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EU Still Asking For The Impossible (And The Unnecessary): ‘Lawful Access’ To Encrypted Material That Doesn’t Break Encryption – Techdirt

from the security-through-encryption-and-security-despite-encryption dept

A few months ago, Techdirt wrote about a terrible bill in the US that would effectively destroy privacy and security on the Internet by undermining encryption. Sadly, that's nothing new: the authorities have been whining about things "going dark" for years now. Moreover, this latest proposal is not just some US development. In an official document obtained by Statewatch (pdf), the current German Presidency of the Council of the European Union (one of the key organizations in the EU) has announced that it wants to move in the same direction (found via Netzpolitik). It aims to prepare:

an EU statement consolidating a common line on encryption at EU level in the area of internal security to support further developments and the dialogue with service providers. It should seek to find a proper balance between the protection of privacy, intellectual property protection and lawful law enforcement and judicial access, thereby stressing security through encryption as well as security despite encryption

In other words, the EU is still chasing the unicorn of "lawful access" to encrypted material without somehow breaking encryption. An accompanying unofficial "note" from the European Commission services lists some of what it calls "key considerations", but these are still chasing that unicorn without explaining how that can be done (pdf):

Technical solutions constituting a weakening or directly or indirectly banning of encryption will not be supported.

Technical solutions to access encrypted information should be used only where necessary, i.e. where they are effective and where other, less intrusive measures are not available. They must be proportionate, used in a targeted and in the least intrusive way.

Slightly more detail about the options is found in another unofficial note exploring "Technical solutions to detect child sexual abuse in end-to-end encrypted communications" (pdf). Most of the solutions involve installing detection tools on the user's device. That can be circumvented by using devices without the detection software, or using a service that does not install them. Perhaps the most interesting technical approach involves on-device homomorphic encryption with server-side hashing and matching:

In this solution, images are encrypted using a carefully chosen partially homomorphic encryption scheme (this enables an encrypted version of the hash to be computed from the encrypted image). The encrypted images are sent to the [online service provider] server for hashing and matching against an encrypted version of the hash list (the server does not have the homomorphic encryption keys).

But this only works for services that implement such a scheme, and it only applies to existing images, not general messages or even videos. Moreover, the technology to implement such an approach is still under development.

Essentially, the EU, like the US, is telling people to "nerd harder", and come up with a solution that allows lawful access, but does not break encryption. Since hard nerding for many decades has failed to produce a way of doing that, maybe it's time for the authorities to accept that it just can't be done. The good news is that doesn't matter. Techdirt has been explaining why for years: there are encryption workarounds that mean law enforcement and others can get what they need in other ways. Indeed, one of the EU papers mentioned above provides perhaps the best example of this approach (pdf):

The recent dismantling of the EncroChat network in a joint investigation coordinated by Eurojust and Europol shows the degree to which those involved in criminal activity utilise all available technology, such as crypto telephones, which go well beyond publicly available end-to-end encrypted services.

Although it cites the case of EncroChat -- a Europe-based encrypted mobile network widely used by organized crime there -- in an attempt to prove how serious the problem is, it actually does the opposite. As the detailed explanation of how EU police managed to hack into the network and place malware on handsets explains, breaking the encryption proved irrelevant, because the authorities found a workaround.

The EncroChat bust demonstrates something else that is generally overlooked. It is already clear that far from going dark, the authorities today have access to unprecedented quantities of useful information that can be used to track down suspects and prevent crimes. That's from things like social media and e-commerce sites. But as the EncroChat materials show, when criminals use closed, encrypted channels to communicate, they paradoxically open up, speaking freely about their past, present and future crimes, naming names, and giving detailed information about their activities. That means it's actually in the interest of the authorities to allow criminals and terrorists to use encrypted services. When workarounds are found, these hitherto secret channels provide greater quantities of high-quality intelligence than would ever be obtained if people knew their communications had backdoors and were therefore not safe.

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Thank you for reading this Techdirt post. With so many things competing for everyones attention these days, we really appreciate you giving us your time. We work hard every day to put quality content out there for our community.

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While other websites have resorted to paywalls, registration requirements, and increasingly annoying/intrusive advertising, we have always kept Techdirt open and available to anyone. But in order to continue doing so, we need your support. We offer a variety of ways for our readers to support us, from direct donations to special subscriptions and cool merchandise and every little bit helps. Thank you.

