Press Release
Increasing risk of privacy leakage in the post-pandemic era,PlatON: Privacy Computing is the solution
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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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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COMTEX_451415498/2737/2024-04-25T14:48:46
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Press Release
Valley Spring Recovery Center Offers Comprehensive Addiction Therapies and Programs in Norwood, New Jersey
Norwood, New Jersey – Valley Spring Recovery Center, a reputable addiction treatment center, is dedicated to helping individuals overcome addiction and reclaim their lives. With a focus on personalized care and evidence-based treatment modalities, Valley Spring Recovery Center offers a comprehensive range of addiction therapies and programs designed to address the unique needs of each client.
At Valley Spring Recovery Center, addiction therapies play a pivotal role in the treatment process. Its therapy programs are customized to meet the specific needs of individuals struggling with substance abuse. From cognitive-behavioral therapy to mindfulness-based techniques, Valley Spring Recovery Center provides a supportive environment for clients to explore and address the underlying causes of their addiction. By incorporating a variety of therapeutic approaches, Valley Spring Recovery Center equips clients with the skills and coping mechanisms needed for sustainable recovery.
In addition to its addiction therapies, the drug rehab in Norwood offers specialized addiction programs tailored to meet the diverse needs of clients. Their programs include residential treatment, intensive outpatient programs, and sober living options, allowing individuals to choose the level of care that best suits their needs. With a focus on individualized treatment plans and ongoing support, Valley Spring Recovery Center empowers clients to achieve long-term sobriety and wellness.
Furthermore, Valley Spring Recovery also provides valuable resources and information through its Frequently Asked Questions (FAQ) section. This comprehensive FAQ section addresses common queries individuals may have about addiction, treatment options, and the recovery process. By offering clear and informative answers, Valley Spring Recovery Center aims to empower individuals and their loved ones with knowledge and understanding as they navigate the journey to sobriety.
Additionally, Valley Spring Recovery Center’s website features a dedicated section on addiction, providing insights into the nature of addiction, its effects on individuals and families, and the importance of seeking professional help. Through educational resources and articles, Valley Spring Recovery Center strives to raise awareness and reduce stigma surrounding addiction, encouraging individuals to take the first step towards recovery.
Individuals seeking effective addiction treatment in Norwood can rely on Valley Spring Recovery Center for compassionate care and evidence-based treatment. With a dedication to aiding clients in overcoming addiction and attaining enduring sobriety, Valley Spring Recovery Center stands as a guiding light for individuals facing substance abuse challenges.
About Valley Spring Recovery Center:
Valley Spring Recovery Center is a leading addiction treatment center located in Norwood, New Jersey. Committed to providing personalized care and evidence-based treatment modalities, Valley Spring Recovery Center offers a comprehensive range of addiction therapies and programs tailored to meet the unique needs of each client. With a focus on compassion and excellence, the addiction treatment center helps individuals break free from the cycle of addiction and embrace a healthier, more fulfilling life.
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COMTEX_451415501/2737/2024-04-25T14:48:48
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Press Release
Understanding the Facts: Aronfeld Trial Lawyers Analyzes Cruise Ship Accident Injury Statistics, Supports Victims in Seeking Legal Help
Aronfeld Trial Lawyers have extensive experience working with personal injury victims, especially cruise ship accident victims who have suffered minor or major accidents during their cruise ship experience. The lawyers have a rich history of representing numerous clients over the years and are now encouraging more individuals to step forward and assert their rights.
Speaking on why more cruise ship accident victims should step forward and get legal help, the lead attorney at the firm noted that there has been an alarming increase in the frequency of cruise ship accidents over the years. In recent statistics, it was revealed that over 663 injuries were recorded on various cruise ships across the United States, with women-related accidents and incidents accounting for over 62.7% of the injuries.
The attorney also revealed that the incidence rate has grown to 0.8 injuries per 1000 passenger days, with most victims suffering injuries while aboard the cruise ship and 3.6% of injuries reported ashore.
Speaking on the most common causes of injuries suffered by victims aboard cruise ships, Spencer Aronfeld, Esq. noted that operator negligence ranks high among the leading causes. He noted that victims of such injuries may be able to hold captains and cruise crew, as well as the owners and operators, accountable for their damages.
Spencer Aronfeld, Esq. also emphasized that weather and sea conditions have played a huge role in cruise ship injury cases. He further elaborated that many victims have faced distressing situations, including being thrown overboard or across decks, often during encounters with rogue waves, which are sudden, unpredictable waves that can reach as high as 100 feet. The lawyer also maintained that thunderstorms and fringes or hurricanes combined with improper safety aids can also lead to accidents aboard the cruise ship.
Cruise ship accident and injury victims looking to learn more about cruise ship injury lawyers from Aronfeld Trial Lawyers can rest assured that they are in great hands. The attorneys handle all kinds of cruise ship injury cases, including those caused by contaminated food and water, lack of adequate security and safety measures, cruise ship fires, and more.
Accident victims across the United States who wish to take action and file a claim can get in touch with Aronfeld Trial Lawyers as soon as possible via their hotline. The lawyers are happy to break down the complexities of cruise ship accidents while ensuring that clients stay within the statutory periods wherein cases must be filed.
The lawyers can be reached via phone at (305) 441-0440. They offer an initial consultation service to help clients understand their position and to help protect their chances of winning the claims case. Their office is located at 1 Alhambra Plaza Penthouse, Coral Gables, Florida 33134.
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Aronfeld Trial Lawyers
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COMTEX_451414892/2737/2024-04-25T14:38:25
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