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Microsoft Accelerates in Cybersecurity: AI Now Takes the Lead in Protection! – Metaverseplanet.net

Microsoft Accelerates in Cybersecurity: AI Now Takes the Lead in Protection! – Metaverseplanet.net


Microsoft has announced the expansion of its Security Copilot platform with six new artificial intelligence tools and introduced enhanced security measures for Microsoft Teams.

The tech giant is stepping up its efforts in the field of cybersecurity, unveiling AI-powered solutions designed to make security operations more automated and efficient. Building upon the foundation laid by the Security Copilot platform introduced last year, Microsoft is now integrating tools that will significantly streamline threat detection and response.

The newly announced six tools are designed to detect and assess threats such as phishing attacks and data breaches, prioritize them based on urgency, track vulnerabilities, and swiftly respond to incidents. These tools are fully integrated with Microsoft’s existing security infrastructure, enabling AI-driven autonomous operations for high-volume security tasks.

In addition to bolstering its own systems, Microsoft is also expanding its third-party integrations. The company revealed new collaborations with industry leaders such as OneTrust, Aviatrix, BlueVoyant, Tanium, and Fletch. Through these partnerships, Microsoft has developed five new tools tailored to various cybersecurity scenarios, aiming to ensure compatibility across diverse security ecosystems.

But the upgrades don’t stop there. Microsoft is also bringing new security enhancements to Teams. Starting in April, updates to Microsoft Defender for Office 365 will be rolled out, offering Teams users improved protection against phishing attacks and malicious links.

All the latest advancements and tools will be detailed at the upcoming Microsoft Secure event, scheduled for April 9.

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Binance Alpha Adds Two Ghibli Meme Coins Today

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Binance Alpha Adds Two Ghibli Meme Coins Today


In the past two days, social media and the crypto market have been buzzing with the AI-powered Ghibli-style image trend fueled by ChatGPT. Riding this wave, two Ghibli-themed tokens—Ghiblification (Ghibli) and GhibliCZ (Ghibli)—have also made their debut on Binance Alpha.

Ghibli Meme-coins New Listing on Binance Alpha

Recently, Binance Alpha officially listed the two hottest meme coins of the past two days — Ghiblification (Ghibli) and GhibliCZ (Ghibli). Their arrival is expected to bring a massive inflow of capital into this trend, sparking strong community enthusiasm for Binance and the meme coin narrative after a sluggish market period.

Ghibli Meme-coins New Listing on Binance Alpha

Source: Binance

Binance Alpha, launched in December 2024 by Binance, is a platform within the Binance Wallet that spotlights early-stage crypto projects with growth potential in the Web3 ecosystem. It serves as a pre-listing token pool, enhancing transparency for potential Binance Exchange listings.

Tokens featured on Binance Alpha, selected for community interest and market trends, may gain early visibility and traction, offering higher growth potential compared to regular tokens. While not guaranteed for listing, these tokens benefit from Binance’s curation, potentially attracting more investors and outperforming typical tokens lacking such exposure.

binance-logo-2binance-logo-2

The Recent Crypto Craze for Ghibli-themed Meme Coins

Studio Ghibli is trending in the crypto space following OpenAI’s release of its latest image-generation feature. Social media users, including celebrities, have been using the tool today to create images in Studio Ghibli’s signature style.

This distinct aesthetic, known from films like Spirited Away and My Neighbor Totoro, has quickly flooded the internet with AI-generated Ghibli-style images, sparking the rapid creation and evaluation of related meme coins.

The Recent Crypto Craze for Ghibli-themed Meme CoinsThe Recent Crypto Craze for Ghibli-themed Meme Coins

Source: DexScreener

The first meme coin inspired by this trend came from the X account @ghibli—the same project behind Ghiblification (Ghibli), which was recently listed on Binance Alpha. This meme coin has surged nearly 400x since its launch as X flooded with AI-generated Ghibli-style images, fueling widespread FOMO in the market. Its rapid market cap growth has also brought massive profits to the pump.fun memecoin platform and its ecosystem—Solana.

The Recent Crypto Craze for Ghibli-themed Meme CoinsThe Recent Crypto Craze for Ghibli-themed Meme Coins

Source: DexScreener

GhibliCZ quickly reached a $14 million market cap within hours, though it launched on the BNB Chain. Meanwhile, Ghiblification surged another 30% after its Binance Alpha listing. Data from Dexscreener shows more buy orders than sell orders for the token.