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Filed Under: encryption, eu, going dark, law enforcement, lawful access

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EU Still Asking For The Impossible (And The Unnecessary): 'Lawful Access' To Encrypted Material That Doesn't Break Encryption - Techdirt

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Encryption Software Market Report Examines Growth Overview And Predictions On Size, Share And Trend Through 2025 – The Daily Chronicle

The global Encryption Software market is carefully researched in the report while largely concentrating on top players and their business tactics, geographical expansion, market segments, competitive landscape, manufacturing, and pricing and cost structures. Each section of the research study is specially prepared to explore key aspects of the global Encryption Software market. For instance, the market dynamics section digs deep into the drivers, restraints, trends, and opportunities of the global Encryption Software Market. With qualitative and quantitative analysis, we help you with thorough and comprehensive research on the global Encryption Software market. We have also focused on SWOT, PESTLE, and Porters Five Forces analyses of the global Encryption Software market.

Our team of researchers have relied heavily upon all research-based conventions and internationally accepted practices to arrive at logical deductions that systematically tame favorable growth journey, despite challenges and odds. Researchers have significantly adhered to the primary and secondary research practices to arrive at logical conclusions in order to decipher the potential of various factors that steer relentless growth in global Encryption Software market.

Top Leading Key Players are:

IBM (US), Microsoft (US), Symantec (US), Thales e-Security (France), Trend Micro (Japan), Sophos (UK), Check Point (Israel), Micro Focus (UK), McAfee (US), Dell (US), WinMagic (US), ESET (US), Cryptomathic (Denmark), Bitdefender (Romania), Stormshield (France), and CipherCloud (US).

Get Sample PDF (including COVID19 Impact Analysis, full TOC, Tables and Figures) of Encryption Software Market @ https://www.adroitmarketresearch.com/contacts/request-sample/1055

COVID-19 Analysis: Global Encryption Software Market

Additionally, this report also includes substantial details on the pre and post COVID-19 scenarios, guiding report readers as well as market participants to comprehend the economic conditions and tangible implications upon business and growth prospects.

This high-end research report presentation governing the events and catalytic triggers prompting growth in the Encryption Software market is a detailed research initiative presented by our in house research professionals and seasoned analysts to unearth various developments and gauge their impact towards influencing the growth journey in global Encryption Software market. The report presentation takes note of the events and catalytical response that have crucially impacted the holistic growth journey.

Scope Evaluation: Global Encryption Software Market

Further in the subsequent sections of the report, report readers are equipped with ample understanding on various market derivers and barriers, regulatory protocols as well as prominent implementation models that evaluate new application potential as well as closely monitor the implementation models that collectively determine the future growth scope of the market, with dedicated references also of the past developments and events dominating forward journey in global keyword market.

This well integrated research report is aimed at offering report readers with holistic market specific knowledge sourced from primary and secondary research, highlighting minute details on prominent market developments, rendering a clear perspective of market valuation in terms of value and volume, with elaborate details on market trends, catastrophic market developments as well as a complete DROT analysis to harness profitable returns in global Encryption Software market.

Browse the complete report Along with TOC @ https://www.adroitmarketresearch.com/industry-reports/encryption-software-market

Based on application, the Market has been segmented into:

NA

Market Overview:

*Relevant detailing of competitive landscape, identifying top players and emerging ones are also included in the report to aid in successful evaluation of the market to encourage precise business discretion.*Further, the report houses crucial details on vital segment categorization of the global Encryption Software market, diversifying the market into types and application as dominant segment categories.*In the subsequent sections the report also adheres to the references of the various details on regional developments as well as country-specific nitty-gritty that document a steady growth prognosis in global Encryption Software market.*Additional information pertaining to sales channel optimization along with supply chain progresses and developments that relate to high potential growth in global Encryption Software market.*Other vital developments such as novel investment probabilities as well as success feasibility have also been minutely gauged in this report on global Encryption Software market.*The report has been systematically designed and presented in the form of tables and figures and other statistical to induce higher reader perception.*Relevant details on regional and country-wise details have also been included in the report to gauge into ongoing details that influence all-round growth in the global Encryption Software market.

The Encryption Software Market Report Consists of the Following Points:

1.The report consists of an overall prospect of the market that helps gain significant insights about the global market.2.The Encryption Software Market has been categorized based on types, applications, and regions. For an in-depth analysis and better understanding of the market, the key segments have been further categorized into sub-segments.3.The factors responsible for the growth of the market have been mentioned. This data has been gathered from primary and secondary sources by industry professionals. This provides an in-depth understanding of key segments and their future prospects.4.The report analyses the latest developments and the profiles of the leading competitors in the market.5.The Encryption Software Market research report offers an eight-year forecast.

