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Increasing risk of privacy leakage in the post-pandemic era,PlatON: Privacy Computing is the solution

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4 years ago

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After the outbreak of COVID-19, the risk of privacy leakage is increasing      

At the beginning of 2020, the sudden outbreak of the COVID-19 pandemic brought a huge impact on everyone’s work and life. On the one hand, the working-from-home scenario has pushed the development of digital office. Many companies have had to transfer the materials and assets from offline to online within a short time. On the other hand, to meet the demands of the public health and pandemic control, personal health data is collected and processed digitally to be used in areas like pandemic prevention and control, health services, and tracing inquiries. For instance, travel health codes have been used in countries like China and Spain for COVID-tracing, and many countries around the world have provided the online services of test appointment and test results inquiries. The outbreak of the COVID-19 pandemic has inspired people to rethink the construction and development of infrastructures. The large scale of data transmission and exchange during the pandemic period requires the support from new technologies. In the global context, in order to adapt to the ever-increasing demand for data exchange and promote the digitalization process, many countries have prioritized and invested on cutting-edge technologies like 5G, Big Data, Artificial Intelligence, Cloud Computing, etc.

Considering the abnormal conditions of the pandemic, it can be understood and accepted to a certain extent if the data is used by relevant agencies and organizations. In spite of this, after the pandemic, when the life is back to normal, can the data privacy be properly protected in the daily data collection, storage and computing? Can the basic rights of users be properly protected? With the development of the new technologies, when a large amount of data is collected, transmitted, analyzed and processed from the end devices through Internet of Things (IoT) and 5G technologies, the risk of data breaching will increase accordingly. In this case, how to get effective protection on the data privacy?

Privacy computing paves the road

Fingerprint recognition, face recognition, voice recognition and other technologies collect user information to provide users with convenient and efficient services, while also putting these basic personal data information at risk of being leaked and abused. With the successive promulgation and implementation of the European Union’s GDPR and the California’s CCPA Act, it is necessary for relevant parties to reflect their attitudes and operations towards data resources. In this context, Privacy Computing technology has gradually caught researchers’ attention.

Privacy Computing refers to a type of information security technology based on modern cryptography, which is represented by technologies like Secure Multi-party Computing (MPC), Homomorphic Encryption, Zero-knowledge Proof, Differential Privacy, and Trusted Execution Environment (TEE), etc. Privacy Computing can realize the data computing and analysis while ensuring the security and privacy of the source data.

So far, three major technologies are available to achieve Privacy Computing: Cryptography, Trusted Execution Environment, and Federated Learning. Among them, the privacy protection scheme based on cryptography is a type of computing method that protects private information throughout the entire life cycle, and supports operations such as analysis and computing without the data itself leaking to a third party. Its core concept is to form a set of symbolic, formulaic and quantitative evaluation criteria for Privacy Computing theory when processing information flow. [1] Compared with the problems brought by the traditional end-to-end encryption methods on the key management and performance impact, Privacy Computing can fundamentally protect data from the entire life cycle. In large-scale public infrastructure, the introduction and deployment of Privacy Computing support systematic data privacy protection.

At present, in addition to the in-depth research on Privacy Computing in the academia, the realistic application scenarios and large-scale commercial solutions of Privacy Computing are also being actively explored by the industry. Take PlatON Network as an example. PlatON has been developing and researching the field of Privacy Computing since 2016. The AI network of Privacy Computing provided by PlatON is a solution for privacy contract implementation based on cryptographic algorithms such as Secure Multi-party Computing (MPC). In general, the Privacy Computing algorithm is released through the contract. The data provider and the computing nodes that require privacy protection need to cooperate to execute the MPC protocol, so that to realize the collaborative data computing. In this case, data privacy is protected at the same time when data is shared, allowing users to obtain the economic benefits of data reuse while maintaining data ownership.

