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“Data Island” Problem Can Be Solved by Combining Privacy Computing AI and Blockchain Technology

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Platon Now Offers Breakthrough Solutions to Break the “Data Island” and Release the Value Potential

During the COVID-19 pandemic, medical networking services developed rapidly, and big data played a key role in the development. In the medical industry, new medical models and cutting-edge research also require a large number of patient data to verify. However, due to the lack of effective privacy protection, data cannot be shared, resulting in the “data island” phenomenon, which has become a big problem to be solved. At the same time, the widespread use of medical big data also triggered the issue of privacy leaks and data abuse, and raised social concerns about data security and privacy protection.

These problems exist not only in the medical industry, but also in other industries. Citing the protection of trade secrets and refusing to trade their own data, government departments are also reluctant to share data because of security, interests, technology, and other concerns. This exacerbates the “data Island” problem, which restricts the maximization of data value.

In the current data market, users produce new online data every day, but they do not own the data. Data is held in the hands of each independent collector, resulting in the compartmentalization of data ownership, which is referred to as “data Island.” The lack of data privacy protection and sharing mechanism is the main obstacle for data authentication.

Blockchain provides an opportunity for data validation. Blockchain is a distributed ledger technology designed to realize transaction accounting through the joint participation of multi-nodes, and each node account is complete and cannot be tampered with. This helps in integrating users into the three-party governing account for insusceptible and uninterrupted data production, data monopoly and data use.

Through node authorization, the final data income is shared among the parties in proportion to realizing the sharing of data ownership. Although transaction information is shared in this process, account information is highly encrypted. Therefore, zero-knowledge proof is an effective strategy to protect the privacy of accounts. Zero-knowledge proof is to make the verifier believe that he has certain knowledge or ability without providing any useful information to the verifier, for example, to realize the asset transfer without disclosing user identity.

Blockchain technology can be widely used in equipment authentication, communication encryption and other areas to provide a strong support for breaking the “data island” and promoting data transactions.

Privacy computing brings solutions

The realization of data sharing transaction and potential value release happens on the value chain of “property right confirmation – privacy protection – co-computing – value sharing.” The scheme, which is widely accepted by finance and blockchain industry, is based on the solution combining privacy computing and AI, which is a new way to solve security problems such as key management, by integrating multiple cryptography algorithms with frontier blockchain technology. Public chain PlatOn is the pioneer that set a precedence of multi-party secure computing (MPC) and other cryptographic algorithms into the key management system (KMS), which realizes the management of massive scale digital assets through cryptography, thereby effectively resolving the contradiction between data privacy protection, right ownership and data sharing, and improving the value and efficiency of data. The technology can be used in future scenarios such as digital wallets and inter-agency transactions.

PlatON has focused on the combination of privacy computing and big data AI. The open-sourced, community-based, blockchain ecosystem recently launched Tensorflow, the world’s first privacy AI framework that supports mainstream in-depth learning. PlatON’s series of innovative practices have provided an observable way to solve the problem of “data island” and data asset transaction.

Thanks to its rich industry experience, PlatON can fix the impasse and step forward. It is reported that PlatON’s core founding team has more than 15 years of experience in finance and communications, and strong software implementation capability too. These are exactly what the foundation for PlatON is built on to continuously and effectively promote R&D investment and business practice. At present, PlatON is focusing on R&D and solving the problem of data sharing step by step in the engineering and business world. Currently, PlatON’s leading network, Alaya, is focused on the financial sector, where data is highly standardized and financial institutions have a strong desire to address data privacy concerns.

PlatON’s Future Vision: Building a Data Transaction Infrastructure

PlatON has become a global leader in the field of privacy-protected computing. With the accumulation of finance and AI, PlatON has reached strategic cooperation with HashQuark, Keystore, HashKey Hub and other well-known platforms in the industry to jointly promote the implementation and application of cutting-edge technologies, such as KeyShard, so as to realize the new digital assets custody service in the world and better protect the security of digital assets.

PlatON’s vision is to build a peer-to-peer computing network that integrates verifiable computing, privacy computing, scalable computing, and dedicated computing hardware to provide open-source public infrastructure software development, consulting, and operational services to developers, data providers, as well as various communities, organizations, and individuals with computing needs around the world, and ultimately to support mass data asset transactions.

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ISGroup Publishes Large-Scale Study Showing AI Can Identify Real Software Vulnerabilities

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1.24 billion tokens. 12,000 model requests. 29 confirmed vulnerabilities in a platform hardened by a decade of independent audits. One of the most extensive public studies to date on LLM-driven vulnerability research.

Italy, 1st Aug 2026 –  What happens when you point a frontier AI model at real-world, battle-tested software and ask it to think like an attacker? ISGroup, the Italian offensive-security firm with two decades of experience in penetration testing and security research, set out to answer that question – and has now published the results in “What Can an Attacker Find With an LLM?”, a large-scale study that places Italy at the forefront of global research on AI-assisted security analysis.

