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Application Hosting Market | Global Industry Analysis, Segments, Top Key Players, Drivers and Trends to 2027 – Cole of Duty

The objective of Application Hosting market report is to provide a detailed analysis of ICT industry and its impact based on applications and on different geographical regions, strategically analyse the growth trends, and future prospects. By keeping in mind the way people live, believe, and expend, market research analysis has been carried out to provide quality market insights. The company profiles of all the key players and brands that are dominating the Application Hosting market with moves like product launches, joint ventures, mergers and acquisitions which in turn is affecting the sales, import, export, revenue and CAGR values are mentioned in the report.

Application Hosting report is most relevant, exclusive, fair and creditable international market research report which converts complex market insights into simpler version. With this Application Hosting report you can focus on the data and realities of ICT industry which helps to keep you on the right path. Application Hosting market report is mainly segmented based on type, application, and region. The competitive landscape section of the report provides a clear insight into the market share analysis of key industry players. This Application Hosting market analysis gives an examination of various segments that are relied upon to witness the quickest development amid the estimate forecast frame.

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The Covid-19 (coronavirus) pandemic is impacting society and the overall economy across the world. The impact of this pandemic is growing day by day as well as affecting the supply chain. The COVID-19 crisis is creating uncertainty in the stock market, massive slowing of supply chain, falling business confidence, and increasing panic among the customer segments. The overall effect of the pandemic is impacting the production process of several industries. This report on Application Hosting Market provides the analysis on impact on Covid-19 on various business segments and country markets. The reports also showcase market trends and forecast to 2027, factoring the impact of Covid -19 Situation.

The application hosting is a Software-as-a-Service (SaaS) solution that is fueled from remote cloud infrastructure and is reachable globally through the internet. Also, hosted applications enable end-users to perform and operate a software application completely from the cloud on a recurring subscription. In simple terms, application hosting is a service that offers computing platforms that allows delivery of software via the internet and can deliver an operational platform for any software application. Furthermore, application hosting helps businesses situated in diverse geographies to leverage applications that are hosted online.

Competitive Landscape: Application Hosting market

1. Amazon Web Services2. IBM3. Rackspace4. Google5. Liquid Web6. Microsoft7. Sungard AS8. DXC Technology Company9. Apprenda10. NaviSite

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The Global Application Hosting Market Analysis to 2027 is a specialized and in-depth study of the Application hosting market with a special focus on the global market trend analysis. The report aims to provide an overview of Application hosting market with detailed market segmentation by hosting type, service type, application type, organization size, vertical. The global Application hosting market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Application hosting market players and offers key trends and opportunities in the Application hosting market.

Chapter Details of Application Hosting Market:

Part 01: Executive Summary

Part 02: Scope of The Report

Part 03: Application Hosting Market Landscape

Part 04: Application Hosting Market Sizing

Part 05: Application Hosting Market Segmentation by Product

Part 06: Five Forces Analysis

Part 07: Customer Landscape

Part 08: Geographic Landscape

Part 09: Decision Framework

Part 10: Drivers and Challenges

Part 11: Market Trends

Part 12: Vendor Landscape

Part 13: Vendor Analysis

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Answers that the report acknowledges:

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Professional Services Automation Market Key Vendors, Analysis by Growth and Revolutionary Opportunities by 2025 – Apsters News

Global Professional Services Automation Market: Snapshot

The global market for professional services automation is expected to expand alongside the adoption of automation technologies across commercial units. Professional Services automation refers to the creation of automated systems for bill generation, expense monitoring, time tracking, and resource allocation in companies or businesses. Professional services automation offers a wide range of benefits to organizations in the form of reduced processing time, improved efficiency, satisfied customers, and reduced costs. International companies are on the lookout for options that can help them function with agility and nimbleness. In order to do this, it is extremely important for these companies to shorten their chain of operation by effectuating smarter systems.

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Hence, the demand for professional services automation is expected to be driven by the efforts of organizations to bring about standardization on the operational front. Furthermore, the quest to achieve customer satisfaction has also driven demand within the global market for professional service automation. Artificial intelligence (AI) has emerged as the backbone of automation technologies and has revolutionized the way companies look at their operations. This penetration of AI into the framework of organizations has also led to the growth of the global market for professional services automation.

The swift adoption of automation technologies across North America has been the key reason behind the growth of the market for professional services automation in the region. Furthermore, the markets in Europe and Asia Pacific are also expected to expand on account of the emergence of new companies with advanced operational benchmarks and better recourse.