After the era of the pandemic, Artificial Intelligence (AI) also has caught in privacy issues during the process of data reuse. The development of AI technology turns data as a special asset, and its scale can affect both the model accuracy and the reliability of the services, which in turn affects business costs and risks. From the perspective of improving the accuracy of the AI model, the more data collected, the better the model performs, but the collection of large amounts of data also brings higher risks of privacy exposure. If AI is planned be applied in large-scale commercial scenarios, privacy is a crucial issue that cannot be bypassed.

Privacy Computing technology is born to be suitable for solving the privacy flaws of AI technology. A large amount of data is computed in an encrypted way, which not only solves the privacy problem in the traditional AI model, but also ensures the efficient data management and utilization. Considering the user’s personal health IoT data involved in this pandemic as an example, PlatON’s “DataBank” product can effectively protect the core data and provide lifecycle data-management services. Working as a data asset value-trading platform, PlatON’s “DataBank” product can guarantee the privacy and security of personal health data during the verification and transmission process based on Privacy Computing technology. With the AI technology introduced in PlatON’s “DataBank” product, multi-source and multi-mode local joint verification can be efficiently achieved. The results got from Privacy Computing can provide accurate delivery services among organizations and agencies, which not only addresses the issue of mutual recognition between different regions, but also supports the sharing of data marketing channels among various agents. In this case, it can jointly improve the accuracy of health data verification, and help industries realize and establish public health economic data services under the rapid development of 5G, Cloud Computing and other technologies for digitization. As the pioneer in privacy protection area, PLATON has researched Privacy Computing technologies for many years. The Privacy Computing network infrastructure developed by PLATON can guarantee the secure and free data flow across every corner of the world.  All types of Applications, relying on the data exchange and data computing as the core capability, can enjoy the convenience brought by global data collaboration and computing power sharing on PlatON.

References

[1] Li, F., H. Li, Ben Niu and J. Chen. “Privacy Computing: Concept, Computing Framework and Future Development Trends.” IACR Cryptol. ePrint Arch. 2018 (2018): 1145.

[2] Sun Lilin: How to protect personal privacy to the utmost extent in pandemic prevention and tracing control (in Chinese), https://mp.weixin.qq.com/s/gwiZyfdTC6tEk83VfpnBtQ

[3] Scientists have something to say series: From 5G rich news and health code, talk about whether new infrastructure and data privacy may not be available at the same time (in Chinese), https://mp.weixin.qq.com/s/0UVaXxOCTwVbQ8dyDxpbAQ

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Alex Jacob

Alex Jacob is a literature author. He was born in Chicago. Alex passion is writing news articles. He writes number of articles and published it.

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Press Release

Blenix Chain Announces Upcoming Presale for BLX Token, Ushering in a New Era of Real-World Blockchain Utility

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39 minutes ago

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April 30, 2025

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Newbury, England, 30th April 2025, ZEX PR WIRE,  In a move set to redefine how blockchain connects with the real economy, Blenix Chain has officially announced the upcoming presale of its native token, BLX. Positioned at the intersection of innovation, sustainability, and practical business applications, Blenix Chain is gearing up to launch one of the most anticipated blockchain projects of the year.

Designed to power a new generation of decentralized solutions, Blenix Chain introduces a robust infrastructure tailored for industries like real estate, supply chains, and asset tokenization. With real-world use cases at its core, Blenix Chain is not just another blockchain — it’s a movement toward practical and responsible adoption.

“Blenix Chain is engineered for real-world transformation,” said a spokesperson for Blenix Technology. “The BLX Token will be the lifeblood of an ecosystem where blockchain isn’t just theoretical — it’s tangible, sustainable, and impactful.”

BLX Token Presale: What to Expect

The upcoming BLX Token presale offers early supporters an opportunity to participate in the foundation of the Blenix ecosystem. Key highlights include:

  • Limited Allocation: A strategic portion of BLX tokens will be available at preferential rates during the presale phase.

  • Utility-Driven: BLX will fuel network transactions, governance, staking, and ecosystem rewards.

  • Incentives for Early Adopters: Participants in the presale will be eligible for exclusive benefits, including bonus allocations, staking multipliers, and priority access to ecosystem launches.