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Adroit Market Research is an India-based business analytics and consulting company incorporated in 2018. Our target audience is a wide range of corporations, manufacturing companies, product/technology development institutions and industry associations that require understanding of a Markets size, key trends, participants and future outlook of an industry. We intend to become our clients knowledge partner and provide them with valuable Market insights to help create opportunities that increase their revenues. We follow a code- Explore, Learn and Transform. At our core, we are curious people who love to identify and understand industry patterns, create an insightful study around our findings and churn out money-making roadmaps.

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Russia Is Trying Something New to Isolate Its Internet From the Rest of the World – Slate

Photo illustration by Slate. Photos by Talaj/iStock/Getty Images Plus and Dmitry Astakhov/AFP via Getty Images. This article is part of the Free Speech Project, a collaboration between Future Tense and the Tech, Law, & Security Program at American University Washington College of Law that examines the ways technology is influencing how we think about speech.

On Wednesday, Sept. 30, at noon Eastern the Free Speech Project will host an hourlong online discussion about how the single global internet is splintering into smaller ones with geographic borders. For more information and to RSVP, visit the New America website.

Another component of internet-browsing is about to become criminal in Russia.

On Sept. 21, Russias Ministry of Digital Development, Communications, and Mass Media (Minkomsvyaz) released a draft law that would criminalize the use of internet protocols that, in its words, encrypt a website name. The specific protocols the law is targeting are a jargony alphabet soup: TLS 1.3, ESNI, DNS over HTTPS (DoH), and DNS over TLS (DoT). But theyre important encryption techniques that are already, to varying degrees, deployed online, including in Russia.

This marks another step in Russias push for a domestic internet that the state could tightly control and isolate from the world at will. (Thats the vision, anyway.) The draft law also highlights the authoritarian assault on the open internet playing out in the sometimes-overlooked domain of standards.

Shared protocols allow devices of all different types, produced by many different manufacturers, to communicate with one another through an agreed-upon set of technical rules for behavior. These standards are developed by a wide variety of experts in multistakeholder bodies. Whenever you log onto the internet, you receive an internet protocol addressa product of these kinds of shared protocols. Without said rules, internet communication would be a mess: Any time you landed in a country, youd have to head over to the airport gadget shop and make sure you didnt need a new, country-specific device to communicate with others. Similarly, if you and your friends didnt have the same kind of smartphone, thered be less guarantee of text or phone call compatibility.

Authoritarians, particularly in China and Russia, have long had qualms with these open and interoperable standards for those exact reasons: Its harder for governments to control data flows when there are no centralized chokepoints for authorities to seize, or when protocols themselves cloak user communications behind a veil of encryption, or when experts in some far-away meeting are deciding the technical protocols used to route data in their borders.

Thats why, in recent years, Moscow and Beijing have asserted more direct state control of internet standards domestically. Within Chinas borders, for instance, the state has altered key components of the internets data routing system to put the state more firmly in the drivers seat, sharply diverging from how internet routing functions outside China and on the Chinese internets periphery. Practically speaking, that means Beijing has more control over which data goes where. Russia and, in particular, China have also become more vocal in supporting their preferred, closed standards in international forumsones that could allow greater control. In other words, theyre working on exporting a model of closed standards. They hope that more state influence over internet standards development will help them advance their goals of creating greater sovereignty online.

This draft law is one of only many actions the Russian government has taken to undermine shared internet protocols within its borders. The Kremlin has been trying for yearsmost notably under a 2019 lawto wrest control within Russia of the Domain Name System, the internets phone book for addressing traffic. In the Kremlins view, controlling the Domain Name System would give it tighter rein over how traffic flows in the country as well as which devices are compatible with this envisioned Russian domestic internet. The specific protocols named with the recent draft law encrypt otherwise-visible information about a users destination thats linked to their data packets. For state authorities relying on access to that data for content censorship and surveillance, encryption is more than a mere thorn in the side.

Naturally, the draft law cites the enforcement of information control laws as justification for criminalizing these protocols use. These laws target child pornography, for instance, but they also target what many democracies would call protected political speech, like sharing knowledge of corruption or drawing attention to pervasive and often violent homophobia in Russian society. Russias internet and media regulator, the explanatory note says, has difficulty identifying the real network addresses of devices on external systems when these encryption protocols are used, reducing its ability to restrict online information.