Learn more: A New Memecoin Trend on Solana: $GHIBLI



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France’s Public Investment Bank Bpifrance to Invest $27 Million in Crypto – Decrypt

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France’s Public Investment Bank Bpifrance to Invest  Million in Crypto – Decrypt



France-based public investment bank Bpifrance announced Thursday plans to invest $27 million (€25 million) directly into tokens and decentralized technologies in an effort to “strengthen the French blockchain ecosystem.”

Announced during a blockchain-focused event in Paris, the bank’s investment seeks to accelerate its “digital asset investment strategy” by bolstering French crypto startups and assisting the local venture capital players in Web3.

“We are convinced of the growing importance that these players will take on in the years to come, and we want to increase French competitiveness and presence in the field of digital assets,” Arnaud Caudoux, Deputy CEO of Bpifrance, said in a Thursday statement.

Bpifrance’s new fund will complement its long-standing financial support mechanisms—like grants, loans, and equity funding—by targeting blockchain-native models with a strong “French footprint.” 

DeFi, staking, tokenization, Layer 1–3 protocols, AI-driven tools, and digital ID solutions are among them.

It represents one of the first moves by a major state investment bank to purchase open-market crypto tokens—a “pioneering initiative,” as Bpifrance put it.

Bpifrance will specifically target “smaller, newly-issued tokens” from French projects—assets that have yet to be listed on exchanges. 

“The U.S. is really accelerating its own crypto strategy, so this is all the more important,” Caudoux said as cited in a Reuters report, noting the U.S. crypto push under President Donald Trump as a wake-up call.

Since his re-election, Trump has pledged to make the U.S. the “undisputed Bitcoin superpower,” floated plans to mine Bitcoin domestically, and vowed to make the nation the “crypto capital” of the world.

The pro-crypto President’s administration has also rolled back SEC enforcement against crypto firms, drawing blockchain talent and capital toward the U.S. at a time when Europe remains cautious.

In response to developments in the U.S., Bpifrance’s initiative seeks to retain and nurture blockchain talent within France.

Bpifrance is no stranger to crypto—it first backed hardware wallet firm Ledger in 2014 and has since invested in Aleph.im, Morpho, ACINQ, and others. 

In a 2023 interview with Decrypt, Bpifrance’s Blockchain & Crypto Lead Ivan de Lastours said the bank was also exploring zero-knowledge proofs, noting their potential to verify authenticity in a world dominated by AI-generated content. 

“They may be key to the future of the internet,” de Lastours said.

Walking the line

France’s broader crypto momentum got another boost this week when The Blockchain Group, a France-based tech firm listed on Euronext Paris, announced it had purchased 580 BTC, worth roughly $50.6 million.

While such initiatives show a proactive approach to Web3 innovation in France, it comes at a time when the country’s regulatory bodies are intensifying scrutiny of the crypto sector.

In January, French authorities launched a judicial investigation into Binance, the world’s largest crypto exchange, over allegations of money laundering and tax fraud. 

The probe focused on activities between 2019 and 2024, with potential offenses committed in France and the European Union. ​

In November 2024, the French gambling regulator, ANJ, began probing Polymarket, a crypto-based prediction market platform, to assess its compliance with French gambling laws. 

The probe was triggered after a French trader reportedly placed a multi-million-dollar wager on the outcome of the U.S. presidential election, prompting Polymarket to cut off access for users in France, effectively shutting out a significant segment of its audience.

Edited by Sebastian Sinclair

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Meri Brown Threatens Kody: Beware! I’ll Sue!

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    Meri Brown Threatens Kody: Beware! I’ll Sue!


    Reading Time: 3 minutes

    As it stands right now, Kody Brown may soon have more lawsuits on his hands than he has wives at home.

    First, as previously detailed, Christine Brown is suing her ex-spouse for child support.

    Now, as revealed in a trailer for the back half of Sister Wives Season 19, we see that Meri Brown may also be taking legal action against the father of 18.

    Meri Brown seems very happy to have left Kody behind. (TLC)

    This trailer was released a few days ago.

    In the sneak peek, it quickly becomes evident that Meri and Kody are at major odds over the division of Coyote Pass, the parcel of land Kody and company purchased way back in 2018.

    No construction ever took place on the property.

    Fast forward all this time and Kody is only still married to Robyn Brown and clearly no compound will ever be built there, which has created quite a messy issue.