Global Professional Services Automation Market: Overview

Professional service automation systems are a type of software products that are designed to aid professional services and companies to streamline numerous operations, enhance their efficiency, and gain a higher profitability and productivity. These systems can be seen as a complete business solutions and have a variety of capacities which include billing, project management, time tracking, expense management, invoice management, and resource allocation.

The global market for Professional Services Automation could be segmented in terms of the different solution types and services provided. The global market could also be segmented in terms of the type of deployment, size of organization, and by geography. Such in depth and precise segmentation of the global Professional Services Automation market offered by the report helps in grasping the all-round growth prospects and the future outlook of the different segments of the market and thus, helping the potential buyers to make informed decisions while investing in the market.

The report on Professional Services Automation market provides the analysis and forecast on regional as well as global level. It offers historical data of the year 2016 along with the anticipated data of 2017, and a forecast data up to year 2022 in terms of revenue as well as volume. The report also provide vital driving and impeding factors for the development of the global Professional Services Automation market and their impact on each region over the duration of the given forecast period. The report also offeres the value chain analysis of the market with a list of manufacturers. The research report on the global market for Professional Services Automation provides vital growth prospects and key trends and opportunities that may come up in the market over the course of the given forecast period. The research report is the result of in-depth and extensive primary as well as secondary research methodologies backed by crucial market insights offered by the industry professionals.

Global Professional Services Automation Market: Trends and Opportunities

Of the two vital methods of deployment of the Professional Services Automation (PSA) systems are on premise-PSA and cloud PSA products and services. These services are hosted on cloud platforms and are gaining increasing popularity, specifically among the medium and small sized companies. The several advantages of cloud hosting with respect to disaster recovery, flexibility, diminished infrastructure development, and increased collaboration cost are some of the key factors expected to drive the overall growth of the global Professional Services Automation market over the coming years. In addition to this, the growing inclusion of tablets, smartphones and other gadgets to the internal networks of the companies are also expected to help in driving market growth.

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Global Professional Services Automation Market: Market Potential

A recent observation found by the industry experts that AI (artificial intelligence) can considerably add benefits to the global Professional Services industry. It is expected to create a huge wave both in terms of adoption and uptake with automation industry likely to be heading towards the heavy use of AI. AI is expected to be the future of computer technology and with automation of the professional services, it is only time the market is can experience the impact of AI in the professional services industry

Global Professional Services Automation Market: Geographical Segmentation

The global Professional Services Automation can be segmented into key regions such as North America, Middle East and Africa, Europe, Asia Pacific, and Latin America.

Global Professional Services Automation Market: Key Players

Some of the key players in the global market include names such as FinancialForce PSA, Deltek, Projector PSA, and Autotask Corporation among others

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VyOS and FastNetMon Announce Integration | 2020-07-01 | Press Releases – Stockhouse

BARCELONA, Spain and LONDON, July 1, 2020 /PRNewswire/ -- Sentrium has established a partnership with FastNetMon to provide official support for those customers who are interested not only in a reliable router but also in protection against various DDoS attacks. This collaboration will help bring both companies in a position to give more value to current customers and attract new ones.

The advantage of such cooperation is the opportunity for customers to get a powerful customizable platform for network devices with the ability to detect and filter out only malicious traffic flowing into or from the customer's network.

VyOS is known as a fully open-source network OS that runs on a wide range of hardware, virtual machines, and cloud providers and offers features for any networks, small and large.

Yuriy Andamasov, Community and Business Coordinator of VyOS Project said: "We are greatly interested when it comes to collaboration with FastNetMon. This partnership is very exciting for both organizations. It combines the solutions which, through defined development and testing methodologies, will satisfy the needs of even the most demanding customers. We believe that the best way to reach and support more small, mid-sized, and enterprise businesses and their clients is via this integration."

Pavel Odintsov, Project Founder said: ''We are really happy to start our cooperation with VyOS project and offer smooth integration between our products for benefits of the customers. Routing platform configuration for reliable and fast DDoS detection is very challenging task and we're going to rely on proven and solid platform provided by VyOS team to address this challenge.''

While the main development of the joint integration of both products are in the process, learn more about using use FastNetMon Advanced with VyOS routing on the links:

- FastNetMon VyOS Netflow configuration

- FastNetMon VyOS sFlow v5 configuration

About VyOS

VyOS project started in 2013 as a fork of Vyatta Core when the open-source Vyatta version was discontinued.

Now VyOS is a fully open-source network OS that provides a wide range of features for any network, from small business to Internet service provider. It runs on commodity x86 hardware from desktop router boards to large servers, as well as virtualized in all popular hypervisors and multiple cloud hosting platforms including VMware, KVM, Xen, Amazon EC2, Microsoft Azure, Google Cloud Platform and more.