In practice, surveillance, censorship, and internet isolation are deeply entangled in Russia. As with DNS, the Kremlin has made control of key internet protocols a central part of its plan for a domestic, isolatable internet in Russia. Part of that is moderating content, yes. But part of that is also being able to watch those communicating online, through pervasive surveillance add-ons to Russias digital infrastructure; its also about being able to develop key chokepoints for the internet in the country, so that its easier to exert control over the infrastructure than it is with a more decentralized system, both in software and in hardware. For a government with a far less technically sophisticated and established internet censorship system than the one run by counterparts in China, the Kremlins somewhat scattershot and roadblock-filled internet censorship approach depends on knowing who is saying what, when, and to whom. That allows the Russian state to use physical coercionshowing up and throwing someone in jail for saying the wrong thing onlinealongside technical internet restrictions.

Its extremely likely that the draft law will be enactedafter all, this is a country whose ruler once declared his plan to establish a dictatorship of the law. But internet control is a complicated wish, and this plan may not work exactly to the Kremlins liking. Historically speaking, when fine-grained filtering attempts have failed, the Kremlin has relied on sweeping techniques with collateral damage for citizens ability to access other websites. As the independent Russian news outlet Meduza reported, Russian internet and search giant Yandex already uses some of these protocols, which underscores the importance of company compliance here.

Standards are a growing point of conflict for the global internet, and they have been for some time. The multistakeholder bodies where these technical rules are developed are increasingly marked by a contest between a free, open, and interoperable internet model and one that prioritizes tight state control over information flows and internet architecture. Russia criminalizing the use of relatively agreed-upon internet protocols which directly employ encryption is just an illustration of this authoritarian movement against internet standards that underpin the web as we know it.

Future Tense is a partnership of Slate, New America, and Arizona State University that examines emerging technologies, public policy, and society.

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Network Encryption Market From 2020-2026: Growth Analysis By Manufacturers, Regions, Types And Applications – The Daily Chronicle

The Network Encryption Market research report includes Market Size, Upstream Situation, Market Segmentation, Network Encryption Market Segmentation, Price & Cost And Industry Environment. In addition, the report outlines the factors driving industry growth and the description of market channels. The Network Encryption Market profile also contains descriptions of the leading topmost manufactures/players like (Cisco, Thales Esecurity, Atos, Juniper Networks, Certes Networks, Rohde & Schwarz Cybersecurity, Adva, Gemalto, Nokia, Colt Technology Services, Aruba, Huawei, Ciena, Eci Telecom, Senetas, Viasat, F5 Networks, Raytheon, Arris, Stormshield, Atmedia, Securosys, Packetlight Networks, Quantum Corporation, Technical Communication Corporation) which including Capacity, Production, Price, Revenue, Cost, Gross, Gross Margin, Growth Rate, Import, Export, Network Encryption Market Share and Technological Developments. It covers Regional Segment Analysis, Type, Application, Major Manufactures, Network Encryption Industry Chain Analysis, Competitive Insights and Macroeconomic Analysis.

Get Free Sample PDF (including full TOC, Tables and Figures)of Network Encryption[emailprotected]https://www.researchmoz.us/enquiry.php?type=S&repid=2330458

Target Audience of the Global Network Encryption Market in Market Study:

Instantaneous of Network Encryption Market:Network encryption (sometimes called network layer, or network level encryption) is a network security process that applies crypto services at the network transfer layer above the data link level, but below the application level. The network transfer layers are layers 3 and 4 of the Open Systems Interconnection (OSI) reference model, the layers responsible for connectivity and routing between two end points. Using the existing network services and application software, network encryption is invisible to the end user and operates independently of any other encryption processes used. Data is encrypted only while in transit, existing as plaintext on the originating and receiving hosts.

On the basis on the end users/applications,this report focuses on the status and outlook for major applications/end users, sales volume, market share and growth rate of Network Encryption market foreach application, including-

Large Enterprises Small and Medium-Sized Enterprises

On the basis of product,this report displays the sales volume, revenue (Million USD), product price, market share and growth rate ofeach type, primarily split into-

Hardware Platform Services

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Geographically, the report includes the research on production, consumption, revenue, Network Encryption market share and growth rate, and forecast (2020-2026) of the following regions:

Some of the Major Highlights of TOC covers in Network Encryption Market Report:

Chapter 1: Methodology & Scope of Network Encryption Market

Chapter 2: Executive Summary of Network Encryption Market

Chapter 3: Network Encryption Industry Insights

Chapter 4: Network Encryption Market, By Region

Chapter 5: Company Profile

And Continue

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Encryption Software Market Size, Analytical Overview, Key Players, Growth Factors, Demand, Trends And Forecast to 2027 – The Daily Chronicle

Fort Collins, Colorado Reports Globe recently added the Encryption Software Market Research Report that provides a thorough investigation of the market scenario of the market size, share, demand, growth, trends, and forecast from 2020-2027. The report covers the impact analysis of the COVID-19 pandemic. COVID-19 pandemic has affected the export-import, demands, and trends of the industry and is expected to have some economic impact on the market. The report provides a comprehensive analysis of the impact of the pandemic on the overall industry and offers insights into a post-COVID-19 market scenario.

