Blockchain Press Releases
Cato Networks Revolutionizes Network Security with Real-Time, Machine Learning-Powered Protection
The combination of data science expertise, cloud resources, and Cato’s vast data lake enables real-time, ML-powered protection against evasive cyber-attacks, reducing risk and improving security.
TEL AVIV, Israel, June 27, 2023 /PRNewswire/ — Cato Networks, provider of the world’s leading single-vendor SASE platform, introduced today real-time, deep learning algorithms for threat prevention as part of Cato IPS. The algorithms leverage Cato’s unique cloud-native platform and vast data lake to provide highly accurate identification of malicious domains, which are often used in phishing and ransomware attacks. In testing, the deep learning algorithms identified nearly six times more malicious domains than reputation feeds alone. Cato’s Security Research Manager, Avidan Avraham, and Cato Data Scientist Asaf Fried presented on the use of machine learning to detect C2 communications at the AWS Summit in Tel Aviv.
Tapping Deep Learning to Stop Phishing and Ransomware Attacks
Real-time identification of malicious domains and IPs is essential to stopping phishing, ransomware, and other cyber threats. The traditional approach – relying on domain reputation feeds to categorize and identify malicious domains – has proven far too inaccurate as domain generation algorithms (DGAs) enable attackers to quickly generate new domains, which lack reputation. At the same time, users continue to click through to malicious domains mimicking well-known brands (such as microsoftt[dot]com or amazonlink[dot]online) whose lack of reputation also makes detection by reputation feeds alone unreliable.
Cato’s real-time, deep-learning algorithms address both problems. The algorithms prevent access to DGA-registered domains by identifying those new domains infrequently visited by users and with letter patterns common to DGAs. They block cybersquatting by hunting for domains with letter patterns similar to well-known brands. And the algorithms stop brand impersonation by examining parts of the webpage, such as the favicon, images, and text.
These radical advancements in network security are enabled by the cloud-native architecture of Cato’s technology. Real-time deep learning algorithms require significant compute resources to avoid disrupting the user experience. The Cato SASE Cloud provides those resources. In milliseconds, Cato inspects flows, extracts their destination domain, measures the domain’s risk, and infers the necessary results from the traffic without disrupting the user experience.
At the same time, deep learning models need extensive training data. The massive data lake underlying Cato SASE Cloud provides that resource. Built from the metadata of every flow traversing Cato and further enriched by 250+ threat intelligence feeds, the deep learning algorithms benefit from analyzing patterns across all Cato customers. Those insights are further enhanced by custom analyses derived from customers’ traffic—the result: precise, algorithmic identification of suspicious domains.
Real-time Deep Learning Yields 6X Improvement in Threat Detection
Cato Research Labs routinely observes tens of millions of network connection attempts to DGA domains from across the 1700+ enterprises using the Cato SASE Cloud. For example, of the 457,220 network connection attempts to DGA domains made in a sample period, only 66,675 (15 percent) were listed in the 250+ threat intelligence feeds consumed by Cato. By contrast, Cato algorithms identified the rest, over 390,000 additional DGA domains, a nearly six-fold improvement.
Real-time, Deep Learning: Just One Part of Cato’s Multitiered Security Protection
Cato’s real-time, deep learning algorithms are not the only way Cato detects and stops threats. The Cato SASE Cloud‘s combination of SWG, NGFW, IPS, NGAM, CASB, DLP, RBI, and ZTNA provides multitiered protection against exploitations, disrupting cyberattacks at multiple points in MITRE’s ATT&CK Framework.
The deep learning algorithms are the latest AI and ML additions to the Cato SASE Cloud. Cato has long used machine learning for offline analysis to solve problems at scale, such as OS detection, client classification, and automatic application identification. ChatGPT is also used in various ways, including automatically generating descriptions of threats for Cato’s threat catalog.
To learn more about Cato and its security capabilities, visit https://www.catonetworks.com/security-service-edge/.
