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Cato Networks Revolutionizes Network Security with Real-Time, Machine Learning-Powered Protection

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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.

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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

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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 detectionclient 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/

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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.”

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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

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Blockchain Press Releases

KuCoin Introduces Omnibus Account Structure to Enhance Liquidity for Brokerage Partners

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VICTORIA, Seychelles, July 19, 2024 /PRNewswire/ — July 23, 2024 – KuCoin, a leading cryptocurrency exchange, is pleased to announce a significant enhancement to its Broker Program, designed to cater to liquidity-seeking partners. This upgraded program enables participants to leverage KuCoin’s superior liquidity and diverse asset offerings across both Spot and Futures markets. With this enhancement, participants can now benefit from KuCoin’s top-tier liquidity, high-revenue shares, unlimited sub-accounts, and independent deposit addresses, allowing for functional flexibility and maintaining their own client management powers.

“Our new brokerage infrastructure is suitable for multiple types of institutional partners, such as crypto exchanges, execution terminals, layer 2 aggregators, OTCs, and traditional financial service providers venturing into crypto,” said Anton Starchenko, Director of Institution Business Development of KuCoin. 

“This upgrade demonstrates our commitment to providing our partners with the tools they need to succeed in the rapidly evolving crypto market.”

By joining the KuCoin brokerage service, brokers gain access to one main broker account with unlimited sub-accounts. Each sub-account features an exclusive deposit address, serving as a wallet to separate funds and trades. Additionally, each sub-account undergoes independent risk checks. These ongoing risk and compliance measures bolster KuCoin’s commitment to protecting partner interests. Broker accounts are subject to separate fee structures, while the broker receives a combined commission based on the cumulative volume across all accounts.

As a leading platform in the cryptocurrency industry, KuCoin is dedicated to providing top-notch security and reliability. The platform employs state-of-the-art security measures, including advanced encryption protocols, multi-factor authentication, and real-time monitoring systems to ensure the safety of users’ assets. KuCoin’s unwavering focus on security and innovation has solidified its reputation as a trusted and forward-thinking exchange in the global crypto market.

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For more information about the KuCoin Broker Program and the new omnibus account structure, please visit KuCoin’s official website.

About KuCoin

Launched in September 2017, KuCoin is a leading cryptocurrency exchange with its operational headquarters in Seychelles. As a user-oriented platform with a focus on inclusiveness and community engagement. It offers over 900 digital assets across Spot trading, Margin trading, P2P Fiat trading, Futures trading, and Staking to its 34 million users in more than 200 countries and regions. KuCoin ranks as one of the top 6 crypto exchanges. KuCoin was acclaimed as “One of the Best Crypto Apps & Exchanges of June 2024” by Forbes Advisor and has been included as one of the top 50 companies in the “2024 Hurun Global Unicorn List”. Learn more at https://www.kucoin.com/ .

Contact Us to Join

Telegram: @KuCoin_Broker

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Email: [email protected]

Book a Product Call here.

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Blockchain Press Releases

Bybit Launches Block Merchant Program, Offering Up to 3,000 USDT in Rewards

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DUBAI, UAE, July 19, 2024 /PRNewswire/ — Bybit, the world’s second-largest web3 platform by trading volume, announced the launch of its Block Merchant program, designed to empower users to maximize their earnings while buying or selling cryptocurrencies. Through this exciting initiative, Bybit aims to recognize and reward the valuable contributions of its P2P users.

By becoming a Bybit Block Merchant, users can unlock a range of exclusive benefits, including:

  • Lucrative USDT Merchant Rewards: Earn substantial rewards for buying or selling crypto.
  • Enhanced Visibility: Enjoy a prominent position on the platform with a special diamond label and higher priority than Bybit Verified Advertisers.
  • Increased Transaction Limits: Process larger transaction volumes with a single order limit raised to 200,000 USDT.
  • Priority Ad Ranking: Achieve top-tier visibility among advertisers under similar conditions.
  • Swift Appeal Resolution: Benefit from expedited customer service support for any issues.

Bybit is committed to providing its users with exceptional trading experiences and opportunities to thrive in the dynamic cryptocurrency market. The Block Merchant program reflects our commitment, offering users a chance to boost their income while contributing to the growth of the Bybit P2P ecosystem.

#Bybit / #TheCryptoArk

About Bybit

Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving over 33 million users. Established in 2018, Bybit provides a professional platform where crypto investors and traders can find an ultra-fast matching engine, 24/7 customer service, and multilingual community support. Bybit is a proud partner of Formula One’s reigning Constructors’ and Drivers’ champions: the Oracle Red Bull Racing team.

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For more details about Bybit, please visit Bybit Press.
For media inquiries, please contact: [email protected]
For more information, please visit: https://www.bybit.com
For updates, please follow: Bybit’s Communities and Social Media

Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube

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Blockchain Press Releases

Hata obtains full approval from the Securities Commission of Malaysia Launches 30% revenue sharing model on its USD crypto exchange

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  • Hata obtains full approval from the Securities Commission of Malaysia and launched its exchange
  • Support USD onramp and offramp
  • Rolled out affiliate programme, sharing 30% of its trading fee with users who refer others to trade on its Exchange
  • Zero trading fee across major pairs and opportunity to earn crypto airdrop

KUALA LUMPUR, Malaysia, July 19, 2024 /PRNewswire/ — Hata has officially secured full approval from the Securities Commission of Malaysia to launch its exchange. Having obtained full approval from the Labuan Financial Services Authority (a mid-shore jurisdiction in Malaysia) in June 2023, Hata is now the first and only dual-licensed exchange by both onshore and mid-shore regulators in Malaysia.

Filling the gap in Asia with USD onramp and offramp 

Hata operates a US Dollar cryptocurrency exchange, allowing users globally to deposit, trade and withdraw funds in US Dollars. Hata users can also swap US Dollars with USDT for free.

With the foreign exchange market in Asia Pacific recorded at $396 trillion annually[1], Hata aims to serve the large US Dollar foreign exchange market by providing traders and institutions a licensed platform to convert US Dollars into stablecoins to facilitate cross border payments and access cryptocurrency in the region.

“Institutions and high net worth individuals still rely heavily on US Dollars to settle cross border transactions in Asia. With institutional adoption into cryptocurrency on the rise, coupled with weakening local currencies in the region against US Dollar, we foresee users moving their monies into USD pegged stablecoins to conduct transactions.” says David Low, Chief Executive Officer of Hata.

Hata currently supports trading of more than 40 cryptocurrency pairs on its platform that are paired with USDT and US Dollar, with the goal of supporting more crypto products in the near future.

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30% Revenue Share on its Exchange

Hata (www.hata.io) has introduced an affiliate program. Any users who sign up on Hata can refer their family and friends to earn a reward. Hata provides a revenue share of 30% from the trading fees it earns to the affiliates who refer their network to trade on Hata’s exchange.

“This affiliate programme is designed to let users globally capitalise on their network to earn rewards. We hope that this provides an economic opportunity for our users to earn a side income with minimal effort,” says Darien Ng, Chief Revenue Officer of Hata.

Zero trading fees and free airdrop

To further incentivise early users, Hata has also rolled out zero fees for its major crypto pairs, including USD/USDT pair.

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Users who sign up from now until 31 October 2024 and trade on the exchange will be added to a waitlist. Users in the waitlist will have an opportunity to earn free airdrops in the near future.

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