The report primarily mentions definitions, classifications, applications, and market overview of the Encryption Software industry. It also covers product portfolios, manufacturing processes, cost analysis, structures, and gross margin of the industry. It also provides a comprehensive analysis of the key competitors and their regional spread and market size.

Global Encryption Software Market was valued at 6.87 billion in 2019 and is projected to reach USD43.38 billion by 2027, growing at a CAGR of 27.96% from 2020 to 2027.

Get a sample of the report @ https://reportsglobe.com/download-sample/?rid=30360

Competitive Analysis:

The report provides a comprehensive analysis of the companies operating in the Encryption Software market, along with their overview, business plans, strengths, and weaknesses to provide a substantial analysis of the growth through the forecast period. The evaluation provides a competitive edge and understanding of their market position and strategies undertaken by them to gain a substantial market size in the global market.

Key features of the Report:

The report covers extensive analysis of the key market players in the market, along with their business overview, expansion plans, and strategies. The key players studied in the report include:

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Additionally, the report is furnished by the advanced analytical data from SWOT analysis, Porters Five Forces Analysis, Feasibility Analysis, and Investment Return Analysis. The report also provides a detailed analysis of the mergers, consolidations, acquisitions, partnerships, and government deals. Along with this, an in-depth analysis of current and emerging trends, opportunities, threats, limitations, entry-level barriers, restraints and drivers, and estimated market growth throughout the forecast period are offered in the report.

Market Breakdown:

The market breakdown provides market segmentation data based on the availability of the data and information. The market is segmented on the basis of types and applications.

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The report provides additional analysis about the key geographical segments of the Encryption Software Market and provides analysis about their current and previous share. Current and emerging trends, challenges, opportunities, and other influencing factors are presented in the report.

Regional analysis includes an in-depth study of the key geographical regions to gain a better understanding of the market and provide an accurate analysis. The regional analysis coversNorth America, Latin America, Europe, Asia-Pacific, and the Middle East & Africa.

Objectives of the Report:

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The inception of Reports Globe has been backed by providing clients with a holistic view of market conditions and future possibilities/opportunities to reap maximum profits out of their businesses and assist in decision making. Our team of in-house analysts and consultants works tirelessly to understand your needs and suggest the best possible solutions to fulfill your research requirements.

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Encryption Software Market Size, Analytical Overview, Key Players, Growth Factors, Demand, Trends And Forecast to 2027 - The Daily Chronicle

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Top Technologies To Achieve Security And Privacy Of Sensitive Data In AI Models – Analytics India Magazine

Companies today are leveraging more and more of user data to build models that improve their products and user experience. Companies are looking to measure user sentiments to develop products as per their need. However, this predictive capability using data can be harmful to individuals who wish to protect their privacy.

Building data models using sensitive personal data can undermine the privacy of users and can also cause damage to a person if the data gets leaked or misused. A simple solution that companies have employed for years is data anonymisation by removing personally identifiable information in datasets. But researchers have found that you can extract personal information from anonymised datasets using alternate data, something known as linkage attacks.

As anonymised data is not good enough, other techniques have been increasingly utilised by companies to preserve privacy and security of data. In this article, we will take a look at them.

Differential privacy is a technique for sharing knowledge or analytics about a dataset by drawing the patterns of groups within the dataset and at the same time reserving sensitive information concerning individuals in the dataset. The concept behind differential privacy is that if the effect of producing an arbitrary single change in the database is small enough, the query result cannot be utilised to infer much about any single person, and hence provides privacy. Another way to explain differential privacy is that it is a constraint on the algorithms applied to distribute aggregate information on a statistical database, which restricts the exposure of individual information of database entries.

Fundamentally, differential privacy works by adding enough random noise to data so that there are mathematical guarantees of individuals protection from reidentification. This helps in generating the results of data analysis which are the same whether or not a particular individual is included in the data.

Facebook has utilised the technique to protect sensitive data it made available to researchers analysing the effect of sharing misinformation on elections. Uber employs differential privacy to detect statistical trends in its user base without exposing personal information. Google also open-sourced its differential privacy library, an internal tool used by the organisation to safely extract insights from datasets which contain sensitive personal information of its users.

Based on cryptographic algorithms, Secure Multi-Party Computation (SMPC) allows multiple people to combine their private inputs to compute a function without revealing their inputs to each other. Parties can think of any function that they want to compute on private inputs, and they can exchange information and compute just the output of that particular function. Given the extraordinary advancements being made in the fields of artificial intelligence and machine learning, such a tool could be invaluable today.