The target was no soft one. ISGroup chose GlobaLeaks, the open-source whistleblowing platform trusted by newsrooms, corporations, and public institutions worldwide to protect sources – software refined over more than a decade and already subjected to multiple independent security audits. If AI could still find real flaws there, it could find them anywhere.

It did. Using frontier models from Anthropic and OpenAI, ISGroup processed approximately 1.24 billion tokens across 12,000 model requests, generating 110 candidate findings. Every single one was manually triaged by ISGroup’s researchers, who treated each model output as a hypothesis to be proven, not a conclusion to be trusted. The final tally: 29 confirmed vulnerabilities, 12 denial-of-service issues, and 42 hardening observations – all responsibly disclosed to the GlobaLeaks team before publication, with the most critical issues already fixed. The net result: stronger protection for whistleblowers and journalists around the world.

Beyond the findings themselves, the study delivers something the international security community has been asking for: hard numbers. ISGroup documents the real costs, the methodology – including a defined threat model, a taxonomy of software weakness classes, and strict evidence requirements – and the honest limitations of the approach: false positives, non-deterministic results, and the non-negotiable need for expert human validation.

The strategic implication is significant. Reviewing an entire codebase – an effort that until recently demanded weeks of specialist work and substantial budgets – can now be done more broadly, more continuously, and at a fraction of the cost.

“Artificial intelligence does not replace specialist expertise, but it increases the amount of code a team can analyse and reduces the cost of doing so,” said Francesco Ongaro, founder of ISGroup. “Experts still have the decisive role of distinguishing a plausible hypothesis from a real vulnerability.”

With this publication, ISGroup adds to a growing body of research that demonstrates how European – and specifically Italian – security expertise is shaping the global conversation on AI and offensive security.

The full report, including methodology, costs, and complete results, is available at: https://www.isgroup.biz/en/cyber-security/llm-based-code-security-review-costs-findings-methodology.html

About ISGroup: ISGroup is an Italian cybersecurity company specialising in offensive security, penetration testing, and security research, serving clients internationally with a research-driven approach to protecting critical software and infrastructure.

Notes for Editors

Francesco Ongaro is available for interviews and technical briefings. A one-page summary of the methodology and aggregated data on model usage are available upon request.

About ISGroup

ISGroup S.r.l. is an Italian cybersecurity company serving clients around the world across a wide range of industries. The company specialises in security research, security assessments, penetration testing, and advanced security analysis of applications and infrastructure. Website: www.isgroup.biz 

Press Contact

Francesco Ongaro
Founder, ISGroup S.r.l.
Email: francesco.ongaro@isgroup.it
Phone: +393518158844 (WhatsApp)

www.isgroup.it  ITALY
www.isgroup.biz  WORLD

Media Contact

Organization: ISGroup S.r.l.

Contact Person: Francesco Ongaro

Website: http://www.isgroup.biz/

Email: Send Email

Country:Italy

Release id:47793

The post ISGroup Publishes Large-Scale Study Showing AI Can Identify Real Software Vulnerabilities appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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The Future of Preventative Healthcare! Dr. Sundardas Annamalay and Dr. Narjit Singh’s Newly Released Book Sheds Light on Cellular Health

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Singapore, 1st Aug 2026 – Cellular health and epigenetic science experts Dr. Sundardas D. Annamalay and Dr. Narjit Singh have released their book, Cellular Rejuvenation Program–Reprogramming Life at the Cellular Level: Epigenetics, Detoxification, Nutrition, and Next-Generation Therapies for Optimal Health and Longevity. It presents a transformative, interdisciplinary framework that offers a deep exploration of cellular biology and its relationship to longevity and healthy aging

.

The Cellular Rejuvenation Program is a comprehensive educational resource for readers seeking science- and research-based guidance on cellular health, integrative medicine, longevity, and overall biological resilience. Spanning more than 20 chapters, the book draws on decades of clinical experience and the in-depth scientific literature. It examines topics such as neurobiology, mitochondrial biology, cardiometabolic health, epigenetics, sleep, environmental factors, inflammation, regenerative medicine, and more, compiling cutting-edge integrative healthcare insights into one invaluable guide. Rather than focusing on individual conditions, the book’s broader theme explores the interconnectivity of biological processes, from inflammation and detoxification to cellular communication and the microbiome. From case studies to scientific concepts, the book offers a clear understanding of cellular health and its effects.

Dr. Sundardas D. Annamalay, DSc., is an Integrated Functional Medicine Specialist with a strong focus on naturopathy and homeopathy. With more than 30 years of experience, he is passionate about cellular health and epigenetics. He is also a dedicated professor at the Youngson Institute of Natural Science Colleges and the founder of the Natural Therapies Research Centre in Singapore.

Dr. Narjit Singh, MD, is the founder of My Life Centre in Malaysia and has more than 50 years of experience in preventative medicine. He believes that cellular health, lifestyle, and environment are essential to positive health outcomes and longevity, and he goes beyond conventional medicine to implement a more holistic treatment philosophy. His human-centered approach to functional integrated medicine has transformed the lives of people from all walks of life. 

