, Hyperliquid, which trades on blockchain 24/7, has seen growing interest from traders betting on traditional financial assets, including oil and gold, during the weekend, when traditional exchanges are closed.

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It has become so popular that weekly derivatives trading volume on the platform topped $50 billion, while it generated $1.6 million in revenue over 24 hours, outpacing the entire Bitcoin blockchain’s revenue. The platform has also recently added an S&P 500 perpetual contract.

Needless to say, major exchanges will also likely benefit from trading fees if they open for 24/7 trading.

Whether round-the-clock trading ultimately weakens brokers’ influence on price setting remains to be seen. What is clear is that exchanges and investors stand to gain from markets that never close.

“Traders can react in real time without being at the mercy of the middlemen — the brokers,” said Greenspan.

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Read more: Bitcoin’s weekend selloff may be over with CME’s 24/7 crypto trading move

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Nevada Judge Extends Kalshi Ban, Rules Event Contracts Unlicensed Gambling

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Nevada Judge Extends Kalshi Ban, Rules Event Contracts Unlicensed Gambling

A Nevada judge has reportedly extended a ban preventing Kalshi from offering event-based contracts in the state, ruling that the products constitute unlicensed gambling under state law.

Judge Jason Woodbury said at a hearing in Carson City on Friday that he will grant a preliminary injunction requested by the Nevada Gaming Control Board, barring the company from allowing residents to trade on outcomes such as sports, elections and entertainment events without a gaming license, according to Reuters.

The decision extends a temporary restraining order issued on March 20, which will remain in effect through April 17 while the court finalizes longer-term restrictions.

Kalshi, based in New York, has argued that its contracts are financial derivatives, specifically “swaps,” that fall under the exclusive oversight of the Commodity Futures Trading Commission (CFTC).

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Related: Appeals court denies Kalshi request to block Nevada enforcement action

Judge says Kalshi contracts mirror sports betting

Woodbury rejected Kalshi’s argument, claiming that there is a direct comparison between traditional sports betting and Kalshi’s platform, according to Reuters. He said that placing a wager through a licensed sportsbook and buying a contract tied to a game outcome are functionally the same, per the report.

“No matter how you slice it, that conduct is indistinguishable,” the judge reportedly said, adding that such activity qualifies as gaming under Nevada law and cannot be offered without proper licensing.

Kalshi notional volume. Source: Kalshi

The case marks the first time a state has secured a court-enforced ban currently in effect against the company.

Last month, Utah lawmakers also passed a bill targeting Kalshi and Polymarket that classifies proposition-style bets on in-game events as gambling, aiming to block such offerings in the state.

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Related: Kalshi CEO fires back against Arizona criminal charges as ‘total overstep’

CFTC vows court fight over prediction market oversight

The CFTC has asserted authority over prediction markets, with Chairman Michael Selig warning that the agency is prepared to defend its jurisdiction in court against any challenges from states or other regulators.

Speaking at an industry conference last month, Selig said prediction markets can act as “truth machines,” arguing that when participants put money behind their views, these markets can produce more transparent and reliable signals about future events than traditional opinion polling.

Magazine: Bitcoin may take 7 years to upgrade to post-quantum — BIP-360 co-author

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