For example, if a tech company provides a health diagnostic tool that is hosted on its cloud platform. Now, a patient with some sensitive medical information, and interface with the web tool and using SMPC, can execute diagnostics on their private data and learn whether the patient is at risk for some disease. All this can be done without the patient ever revealing anything about their confidential medical information to the tech company. In fact, it can be used in almost any scenario where information must be exchanged, and computation must be performed without trust in one another. One of the popular cryptographic algorithms used in the multi-party computation is Zero-Knowledge Proofs.

Standard machine learning approaches need centralising of training data on one machine or in a datacenter. And now companies like Google have built one of the most secure and robust cloud infrastructures for processing this data to make their services better. For models trained from user interaction with mobile devices, Google introduced a unique technique called Federated Learning.

TensorFlow Federated (TFF) by Google was also created to promote open research and experimentation with Federated Learning. It has been used, for instance, to train prediction models for mobile keyboards without the need to upload sensitive typing data to cloud servers.

Federated Learning allows mobile phones to collaboratively learn a shared ML model while keeping all the training data on the device, separating the ability to do data processing from the typical necessity of storing the data in the cloud.

According to Google, Federated Learning works by downloading the current model, which then improves itself by learning from data on the user phone. It then summarises the changes as a small, focused update. Only this update to the model is transferred to the cloud, utilising encrypted connection, where it is quickly averaged with other user updates to enhance the shared model. All the training data rests on the device, and no personal data is stored in the cloud.

Typically for running ML models, companies use data in an unencrypted format. Homomorphic encryption provides the capability to outsource the storage and computation of data to cloud environments in an encrypted form. Homomorphic encryption varies from typical encryption and multi-party computation methods in that it provides data processing to be done directly on encrypted data without needing access to a secret key.

Homomorphic encryption enables users to process ciphertexts to deliver desired results without decrypting the sensitive data. This can then be used to gather analytics, for example, on user data, without revealing the contents to the computation engine that is going to calculate the analytics. The output of such a process remains in an encrypted form and can be unveiled by the owner of the encryption key.

What is remarkable about homomorphic encryption is that people can achieve the same processing results (in encrypted form) by completing the computations on the encrypted data as they would have by performing it on unencrypted data. Research teams have shown that they can run machine learning algorithms on encrypted data using homomorphic encryption to preserve privacy.

Julia Computing, for instance, developed a process of applying homomorphic encryption run machine learning models on encrypted data. Here the user can send its encrypted data to the cloud using API and get the encrypted result from the machine learning models.

During the entire process, the data is neither decrypted nor stored in the cloud. Consequently, the cloud provider could not access the users data. Homomorphic encryption allows safe outsourcing of storage of computation on sensitive data to the cloud, but there are trade-offs with performance, protection and utility.

For most AI models, data is processed and inspected manually by humans to assure high quality for sophisticated AI learning. But human errors are inevitable. Human errors, incomplete data and differences from the original data may lead to unexpected outputs of AI learning. In this context, researchers have examined cases where AI learning data were inaccurate and insecure and called for the requirement for learning data management before machine learning is done.

Blockchain or distributed ledger technology can establish the integrity of training data. The data-preserving AI environment model is expected to prevent cyberattacks and data deterioration that may occur when raw data is utilised in an open network for collection and processing. The application of blockchain in this research can ensure data integrity to improve the reliability of AI.

Blockchain can encrypt and store the hashcode of raw data in separate time stamped block headers. At the time of processing data, the integrity of data can be verified and matched with any changes made in previous blocks. Through verifiable tracking of raw and processed datasets, blockchain can maintain optimum characteristics of the AI model.

Furthermore, it provides safety against malicious attacks on servers, such as DDoS (Distributed Denial Of Service), and prevents manipulation of data by insiders. In addition, blockchain is free from data leakage, thanks to inherent encryption utilised in the technique.

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Top Technologies To Achieve Security And Privacy Of Sensitive Data In AI Models - Analytics India Magazine

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Database Encryption Market Analysis and the Impact of COVID-19 Key Vendors, Growth Rate and Forecast To 2028 – The Daily Chronicle

Market Scenario of the Database Encryption Market:

The most recent Database Encryption Market Research study includes some significant activities of the current market size for the worldwide Database Encryption market. It presents a point by point analysis dependent on the exhaustive research of the market elements like market size, development situation, potential opportunities, and operation landscape and trend analysis. This report centers around the Database Encryption-business status, presents volume and worth, key market, product type, consumers, regions, and key players.