    What will happen to it? And how will the money from a potential sale be divided among the Browns?

    Meri Brown gestures outdoors on Sister Wives.Meri Brown gestures outdoors on Sister Wives.
    Gesturing dramatically on Season 19 of Sister Wives, Meri Brown discusses the future of what was once a shared marital property. (Image Credit: TLC)

    “As long as that property remains a source of contention, I can’t fully move on,” Janelle Brown says in this preview prior to Meri opening up to her former sister wife about her own feelings on the topic.

    “Janelle, I’m so mad,” she says. “I’m gonna have to get some lawyers involved.”

    Cut to a voiceover by Meri and Kody’s first wife referencing his current wife, Robyn, and stating:

    “There’s a few things that I will fight for, and this is one of them. There’s so many people that are like, ‘She was a liar. She was manipulating.’”

    Indeed, the concern is that only Robyn and Kody will profit from a Coyote Pass sale.

    Kody Brown versus Meri BrownKody Brown versus Meri Brown
    Kody Brown and Meri Brown on Sister Wives Season 19. (TLC)

    It’s worth noting that Kody and Robyn are also featured in the trailer… reacting to Meri’s ongoing fight for her portion of Coyote Pass.

    “I’m not trying to rip you off, Meri,” Kody says in a confessional, while Robyn addresses the camera and tries to play all innocent as well.

    “I always had Meri’s back, even when people were plotting against her, ignoring her,” she adds.

    For those in need of a refresher:

    Meri was Kody’s first wife, but Kody filed to divorce her in 2010 so that he could marry Robyn instead. The couple then split after 32 years of marriage in December 2022… mere days after Kody and his second wife, Janelle, announced they were parting ways.

    Christine started all of this, of course, walking away from Kody and their unhealthy relationship in November 2021.

    New episodes of Sister Wives kick off on Sunday, April 20 at 9/8c on TLC.



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    Greg Abbott Shares Antonio Brown’s X-Men Meme After ‘Governor Hot Wheels’ Dig

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      Greg Abbott Shares Antonio Brown’s X-Men Meme After ‘Governor Hot Wheels’ Dig


      Greg Abbott
      Call Me Professor X
      … Not Just ‘Governor Hot Wheels’

      Published March 27, 2025 5:55 PM PDT

      Texas Governor Greg Abbott is smiling through the “Governor Hot Wheels” controversy … sharing a meme from Antonio Brown that depicts him as Professor X.

      gregg abbot Professor X

      Abbott hopped on Elon Musk’s app Thursday and reposted a meme from the former NFL player, which compares Abbott to the X-Men character … who both use wheelchairs.

      Play video content

      032625_jasmine_crockett_kal

      Human Rights Campaign

      The Governor says … “Gotta add this to my resume. Need the outfit. They see me rollin’.”

      Diddy-His-Defense-INLINE-PROMO-watch free

      AB caption his original post … “Cracker of the Day #CTESPN Professor X aka @GregAbbott_TX Legend!!”

      Abbott and Brown are playing off Rep. Jasmine Crockett’s remarks about the Governor earlier this week, when she called him “Governor Hot Wheels.”

      greg abbott on stage

      Crockett’s quip caused a ton of backlash due to Abbott’s disability … but she says she wasn’t talking about his condition and was instead saying she was referencing the “planes, trains, and automobiles he used to transfer migrants into communities led by Black mayors, deliberately stoking tension and fear among the most vulnerable.”



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      Gene Hackman And Wife’s Bodies Unclaimed—Here’s Why

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        Gene Hackman And Wife’s Bodies Unclaimed—Here’s Why


        The deceased couple’s shocking death raised many questions as investigators tried to unravel the mystery behind it.

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        Gene Hackman And Betsy Arakawa’s Bodies Yet To Be Claimed

        News Licensing / MEGA

        Reports have revealed that Hackman and Arakawa’s family is yet to claim their bodies.

        According to TMZ, the Office of the Medical in New Mexico confirmed that Hackman and Arakawa’s names appeared on the list of unclaimed decedents.

        The list is reportedly updated online every Monday, and the late couple’s names appeared on March 24 and remain there today.

        Officials told the outlet that it is not usual for bodies to remain unclaimed for a month after death.

        Although it is not clear why Hackman and Arakawa’s bodies are unclaimed, there is a possibility their family is making or finalizing plans for their burial.