CLICK TO TWEET: How do #enterprises increase their ability to detect #phishing & #ransomware attacks by 600 percent? Deploy @CatoNetworks’ #IPS, a key part of #CatoNetworks #SASE Cloud platform. https://www.catonetworks.com/news/
Supporting Quotes
Elad Menahem, senior director of security, Cato Networks
“ML and AI are essential to defending against the ever-evolving, sophisticated, and evasive cyber-attacks. But that’s easier marketed than done,” says Elad Menahem, senior director of security at Cato Networks. “ML algorithms must be trained and re-trained on high-quality data to provide value. Cato’s data lake provides an enormous advantage in that area. Its convergence of rich networking data and security sources, coupled with its sheer scale, enables Cato to train algorithms in unique ways. Our current work is only the start of AI and ML innovation.”
Asaf Fried, Data Scientist, Cato Networks
“Real-time ML must be continuously trained and updated to deal effectively with evasive attacks. A SASE cloud allows training on quality data at scale and continuous updates. Appliance-based solutions can’t offer either, making enterprises who rely on them for their network security an easier target.”
Digital Assets
- [Photo] Elad Menahem
- [Photo] Asaf Fried
- [Image] Cato Networks logo
Supporting Resources
- Read Cato Blog
- Read about Elad Menahem
- Read about Asaf Fried
- For more information about Cato’s news and activities, follow the company via Twitter, LinkedIn, Facebook, Instagram, and YouTube.
About Cato Networks
Cato provides the world’s most robust single-vendor SASE platform, converging Cato SD-WAN and a cloud-native security service edge, Cato SSE 360, into a global cloud service. Cato SASE Cloud optimizes and secures application access for all users and locations everywhere. Using Cato, customers easily replace costly and rigid legacy MPLS with modern network architecture based on SD-WAN, secure and optimize a hybrid workforce working from anywhere, and enable seamless cloud migration. Cato enforces granular access policies, protects users against threats, and prevents sensitive data loss, all easily managed from a single pane of glass. With Cato, businesses are ready for whatever’s next.
View original content:https://www.prnewswire.co.uk/news-releases/cato-networks-revolutionizes-network-security-with-real-time-machine-learning-powered-protection-301863738.html
Blockchain Press Releases
Market Eyes “Crypto President” Inauguration as BTC Tumbles at $100K: Bybit and Block Scholes Analysis
DUBAI, UAE, Jan. 10, 2025 /PRNewswire/ — Bybit, the world’s second-largest cryptocurrency exchange by trading volume, has released the latest crypto derivatives report, published weekly with Blocks Scholes. Noting BTC’s retreat from the $100k mark a week into the new year, the analysis showed on-risk assets including crypto bore the brunt of broader macro factors. Past week’s data indicates heightened uncertainty in market dynamics ahead of Trump’s anticipated Jan. 21 inauguration, highlighting shifting investor sentiment during this significant political transition.
Key Insights:
Perpetuals Took a Winter Break: The perpetual swap market experienced a notable decline in liquidity over the holidays, with trading volumes winding down throughout Dec. 2024, leading to decreased realized volatility across the market. Notably, open interest maintained stability compared to levels preceding the great expiration of options contracts in Dec. 2024, indicating conservative positioning and limited hedging activity in perpetual swap markets.
Wide Disparity Between 30-Day Implied Volatility and 7-Day Realized Volatility: ETH’s options markets signalled an unmistakable preference for call options. In contrast, BTC’s open interest is rebalancing after the expiration in Dec. 2024. Both ETH and BTC have experienced notable changes in their term structures heading into the new year. The sharp divergence between implied and realized volatility is at its largest since the U.S. elections, suggesting that options traders are paying a premium to price in a higher level of risk or volatility despite the calm at the surface.
ETH Calls Gaining Traction
There has been a reshuffling in ETH open interest. While put options still hold sway in terms of total volume, call contracts have seen an uptick after Dec. However, the optimism comes with a caveat—the decline in realized volatility in the year so far has given options traders pause. The volatility term structure has steepened further, with short-term volatility (measured at a 30-day tenor) still sitting more than 15 points above its realized counterpart. This gap is the widest since the pre-election period of 2024, when geopolitical uncertainty fueled volatility premiums. Today, however, the premium seems driven more by general speculation than by any specific event. Even as the market settles, investors remain cautious, signaling looming uncertainty.