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The prominent players covered in this report: International Business Machines Corporation, Symantec Corporation, Intel Security (Mcafee), Microsoft Corporation, Oracle Corporation, Netapp, Inc., Hewlett-Packard Company, Vormetric, Sophos Ltd, Gemalto

The market is segmented into By Types (Transparent Encryption, File-system Encryption, Application-level Encryption, Column-level Encryption, Hashing and Key Management), By End User (SMBs and Enterprises), By Deployment Types (Cloud and On-premise), By Vertical (IT & Telecom, Banking, Financial Services, and Insurance (BFSI), Healthcare, Retail and E-commerce, Government & Public sectors, Aerospace & Defense , Others).

Geographical segments are North America, Europe, Asia Pacific, Middle East & Africa, and South America.

A 360 degree outline of the competitive scenario of the Global Database Encryption Market is presented by Quince Market Insights. It has a massive data allied to the recent product and technological developments in the markets.

It has a wide-ranging analysis of the impact of these advancements on the markets future growth, wide-ranging analysis of these extensions on the markets future growth. The research report studies the market in a detailed manner by explaining the key facets of the market that are foreseeable to have a countable stimulus on its developing extrapolations over the forecast period.

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This is anticipated to drive the Global Database Encryption Market over the forecast period. This research report covers the market landscape and its progress prospects in the near future. After studying key companies, the report focuses on the new entrants contributing to the growth of the market. Most companies in the Global Database Encryption Market are currently adopting new technological trends in the market.

Finally, the researchers throw light on different ways to discover the strengths, weaknesses, opportunities, and threats affecting the growth of the Global Database Encryption Market. The feasibility of the new report is also measured in this research report.

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Database Encryption Market Analysis and the Impact of COVID-19 Key Vendors, Growth Rate and Forecast To 2028 - The Daily Chronicle

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Cloud Encryption Market 2020 Global Share, Growth, Size, Opportunities, Trends, Regional Overview, Leading Company Analysis And Forecast To 2026 |…

Dataintelo, one of the worlds leading market research firms has rolled out a new report on Cloud Encryption market. The report is integrated with crucial insights on the market which will support the clients to make the right business decisions. This research will help both existing and new aspirants for Global Cloud Encryption Market to figure out and study market needs, market size, and competition. The report provides information about the supply and demand situation, the competitive scenario, and the challenges for market growth, market opportunities, and the threats faced by key players.

The report also includes the impact of the ongoing global crisis i.e. COVID-19 on the Cloud Encryption market and what the future holds for it. The pandemic of Coronavirus (COVID-19) has landed a major blow to every aspect of life globally. This has lead to various changes in market conditions. The swiftly transforming market scenario and initial and future assessment of the impact are covered in the report.

Request a sample Report of Cloud Encryption Market: https://dataintelo.com/request-sample/?reportId=84945

The report is fabricated by tracking the market performance since 2015 and is one of the most detailed reports. It also covers data varying according to region and country. The insights in the report are easy to understand and include pictorial representations. These insights are also applicable in real-time scenarios. Components such as market drivers, restraints, challenges, and opportunities for Cloud Encryption are explained in detail. Since the research team is tracking the data for the market from 2015, therefore any additional data requirement can be easily fulfilled.

The scope of the report has a wide spectrum extending from market scenarios to comparative pricing between major players, cost, and profit of the specified market regions. The numerical data is supported by statistical tools such as SWOT analysis, BCG matrix, SCOT analysis, and PESTLE analysis. The statistics are depicted in a graphical format for a clear picture of facts and figures.

The generated report is strongly based on primary research, interviews with top executives, news sources, and information insiders. Secondary research techniques are utilized for better understanding and clarity for data analysis.

The Cloud Encryption Market is divided into the following segments to have a better understanding:

By Application:

Banking, Financial Services, and Insurance (BFSI)HealthcareTelecom and ITGovernment and Public UtilitiesAerospace and DefenseRetailOthers

By Type:

Infrastructure-as-a-Service (IaaS)Software-as-a-Service (SaaS)Platform-as-a-Service (PaaS)

By Geographical Regions:

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The Cloud Encryption Market industry Analysis and Forecast 20192026 help clients with customized and syndicated reports holding key importance for professionals requiring data and market analytics. The report also calls for market-driven results providing feasibility studies for client requirements. Dataintelo promises qualified and verifiable aspects of market data operating in the real-time scenario. The analytical studies are carried out ensuring client requirements with a thorough understanding of market capacities in the real-time scenario.