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        Hackman’s Tough Relationship With His Kids

        Gene Hackman
        CAMERA PRESS / TSUNI/STILLS/GAMM/ MEGA

        Reports of Hackman and Arakawa’s unclaimed bodies bring the focus back to the late actor’s relationship with his children.

        Before marrying Arakawa in 1991, Hackman was married to Faye Maltese and had three children with her: Christopher, 65, Elizabeth, 63, and Leslie, 58.

        The “Class Action” star has previously spoken about his difficult relationship with his kids, admitting that he wasn’t around much in their younger years, though he got closer to them in his later years.

        Hackman spent much time away from home trying to make it in Hollywood, but becoming famous meant he had to leave his kids behind.

        Article continues below advertisement

        He told The New York Times, “You spend so many years wanting desperately to be recognized as having the talent and then when you’re starting to be offered these parts, it’s very tough to turn anything down.”

        Hackman continued, “Even though I had a family, I took jobs that would separate us for three or four months at a time. The temptations in that, the money and recognition, it was too much for the poor boy in me. I wasn’t able to handle that.”

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        Gene Hackman Admits He ‘Couldn’t Always Be Home’ With His Family

        Gene Hackman
        CAMERA PRESS/Chris Ashford

        Despite occasionally accompanying their dad to award shows and movie premieres, Christopher, Elizabeth, and Leslie didn’t enjoy being in the spotlight.

        Hackman told the Irish Independent, “It’s tough being the son or daughter of a celebrity. I couldn’t always be home with them when they were growing up and then, living in California, they’ve had my success always hanging over their heads.”

        Although Hackman’s ex-wife, Maltese, held up the home front, it was difficult for him to adjust to his family’s dynamic after returning home from his projects.

        He told Larry King, “I didn’t handle it very well, really. I took care of my family. You know, my family’s never wanted for anything.”

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        Hackman continued, “But because I was so enamored of the Hollywood of old, you know, the glamour of that, although I never involved myself in that, I was really…taken with that, and the fact that I was part of that.”

        He added, “And that I was – I could be anything and anyone I wanted to be. It was a long time before I settled down before I got to the point where I could discern what was really right for me.”

        Hackman’s Children Not Named In His Will

        Gene Hackman
        Luis Guerra/The Grosby Group/ MEGA

        Hackman’s relationship with his kids was again questioned after reports revealed they were not named in his $80 million will.

        The deceased actor’s entire estate was willed to his late wife, Arakawa, but since she is also dead, legal experts say there is a way for his children to potentially inherit his fortune, though he didn’t name them in his will.

        According to legal experts, the fact that Arakawa died before Hackman meant his kids could inherit his wealth.

        California attorney Tre Lovell told the BBC that Hackman’s estate could default to his children under succession laws as long as he didn’t list any other beneficiary.

        Lovell explained, “The estate will actually be probated in accordance with intestate succession laws and the children would be lawfully next in line to inherit.”

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        He added that Hackman’s children would also need to prove that his will is invalid because Arakawa died before him.

        Leslie Breaks Silence After Gene Hackman’s Death

        Elizabeth and Leslie Hackman
        Snorlax / MEGA

        She told the Daily Mail that her dad was in “very good physical condition” despite his age and hadn’t had any major surgeries in the months leading to his death.

        Leslie added, “He liked to do Pilates and yoga, and he was continuing to do that several times a week. So he was in good health.”

        The 58-year-old dished on her relationship with her dad, noting that they were close but she hadn’t heard from or seen him for a “few months.”

        She said, “We were close. I hadn’t talked to them for a couple of months, but everything was normal and everything was good.”



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        Ethos Secures €3 Million to Revolutionize Expert Identification Using AI – Web3oclock

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        Ethos Secures €3 Million to Revolutionize Expert Identification Using AI – Web3oclock


        Unlocking Expertise Beyond Surface-Level Credentials:

        AI-Powered Expert Network for Faster, Better Matches:

        Building a Knowledge Graph to Refine Expertise:

        The Future: Beyond Expert Networks



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        Ubisoft Is Creating A New Subsidiary Company In Charge of Assassin’s Creed, Rainbow Six And Far Cry

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        Ubisoft Is Creating A New Subsidiary Company In Charge of Assassin’s Creed, Rainbow Six And Far Cry


        After years of taking a beating and even speculation as to whether Ubisoft could collapse, the embattled French publisher is creating a new spin-off company dedicated to its three biggest IP: Assassin’s Creed, Rainbow Six and Far Cry.