Full presale details, including participation guidelines, allocation sizes, and eligibility criteria, will be unveiled in the coming days on the official website: blenixchain.io.

Why Blenix Chain?

At a time when the blockchain industry is seeking deeper relevance beyond speculative trading, Blenix Chain stands out by focusing on utility, compliance, and scalability. Its architecture enables low-cost, high-speed transactions while maintaining the flexibility needed for customized business applications.

Blenix Chain also reinforces its commitment to responsible innovation by integrating sustainability frameworks and fostering partnerships that align with its mission of real-world impact.

About Blenix Chain

Blenix Chain is a next-generation blockchain ecosystem built for real-world business applications. Powered by the BLX Token, Blenix Chain offers scalable, efficient, and sustainable blockchain solutions across industries, helping bridge the gap between technology and tangible economic value.

Follow Blenix Chain’s journey:

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Press Release

The Rise of Funded Trading Accounts: How Supertrade is Leading the Shift Away from Retail Trading Models

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54 minutes ago

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April 30, 2025

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Structural changes in the global trading landscape. As retail traders find it increasingly difficult to participate in the world of trading, the world of trading is undergoing a structural shift. Leading the charge is Supertrade – the next-generation prop trading platform that provides a profitable, sustainable solution away from ‘traditional’ retail models.

The retail trader has for years struggled with limited capital and extreme market volatility, not to mention a stark absence of institutional support. Traditional brokers offer not much more than plain execution, and that is simply not enough protection and support for individuals. It’s a landscape that has made growth consistent with the accounts hard, and survival even harder. 

Now, a better solution has emerged. Funded trading accounts are rapidly gaining traction, and Supertrade trading is leading this new wave with a comprehensive and accessible approach to professional trading.

While the retail scheme has traders funding their own accounts and accepting full risk responsibility, prop trading turns the equation on its head. They provide access to significant trading capital and offer exclusive risk management rules to traders (unlike retail trading accounts). This allows traders to only focus on their execution and performance.

The Supertrade platform offers two core funding routes, catering to different levels of experience and readiness

  • Instant Funding: For traders ready to begin immediately, with access to up to $100,000 in real capital without evaluation.
  • 2-Phase Challenge: A structured path to prove consistency and earn even larger allocations. 

Upon funding, traders benefit from:

  • Up to $100K in starting capital.
  • Profit splits of up to 80%.
  • Leverage up to 1:100 on Forex, 1:50 on indices, metals, and oil, 1:2 on crypto.
  • Clearly defined drawdown rules: 5% daily, 10% total.
  • Access to a wide range of markets, including Forex, crypto, oil, indices, etc. 
  • Transparent Supertrade pricing – with no hidden charges or maintenance fees.

Supertrade is, at heart, more than just a prop firm – it’s an all-inclusive ecosystem designed from the ground up by traders, for traders. The exclusive Supertrade terminal platform is built for accuracy with live pricing, ultra-rapid execution, and unlimited control. 

Beyond the tech stack, traders are supported with:

  • The Supertrade Academy – A dedicated learning hub with courses on risk, strategy, and challenge preparation.
  • An in-depth analytics centre and regularly updated blog, with insights from top-performing prop trading professionals.
  • 24/7 live support – Genuine assistance available at all times.

In addition, traders can benefit from Supertrade’s official page on TradingView, where in-house experts publish fresh trading ideas daily. Each post features detailed market analysis, annotated chart screenshots, and clearly defined trade setups across the most popular assets like Gold (XAUUSD), Bitcoin (BTCUSD), EUR/USD, and more. For example, traders can find real-time insights on potential breakout points, key support and resistance levels, and trend continuation scenarios. 

This structure ensures that both new and experienced traders are fully equipped not just to trade, but to grow.

About the Company — Supertrade

Supertrade is a global proprietary trading platform designed to empower traders with access to substantial capital. Built by an experienced team of trading professionals, each with over five years of expertise in the industry, Supertrade combines transparent funding models, robust risk management, and comprehensive educational resources. Supertrade operates under a legal framework, ensuring compliance and security for its users across multiple regions.