Access the Full Report here.
#Bybit / #TheCryptoArk /#BybitResearch
About Bybit
Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.
For more details about Bybit, please visit Bybit Press
For media inquiries, please contact: [email protected]
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Blockchain Press Releases
HTX 2025 Outlook: Five Sectors to Look Forward to, and How Trump’s Policy Will Affect Crypto Industry
SINGAPORE, Jan. 10, 2025 /PRNewswire/ — The year 2024 marks a significant chapter in the history of the crypto industry, where we witnessed continuous breakthroughs in blockchain technology, surges in Bitcoin price, and a gradually more open regulatory environment, with cryptocurrencies gaining increasing recognition from the mainstream. As 2025 unfolds, HTX, the world’s leading digital asset exchange, has released its latest report, HTX 2024 Global Web3 Blockchain Ecosystem Review and 2025 Outlook, which provides forward-looking insights into the development prospects of the crypto industry.
Key Sectors for 2025
In the report, HTX highlighted five key sectors that showed encouraging progress last year, and will continue to closely monitor these areas in 2025.
Bitcoin Ecosystem
In 2024, Bitcoin’s market dominance kept increasing, solidifying its position as the core asset, with spot ETFs acting as liquidity channels, and U.S. listed companies such as MicroStrategy (MSTR) serving as the vehicles to absorb unlimited dollar liquidity.
As a result, it is increasingly essential to further develop Bitcoin’s ecosystem and enhance capital utilization efficiency. With strong support from macro markets and infrastructure support, a further surge in Bitcoin demand over the next two years is well-anticipated.
Infrastructure
Infrastructure remained a cornerstone in 2024’s crypto investments and funding. The synergy between capital and technology has driven the rapid development of Layer 1, Layer 2, and middleware projects, among others.
Layer 1 solutions, in particular, now represent the focal point of technical development and exploration within the crypto space, and it is expected to remain a priority for development resources and capital investment in the future.
Meme Coins
The Meme coin sector emerged as a hotspot in 2024, fostering community consensus while integrating with fields like DeFi and GameFi to create new use cases. As the crypto market environment grows increasingly favorable, more retail investors are expected to enter the market, positioning Meme projects as vital channels for capital inflows.
AI
In 2024, the intersection of Crypto and AI sector has been driving the exploration of several segmented fields, the hottest one of which is AI agents. In the future, AI agents will gradually become personal butlers and assistants for users, serving them with comprehensive capabilities. Over time, they may develop unique cultures and religions.
This deep integration of AI and encryption technology is a groundbreaking evolution that is unattainable within Web2 and cannot be achieved by Web3 relying solely on encryption technology.
TON Ecosystem
Attributable to Telegram’s hundreds of millions of users and robust technical support, the TON ecosystem achieved significant milestones in various fields, pioneering the monetization of Web2 social applications through crypto. Moving into 2025, it needs to explore and find new business models to improve user retention and identify its next growth curve.
Donald Trump Effect: Bitcoin Strategic Reserve Worth Anticipating
The report also discusses the potential impact of crypto-friendly policies that could arise after Donald Trump takes office. Two important bills, the FIT21 Act and the Bitcoin Strategic Reserve Act, are likely to pass more quickly thanks to him.
The FIT21 Act aims to create a clear legal framework for token issuance and trading by classifying tokens as digital assets or digital commodities, transferring the regulatory responsibilities of many blockchain projects from the SEC to the CFTC, and introducing a safe harbor mechanism. This would help standardize and promote the healthy growth of the entire industry.
The Bitcoin Strategic Reserve Act, aligning with Trump’s campaign promises, if passed, would mark Bitcoin’s transition from a niche asset to a nationally recognized reserve asset, greatly enhancing its legitimacy and recognition. It may also prompt other countries to adopt similar measures to further advance Bitcoin’s global recognition and application.