        There had been reports prior from Bloomberg that Ubisoft was considering a move like this. People speculated that it would be a way for the Guillemot family to retain control of their biggest IP should Ubisoft fold, or that it could be the first step in Ubisoft selling off some of its IP.

        Now, though, we know for sure that Ubisoft is indeed creating a new company. Not only that, but Ubisoft investor Tencent will also play a part in this new venture to the tune of a  €1.16bn stake, equating to roughly 25%.

        According to Ubisoft, they are valuing the spin-off company at €4bn, which is considerably more than Ubisoft’s current market valuation of €1.7.

        “Today Ubisoft is opening a new chapter in its history,” Ubisoft CEO Yves Guillemot wrote. “As we accelerate the company’s transformation, this is a foundational step in changing Ubisoft’s operating model that will enable us to be both agile and ambitious. We are focused on building strong game ecosystems designed to become evergreen, growing high-performing brands and creating new IPs powered by cutting-edge and emerging technologies.”

        Martin Lau, President of Tencent, said “We are excited to extend our longstanding partnership with Ubisoft through this investment, which reflects our continued confidence in Ubisoft’s creative vision andexceptional talent to drive sustained success in the industry. We see the immense potential for these franchises to evolve into long-term evergreen game platforms and create engaging new experiences forgamers.”

        As for Ubisoft itself, it will focus on “nurturing the development of iconic franchises including Tom Clancy’s Ghost Recon and The Division, accelerating the growth of top performing titles and leveraging disruptive technologies on selected new IPs, while continuing to deliver state-of-the-art production game engines and online services.” 

        That leaves a lot of IP that Ubisoft does not specifically mention , potentially lending credence to the idea that Ubisoft will seek to sell off some of its IP.

        Ubisoft’s press release also details the following provisions relating to Tencent’s involvement:

        “A 5-year lock-up undertaking on New subsidiary shares held by Tencent, unless Ubisoftno longer owns a majority of New subsidiary voting rights and share capital– Ubisoft may not cease to hold a majority of New subsidiary voting rights and share capitalfor a 2-year period– Customary share transfer provisions, including, a right of first refusal to the benefit of Ubisoft, a right of first offer to the benefit of Tencent, tag-along right to the benefit ofTencent, and drag-along right to the benefit of Ubisoft (subject to certain conditions)– Call option to the benefit of Ubisoft and put option to the benefit of Tencent in the event of certain change of control of Ubisoft approved by its Board of Directors – [Exercise price will be the higher of (i) the fair market value of New subsidiary shares and (ii) the same EBIT multiple as that in the change of control transaction of Ubisoft; it beingspecified that for the call option there will be a specific minimum price protection during the first 4 years following closing of the transaction with Tencent.



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        Protecting ZK Systems with Continuous and Automated Security

        Protecting ZK Systems with Continuous and Automated Security


        In Brief

        Protecting ZK systems requires continuous, automated security with formal verification to address evolving vulnerabilities and ensure long-term resilience.