Its aim is to provide the reliability and user experience of traditional hardware routers, without getting tied to any specified hardware or software vendor. Unified command-line interface and HTTP API for all functions, built-in configuration versioning and archiving, and reversible image upgrades allow network admins to make configuration changes easily.

https://sentrium.io,https://vyos.io

About FastNetMon

FastNetMon was started as an open-source project for DDoS detection. From the first days of the project, we were heavily committed to the open-source community.

FastNetMon protects more than nine thousand customers from DDoS. It can detect all most popular volumetric attack types and immediately block them with BGP blackhole or BGP flow spec rules (in Advanced Edition only). Solid support for all top network vendors provides easy and fast set up on a network.

FastNetMon is a very high-performance DDoS detector built on top of multiple packet capture engines: NetFlow, IPFIX, sFlow, and SPAN/port mirror. Instant attack detection (from 2 sec), unlimited scalability (tested up to 2.5 Tbits and 3 millions of flow/s) and rich traffic reports provide reliable protection of your network.

https://fastnetmon.com

Logo: https://mma.prnewswire.com/media/1135214/Sentrium_Vyos_Logo.jpg

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India bans 59 Chinese apps including TikTok and WeChat – Data Economy

The opening is part of Oracles global plans to operate 36 second-generation Cloud regions by the end of 2020.

Oracle has announced its second Cloud region in Hyderabad to support customer demand for enterprise cloud services in India.

The opening follows the launch of its Mumbai Cloud region in 2019, making India Oracles latest country with multiple cloud regions available.

With this launch, India joins the US, Canada, Japan, Australia, South Korea, and the European Union in having multiple Oracle Cloud regions that facilitate enterprise-class disaster recovery strategies.

Enterprises across JAPAC are turning to Oracle Cloud to rapidly improve performance and accelerate innovation to launch new products faster to market and create incredible customer experiences, said Garrett Ilg, Executive Vice President, Japan and Asia Pacific, Oracle.

With Oracle opening dual cloud regions in Australia, Japan, Korea and now India, we are further renewing our commitment to support growth in the new decade.

In addition to the Hyderabad Cloud Region, Oracle recently announced the opening of five Oracle Cloud regions in Melbourne (Australia), Jeddah (Saudi Arabia), Osaka (Japan), Amsterdam (the Netherlands) and Chuncheon (South Korea).

A large number of Indian organisations are looking to change growth orbits with greater focus on cloud-led innovation, said Shailender Kumar, Regional Managing Director, Oracle India.

With two Oracle Cloud regions live in India, were fully geared to support our 15000 plus customers in their innovation journey, with adequate support by nearly 1000 specialised Oracle partners.

Oracle opened 20 Cloud regions in the past year and currently operates 24 regions globally 16 commercial and six government.

By the end of this year, the company plans to open additional new cloud regions in the US (San Jose, CA), Brazil (Vinhedo), the UK (Cardiff, Wales), Singapore, Israel, South Africa (Johannesburg), Chile (Santiago), Saudi Arabia and two in the United Arab Emirates.

Oracle continues to be a trusted technology partner for us, powering a large number of our citizen-centric services, said Jayesh Ranjan, Principal Secretary, Industries & Commerce (I&C) and Information Technology (IT), Government of Telangana.

We congratulate Oracle India on opening their second Cloud region in Hyderabad. This will surely help both public and private enterprises in our state to take advantage of Oracle cloud services.

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Global Bare Metal Cloud Market with Covid-19 Effect Analysis | likewise Industry is Booming Globaly with Key Players IBM Corporation, Oracle…

Due to the pandemic, we have included a special section on the Impact of COVID 19 on the Bare Metal CloudMarket which would mention How the Covid-19 is Affecting the Industry, Market Trends and Potential Opportunities in the COVID-19 Landscape, Key Regions and Proposal for Bare Metal Cloud Market Players to battle Covid-19 Impact.

The Bare Metal CloudMarket report is one of the most comprehensive and important data about business strategies, qualitative and quantitative analysis of Global Market. It offers detailed research and analysis of key aspects of the Bare Metal Cloud market. The market analysts authoring this report have provided in-depth information on leading growth drivers, restraints, challenges, trends, and opportunities to offer a complete analysis of the Bare Metal Cloud market.