Dr. Sundardas Annamalay, DSc., and Dr. Narjit Singh, MD., are available for interviews. 

Title:  Cellular Rejuvenation Program–Reprogramming Life at the Cellular Level:

Epigenetics, Detoxification, Nutrition, and Next-Generation Therapies for Optimal  

 Health and Optimal Health and Longevity

Authors:     Dr. Sundardas D. Annamalay, DSc., and Dr. Narjit Singh, MD.

Contact:       Dr. Sundardas D. Annamalay 

Company:    Natural Therapies Research Centre Pte Ltd

Email:   sundardasa@gmail.com 

Phone Number:  +65 97615311

About Dr. Sundardas D. Annamalay:  https://www.drsundardas.com/bio

About Dr. Narjit Singh:  https://www.mylifecentre.com.my/about-us-2

Availability: Amazon.com

Book Preview:  https://www.amazon.com/dp/B0H9Z26W3M

Media Contact

Organization: Natural Therapies Research Centre Pte Ltd

Contact Person: Dr. Sundardas D. Annamalay

Website: https://www.naturaltherapies.com/

Email:
sundardasa@gmail.com

Country:Singapore

Release id:47811

The post The Future of Preventative Healthcare! Dr. Sundardas Annamalay and Dr. Narjit Singh’s Newly Released Book Sheds Light on Cellular Health appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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World of Doors Launches Back-to-School Garage Door Safety Special Across Chicagoland

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World of Doors is offering a $149 Back-to-School Garage Door Tune-Up with Safety Inspection for Chicagoland homeowners this August, with only 100 spots available and an Elite Club upgrade to lock in future annual savings and benefits.

New Lenox, IL, United States, 1st Aug 2026 – World of Doors, a New Lenox-based garage door company serving homeowners across Chicagoland, is launching its Back-to-School Garage Door Safety Special to help families prepare for busier morning routines, school drop-offs, sports schedules, and everyday garage use.

For a limited time in August, homeowners can schedule a Garage Door Tune-Up with Safety Inspection for $149, regularly $199. Only 100 August spots are available for this seasonal safety special, which is designed to help families identify worn parts, noisy operation, sensor issues, opener concerns, and other common garage door problems before the school year begins.

As back-to-school season approaches, many Chicagoland families rely on their garage doors multiple times per day. Kids may be moving bikes, backpacks, and sports equipment in and out of the garage, while parents are often rushing through tighter morning and evening routines. World of Doors is encouraging homeowners to make sure their garage door opens, closes, reverses, and operates safely before household schedules get busier.

“A garage door is one of the largest moving objects in your home, and small issues like sensors that are slightly out of alignment or springs under the wrong tension can turn into safety hazards fast,” said Sean McGuire, Lead Technician at World of Doors. “Back-to-school season is a great time for Chicagoland homeowners to get ahead of it, before the door is opening and closing a dozen times a day.”

The $149 Back-to-School Garage Door Tune-Up with Safety Inspection may include a review of key garage door components such as safety sensors, springs, cables, rollers, tracks, opener function, door balance, hardware, and moving parts. If the technician finds worn or unsafe components, homeowners receive clear repair recommendations.

Homeowners who want to continue receiving this special tune-up value in future years can upgrade to the World of Doors Elite Club Membership. The membership allows homeowners to lock in the $149 annual tune-up and safety inspection price for years to come, while also receiving added benefits throughout the year.

Elite Club Membership benefits include:

  • 10% discount on all new door and operator packages
  • 15% discount on all parts
  • 50% off emergency service rate
  • Surge protector on each opener
  • Priority scheduling with a guaranteed appointment within 24 hours
  • Annual battery replacements for remote controls and keypads
  • Lifetime warranty on any part World of Doors replaces

Details and enrollment are available on the Garage Door Specials page.

World of Doors provides garage door repair, garage door installation, garage door opener service, garage door tune-ups, and safety inspections across Chicagoland, including New Lenox, Frankfort, Mokena, Manhattan, Joliet, Orland Park, Tinley Park, Homer Glen, Lockport, and surrounding suburbs.

Homeowners are encouraged to schedule their August garage door tune-up early, as only 100 spots are available for the Back-to-School Garage Door Safety Special.

About World of Doors
World of Doors is a New Lenox-based garage door company serving homeowners throughout Chicagoland. The company provides garage door repair, garage door installation, garage door opener service, tune-ups, safety inspections, and maintenance solutions for residential garage door systems.

Media Contact

Organization: World of Doors

Contact Person: Sean McGuire

Website: https://worldofdoors.org/

Email: Send Email

Contact Number: +18152001255

Address:12620 Old Plank Dr

City: New Lenox

State: IL

Country:United States

Release id:47767

The post World of Doors Launches Back-to-School Garage Door Safety Special Across Chicagoland appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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