        Protecting ZK Systems with Continuous and Automated Security The use of zero-knowledge proofs in blockchain and cryptographic systems has surged, opening up new possibilities for privacy-preserving applications. However, as these systems grow, so will the potential security issues. Traditional security measures, such as periodic audits, are unable to keep up with quickly changing technological developments. A more dynamic approach—continuous and verifiable verification—is required to assure long-term dependability and resilience to threats. Limitations of Static Security Audits. ZK systems rely on elaborate mathematical proofs to validate calculations without disclosing the underlying facts. These proofs are contained in circuits that specify how computations should operate. Circuits, on the other hand, are not static; they are always being modified to increase efficiency, cut costs, or adapt to new use cases. Each change introduces the possibility of new vulnerabilities, making one-time audits obsolete almost as soon as they are completed. Security audits are generally used as a snapshot in time. While they can discover weaknesses at the time of evaluation, they cannot ensure long-term security as a system grows. The gap between audits creates a risk window in which previously identified vulnerabilities can be exploited. To narrow the gap, ZK security must transition from periodic reviews to automated, continuous verification that runs alongside development cycles. The Hidden Threat of Underconstrained Bugs The underconstrained problem is a major vulnerability in ZK circuits. These issues occur when a circuit fails to adequately restrict available inputs, allowing malevolent actors to provide faulty proofs that seem authentic. Unlike usual software faults, underconstrained vulnerabilities do not generate obvious failures, making them difficult to identify using standard testing methods. An in-depth analysis of ZK security events revealed that the bulk of serious concerns arise from circuit-layer flaws. Many of these flaws come when developers implement optimizations without adequately checking that limitations are preserved. Once implemented, these vulnerabilities can be exploited in ways that are undetected by users and many security tools. Why Formal Verification Is Essential To avoid underconstrained flaws and other hidden weaknesses, formal verification offers a mathematically rigorous approach to assuring circuit correctness. Unlike traditional testing, which focuses on executing test cases, formal techniques evaluate a system's logic to ensure that it satisfies tight accuracy requirements. This strategy is especially appropriate for ZK circuits, where even tiny deviations from predicted behavior could threaten security. Continuous formal verification incorporates these approaches throughout the development process by automatically examining circuit modifications for potential security issues. This proactive strategy enables teams to identify vulnerabilities as they emerge rather than after an attack happens. Teams may maintain provable security without compromising development by integrating formal verification tools right into their workflow. Real-World Applications of Continuous ZK Security A recent shift in the blockchain security landscape can be seen in the partnership between Veridise, a company specializing in blockchain security with a focus on ZK security, and RISC Zero, the creators of a zero-knowledge virtual machine (zkVM) built on the RISC-V architecture. Rather than relying solely on conventional audits, Veridise helped RISC Zero integrate continuous, formal verification into their workflow, utilizing their proprietary tool, Picus, for ZK bug detection. The primary focus was on verifying determinism across their zkVM circuits—an essential method for defending against underconstrained vulnerabilities. RISC Zero’s modular architecture and the use of a readable Domain Specific Language (DSL) for circuit design, Zirgen, made it possible to incorporate Picus effectively. This allowed for automatic scanning and verification of individual components. As a result, Picus identified and helped mitigate several vulnerabilities. This integration had significant implications: a proven deterministic circuit ensures the absence of underconstrained bugs. In RISC Zero's own words, “ZK security isn’t just stronger—it’s provable,” as stated in their announcement article. The Future of ZK Security As ZK technology advances, so will the need for provable security guarantees. Regulators, developers, and consumers will all want systems to give ongoing assurance rather than one-time assurances of security. Automated verification will become a critical component of every successful ZK deployment, ensuring that these systems stay reliable over time. The sector must prioritize security as a continuous process rather than a one-time checkpoint. ZK developers may establish stronger and more transparent security assurances by adopting continuous, provable verification. The transition from static audits to dynamic security models will define the next stage of ZK adoption, guaranteeing that privacy and accuracy are protected in a constantly shifting digital sector.

        The use of zero-knowledge proofs in blockchain and cryptographic systems has surged, opening up new possibilities for privacy-preserving applications. However, as these systems grow, so will the potential security issues. Traditional security measures, such as periodic audits, are unable to keep up with quickly changing technological developments. A more dynamic approach—continuous and verifiable verification—is required to assure long-term dependability and resilience to threats.

        Limitations of Static Security Audits

        ZK systems rely on elaborate mathematical proofs to validate calculations without disclosing the underlying facts. These proofs are contained in circuits that specify how computations should operate. Circuits, on the other hand, are not static; they are always being modified to increase efficiency, cut costs, or adapt to new use cases. Each change introduces the possibility of new vulnerabilities, making one-time audits obsolete almost as soon as they are completed.

        Security audits are generally used as a snapshot in time. While they can discover weaknesses at the time of evaluation, they cannot ensure long-term security as a system grows. The gap between audits creates a risk window in which previously identified vulnerabilities can be exploited. To narrow the gap, ZK security must transition from periodic reviews to automated, continuous verification that runs alongside development cycles.

        The Hidden Threat of Underconstrained Bugs

        The underconstrained problem is a major vulnerability in ZK circuits. These issues occur when a circuit fails to adequately restrict available inputs, allowing malevolent actors to provide faulty proofs that seem authentic. Unlike usual software faults, underconstrained vulnerabilities do not generate obvious failures, making them difficult to identify using standard testing methods.

        An in-depth analysis of ZK security events revealed that the bulk of serious concerns arise from circuit-layer flaws. Many of these flaws come when developers implement optimizations without adequately checking that limitations are preserved. Once implemented, these vulnerabilities can be exploited in ways that are undetected by users and many security tools.