For further details, visit the following link: Website || X || Linktree

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Press Release

CAI Community Enhances Investment Education with Alaric Bennett’s Latest Learning Innovations

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1 hour ago

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April 30, 2025

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CAI Community, founded by Alaric Bennett, launches new interactive tools designed to elevate investment education. These features provide hands-on learning experiences, enabling investors to refine strategies and apply real-world market insights to optimize their investment decisions.

CAI Community, the premier investment education platform founded by renowned hedge fund expert Alaric Bennett, is proud to announce the launch of new interactive learning tools aimed at enhancing the educational experience for investors. The newly introduced tools offer hands-on, practical learning opportunities that empower users to build strategies, analyze market trends, and gain deeper insights into investing techniques.

CAI Community Enhances Investment Education with Alaric Bennett’s Latest Learning Innovations

The expansion of CAI Community’s educational features is part of the platform’s ongoing mission to provide comprehensive, accessible, and actionable investment education. The new learning tools are designed to bridge the gap between theory and practice, allowing investors to apply concepts in real-world scenarios and develop their own personalized strategies.

“We believe that true investment mastery comes from understanding the markets and applying knowledge in a practical way,” said Alaric Bennett, Founder of CAI Community. “These new interactive tools allow investors to gain real-world experience, helping them become more confident and capable in managing their own portfolios.”

Key Features of the New Interactive Learning Tools:

Strategy Simulations: Users can build and test their own investment strategies in a risk-free environment, learning how to analyze market trends and make informed decisions.

Market Analysis Exercises: Interactive exercises provide users with the chance to study market data and make decisions based on live scenarios, helping them develop critical thinking skills for investment success.

Customizable Learning Paths: Investors can tailor their learning experience based on their goals, preferences, and knowledge level, ensuring that each user gets the most out of their education.

Real-World Case Studies: The platform features a library of case studies based on successful (and unsuccessful) real-world investments, allowing users to understand the challenges and rewards of different investment approaches.

These new features are designed to cater to both beginner and advanced investors, offering engaging educational content that can be applied directly to their investment strategies. Whether users are learning how to read market indicators or designing their first portfolio, the interactive tools provide practical insights that help them grow their financial knowledge.

CAI Community’s expansion also includes new investment workshops and expert-led webinars that complement the interactive tools, giving users direct access to industry professionals and a deeper understanding of financial markets.

“Our goal is to create an environment where investors can not only learn from experts but also experience the decision-making process firsthand,” said Bennett. “This approach gives them the confidence to make smarter investment choices in real-world situations.”

For more information on how CAI Community’s new interactive learning tools can help you master investment strategies, visit CAI Community.

About CAI Community CAI Community, founded by Alaric Bennett, is an investment education platform that offers personalized strategies and hands-on learning tools to empower investors. With a range of resources including simulations, expert-led workshops, and real-world case studies, CAI Community equips investors with the knowledge and experience needed to succeed in financial markets.

Media Contact

Organization: CAI Community

Contact Person: Joshua Perry

Website: https://thecaicommunity.com

Email: Send Email

Country:United States

Release id:27065

Disclaimer: The information provided by CAI Community is for educational purposes only and does not constitute financial, investment, or trading advice. CAI Community is not a registered investment advisor, broker-dealer, or financial institution. All content, including strategy simulations, market analysis exercises, case studies, and webinars, is intended to support learning and does not guarantee any specific investment outcome. Users are solely responsible for their investment decisions and should consult with a qualified financial advisor before making any financial commitments. Past performance referenced in case studies or examples is not indicative of future results. Use of the CAI Community platform is subject to the platform’s terms and conditions.

View source version on King Newswire:
CAI Community Enhances Investment Education with Alaric Bennett’s Latest Learning Innovations

It is provided by a third-party content provider. King Newswire makes no warranties or representations in connection with it.

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