Some of the prominent companies that are covered in this report:

Key players, major collaborations, merger & acquisitions along with trending innovation and business policies are reviewed in the report. Following is the list of key players:

CiphercloudGemaltoHytrustIBMNetskopeSecombaSkyhigh NetworksSophosSymantecThales E-SecurityTrend MicroVaultiveTWD Industries AGParablu

*Note: Additional companies can be included on request

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Dataintelo provides attractive discounts that fit your needs. Customization of the reports as per your requirement is also offered. Get in touch with our sales team, who will guarantee you a report that suits your needs.

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Cloud Encryption Market 2020 Global Share, Growth, Size, Opportunities, Trends, Regional Overview, Leading Company Analysis And Forecast To 2026 |...

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Cloud Encryption Technology Market Size, Analytical Overview, Key Players, Growth Factors, Demand, Trends And Forecast to 2027 – The Daily Chronicle

Fort Collins, Colorado Reports Globe recently added the Cloud Encryption Technology Market Research Report that provides a thorough investigation of the market scenario of the market size, share, demand, growth, trends, and forecast from 2020-2027. The report covers the impact analysis of the COVID-19 pandemic. COVID-19 pandemic has affected the export-import, demands, and trends of the industry and is expected to have some economic impact on the market. The report provides a comprehensive analysis of the impact of the pandemic on the overall industry and offers insights into a post-COVID-19 market scenario.

The report primarily mentions definitions, classifications, applications, and market overview of the Cloud Encryption Technology industry. It also covers product portfolios, manufacturing processes, cost analysis, structures, and gross margin of the industry. It also provides a comprehensive analysis of the key competitors and their regional spread and market size.

Global Cloud Encryption Technology Market valued approximately USD 529.5 million in 2016 is anticipated to grow with a healthy growth rate of more than 30.3% over the forecast period 2017-2025.

Get a sample of the report @ https://reportsglobe.com/download-sample/?rid=8177

Competitive Analysis:

The report provides a comprehensive analysis of the companies operating in the Cloud Encryption Technology market, along with their overview, business plans, strengths, and weaknesses to provide a substantial analysis of the growth through the forecast period. The evaluation provides a competitive edge and understanding of their market position and strategies undertaken by them to gain a substantial market size in the global market.

Key features of the Report:

The report covers extensive analysis of the key market players in the market, along with their business overview, expansion plans, and strategies. The key players studied in the report include:

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Additionally, the report is furnished by the advanced analytical data from SWOT analysis, Porters Five Forces Analysis, Feasibility Analysis, and Investment Return Analysis. The report also provides a detailed analysis of the mergers, consolidations, acquisitions, partnerships, and government deals. Along with this, an in-depth analysis of current and emerging trends, opportunities, threats, limitations, entry-level barriers, restraints and drivers, and estimated market growth throughout the forecast period are offered in the report.

Market Breakdown:

The market breakdown provides market segmentation data based on the availability of the data and information. The market is segmented on the basis of types and applications.

By Component:

By Service Model:

By Cloud Deployment:

By Organizational size

By Vertical:

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The report provides additional analysis about the key geographical segments of the Cloud Encryption Technology Market and provides analysis about their current and previous share. Current and emerging trends, challenges, opportunities, and other influencing factors are presented in the report.

Regional analysis includes an in-depth study of the key geographical regions to gain a better understanding of the market and provide an accurate analysis. The regional analysis coversNorth America, Latin America, Europe, Asia-Pacific, and the Middle East & Africa.

Objectives of the Report:

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Cloud Encryption Technology Market Size, Analytical Overview, Key Players, Growth Factors, Demand, Trends And Forecast to 2027 - The Daily Chronicle

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WhatsApp says end-to-end encryption to protects chats among app however not cloud backups – Stanford Arts Review

WhatsApp, the electronic messaging service app announces a press release recently informative that end-to-end encrypted chats on the platform are powerfully protected. The Narcotics management Bureau (NCB) appearance to research the names that emerged within the alleged drug nexus. This gave rise to queries around the privacy and security of WhatsApp.

It is vital to recollect that individuals register on WhatsApp mistreatment solely a sign, and WhatsApp does not have access to your message content, a WhatsApp advocate told IANS. WhatsApp follows few important operation systems like sturdy passwords or biometric IDs to stop third parties from accessing content keep on the device.

The backup to Google Drive could be a straightforward manner of backing up chat history therefore if you alter devices or get a replacement once the info isnt lost. Thus our chats will be private to our drive and will not spread across other public sites or even WhatsApp team.

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WhatsApp says end-to-end encryption to protects chats among app however not cloud backups - Stanford Arts Review

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