        Why Formal Verification Is Essential

        To avoid underconstrained flaws and other hidden weaknesses, formal verification offers a mathematically rigorous approach to assuring circuit correctness. Unlike traditional testing, which focuses on executing test cases, formal techniques evaluate a system’s logic to ensure that it satisfies tight accuracy requirements. This strategy is especially appropriate for ZK circuits, where even tiny deviations from predicted behavior could threaten security.

        Continuous formal verification incorporates these approaches throughout the development process by automatically examining circuit modifications for potential security issues. This proactive strategy enables teams to identify vulnerabilities as they emerge rather than after an attack happens. Teams may maintain provable security without compromising development by integrating formal verification tools right into their workflow.

        Real-World Applications of Continuous ZK Security

        A recent shift in the blockchain security landscape can be seen in the partnership between Veridise, a company specializing in blockchain security with a focus on ZK security, and RISC Zero, the creators of a zero-knowledge virtual machine (zkVM) built on the RISC-V architecture.

        Rather than relying solely on conventional audits, Veridise helped RISC Zero integrate continuous, formal verification into their workflow, utilizing their proprietary tool, Picus, for ZK bug detection. The primary focus was on verifying determinism across their zkVM circuits—an essential method for defending against underconstrained vulnerabilities.

        RISC Zero’s modular architecture and the use of a readable Domain Specific Language (DSL) for circuit design, Zirgen, made it possible to incorporate Picus effectively. This allowed for automatic scanning and verification of individual components. As a result, Picus identified and helped mitigate several vulnerabilities.

        This integration had significant implications: a proven deterministic circuit ensures the absence of underconstrained bugs. In RISC Zero’s own words, “ZK security isn’t just stronger—it’s provable,” as stated in their announcement article.

        The Future of ZK Security

        As ZK technology advances, so will the need for provable security guarantees. Regulators, developers, and consumers will all want systems to give ongoing assurance rather than one-time assurances of security. Automated verification will become a critical component of every successful ZK deployment, ensuring that these systems stay reliable over time.

        The sector must prioritize security as a continuous process rather than a one-time checkpoint. ZK developers may establish stronger and more transparent security assurances by adopting continuous, provable verification. The transition from static audits to dynamic security models will define the next stage of ZK adoption, guaranteeing that privacy and accuracy are protected in a constantly shifting digital sector.

        Disclaimer

        In line with the Trust Project guidelines, please note that the information provided on this page is not intended to be and should not be interpreted as legal, tax, investment, financial, or any other form of advice. It is important to only invest what you can afford to lose and to seek independent financial advice if you have any doubts. For further information, we suggest referring to the terms and conditions as well as the help and support pages provided by the issuer or advertiser. MetaversePost is committed to accurate, unbiased reporting, but market conditions are subject to change without notice.

        About The Author


        Victoria is a writer on a variety of technology topics including Web3.0, AI and cryptocurrencies. Her extensive experience allows her to write insightful articles for the wider audience.

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        Victoria d’Este










        Victoria is a writer on a variety of technology topics including Web3.0, AI and cryptocurrencies. Her extensive experience allows her to write insightful articles for the wider audience.



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        One Battle After Another | Official Trailer

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          One Battle After Another | Official Trailer


          Genre: Horror / Mystery

          Release Date: May 16, 2025

          Directed by: Zach Lipovsky and Adam Stein

          Produced by: Craig Perry, Sheila Hanahan Taylor, Jon Watts, Dianne McGunigle and Toby Emmerich

          Distributed by: Warner Bros. Pictures

          Music by: Tim Wynn

          Running Time: 109 minutes

          Cast: Kaitlyn Santa Juana, Teo Briones, Richard Harmon, Owen Patrick Joyner, Anna Lore, with Brec Bassinger, and Tony Todd

          Final Destination: Bloodlines Movie Poster (Warner Bros.)

           

          Plot

          The newest chapter in New Line Cinema’s bloody successful franchise takes audiences back to the very beginning of Death’s twisted sense of justice—“Final Destination Bloodlines.” Plagued by a violent recurring nightmare, college student Stefanie heads home to track down the one person who might be able to break the cycle and save her family from the grisly demise that inevitably awaits them all. The movie was filmed for IMAX as well.

          Watch the official trailer from Warner Bros. online now:



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