The Act was submitted to Congress for deliberation on August 4, 2024, and referred to the Senate Banking Committee for review. Trump is well-positioned to push this bill through. Meanwhile, several U.S. states have already proposed their own Bitcoin Strategic Reserve bills. By 2025, Bitcoin as a strategic reserve may become a reality.
Additionally, under Trump’s presidency, the SAB121 Act is likely to be repealed, allowing traditional financial institutions to hold cryptocurrencies on their balance sheets, further accelerating the institutionalization of crypto assets and contributing to the overall maturity of the crypto market. The SEC’s application criteria of the Howey Test may also be relaxed, increasing the likelihood of more spot crypto ETFs being approved and more public listings of crypto companies.
Meanwhile, the report also provides a comprehensive summary of 2024, looking back on the key events that had a major impact on the crypto industry while summing up what HTX had achieved over the last year.
To learn more, please visit: https://square.htx.com/htx-2024-global-web3-blockchain-ecosystem-review-and-2025-outlook/
About HTX
Founded in 2013, HTX has evolved from a virtual asset exchange into a comprehensive ecosystem of blockchain businesses that span digital asset trading, financial derivatives, research, investments, incubation, and other businesses.
As a world-leading gateway to Web3, we harbor global capabilities that enable us to provide users with safe and reliable services.
Our growth strategy – “Global Expansion, Thriving Ecosystem, Wealth Effect, Security & Compliance”, underpins our commitment to providing quality services and values to virtual asset enthusiasts worldwide.
Contact Details
Ruder Finn Asia
[email protected]
Company Website
https://www.htx.com
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Blockchain Press Releases
Vietnam’s Youth Rally Behind Blockchain: KuCoin Reveals Groundbreaking Insights at VTIS 2024
HANOI, Vietnam, Jan. 10, 2025 /PRNewswire/ — KuCoin, a leading global cryptocurrency exchange, is excited to share the findings from its second edition of the KuCoin Campus Survey, conducted during the Vietnam Technology & Investment Summit (VTIS) 2024. With 926 participants surveyed from December 3rd to December 4th, 2024, the results underscore the vibrant interest in blockchain technologies among Vietnam’s youth, reinforcing KuCoin’s commitment to nurturing this vital market.
The survey, a key initiative under KuCoin Campus, highlights a strong, positive sentiment towards cryptocurrencies, with 92% of participants optimistic about the future of digital assets. Remarkably, 82% of respondents are considering blockchain-related careers, signaling a burgeoning talent pool eager for development and opportunities within the industry.
Vietnam’s strategic importance to both KuCoin and the broader crypto community is evident as 68% of participants expressed a “very high interest” in blockchain, making it a critical hub for crypto innovations and community engagement. Additionally, 73% of respondents currently hold cryptocurrencies, demonstrating a mature market ready for further expansion and adoption.
The survey also uncovered a significant inclination towards diverse blockchain roles, with data analysis (24%), marketing (22%), and business development (21%) being the most coveted. These insights are invaluable as they highlight the areas of highest potential and interest among the future workforce.
“Vietnam has been and will continue to be a key market for us,” said Alicia Kao, the Managing Director of KuCoin. “As the People’s Exchange, we are committed to empowering and equipping this new generation with the tools they need to succeed in the evolving digital landscape.”
View the full report here (EN version, VN Version), or visit KuCoin’s official website for further information.
About KuCoin
Founded in 2017, KuCoin is one of the pioneering and most globally recognized technology platforms supporting digital economies, built on a robust foundation of cutting-edge blockchain infrastructure, liquidity solutions, and an exceptional user experience. With a connected user base exceeding 37 million worldwide, KuCoin offers comprehensive digital asset solutions across wallets, trading, wealth management, payments, research, ventures, and AI-powered bots. KuCoin has garnered accolades such as “Best Crypto Apps & Exchanges” by Forbes and has been recognized among the “Top 50 Global Unicorns” by Hurun in 2024. These recognitions reflect its commitment to user-centric principles and core values, which include integrity, accountability, collaboration, and a relentless pursuit of excellence.
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