Top Leading players covered in the Bare Metal Cloud market report: IBM Corporation, Oracle Corporation, Centurylink Incorporation, Rackspace Hosting, Incorporation, Internap Corporation, Packet and More

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The report offers clear guidelines for players to cement a position of strength in the global Bare Metal Cloud market. It prepares them to face future challenges and take advantage of lucrative opportunities by providing a broad analysis of market conditions. the global Bare Metal Cloud market will showcase a steadyCAGR in the forecast year 2020 to 2026.

Market Segment by Type covers:Networking ServicesDatabase ServicesIdentity and Access Management ServicesVolume and Object Storage ServicesProfessional ServicesManaged Services

Market Segment by Application covers:Banking, Financial Services, and InsuranceGovernmentHealthcareRetailManufacturingIT and TelecomOthers

Our Complimentary Sample Bare Metal Cloud market Report Accommodate a Brief Introduction of the research report, TOC, List of Tables and Figures, Competitive Landscape and Geographic Segmentation, Innovation and Future Developments Based on Research Methodology.

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Regions Covered in the Global Bare Metal Cloud Market: The Middle East and Africa (GCC Countries and Egypt) North America (the United States, Mexico, and Canada) South America (Brazil etc.) Europe (Turkey, Germany, Russia UK, Italy, France, etc.) Asia-Pacific (Vietnam, China, Malaysia, Japan, Philippines, Korea, Thailand, India, Indonesia, and Australia)

Years Considered to Estimate the Bare Metal Cloud Market Size:History Year: 2015-2019Base Year: 2019Estimated Year: 2020Forecast Year: 2020-2026

Highlights of the Report: Accurate market size and CAGR forecasts for the period 2019-2026 Identification and in-depth assessment of growth opportunities in key segments and regions Detailed company profiling of top players of the global Bare Metal Cloud market Exhaustive research on innovation and other trends of the global Bare Metal Cloud market Reliable industry value chain and supply chain analysis Comprehensive analysis of important growth drivers, restraints, challenges, and growth prospects

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Artificial Intelligence Technology | VantagePoint

The Birth of Artifical Intelligence

Artificial intelligence (A.I.) is said to have had its humble beginning in 1956 at a summer-long conference called the Dartmouth Summer Research Project on Artificial Intelligence. The purpose of the conference was to investigate which aspects of human learning could be programmed into thinking machines, the precursor to computers. The intent was to find ways for these thinking machines to solve problems and learn from their mistakes, just as humans do.

Since then, Artificial intelligence has not so quietly been the engine behind transformative changes in how people think, make buying decisions, and relate to one another in a way while redefining the very definition of community, friendship and social discourse.

AI is disrupting the status quo across a broad cross section of industries by demonstrating its superiority and effectiveness as a powerful data mining, pattern recognition and forecasting tool that can tackle challenges that no human or other mathematical-based technology can achieve.

Siri (Apple) and Alexa (Amazon), have already worked their way into our daily lives as A.I. personal assistants. Social media platforms like Facebook have helped warm up the public to this disruptive technology that is reshaping nearly every industry and government worldwide.

Now, with more than 60 years of progress, this transformative technology is poised to make the difference between growth and decline for businesses worldwide as it disrupts and transforms practically every aspect of the human experience touched by technology.

Artificial intelligence, as its been understood to date by the public, conjures up fearful images of armies of robots rising up and challenging humankind for supremacy in intelligence as well as in physical prowess. Taken to its logical extreme this doomsday perspective of this incredible predictive technology has been widely promoted over the years in science fiction books and in big screen horror movies. While such fears are not entirely unfounded, they are, at this point in history, quite premature given the current state-of-the-art in artificial intelligence.

Yet, despite these concerns and even fear of where this technology will take us over the next century, artificial intelligence has, not so quietly, been the engine behind transformative changes in how people think, make buying decisions, and relate to one another in a way which has been redefining the very definition of community, friendship and every other aspect of social discourse. These changes to date have been mainly due to the application of A.I. to such areas as facial recognition and speech recognition, within the overall general arena known as pattern recognition.

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5 ways artificial intelligence helps students learn | The …

Whether we discuss K-12 or academic students, the role of education is to prepare young minds for future development as best as possible. With the continued rise of artificial intelligence (AI) technologies, being familiar with emerging new tech has become a necessity for students across the globe. According to Adobe, AI has become a norm due to its application in data processing, with worldwide data growth projected to increase by 61 percent by 2025. Additionally, demand for AI-enabled talent has increased twofold in the past years, with tech and financial service companies absorbing 60 percent of young graduates.

This data paints a clear image of the world we live in, as we move away from manual labor and into automation and machine learning. However, simply plugging AI technologies into a classroom without rhyme or reason wont help students reach their zenithquite the opposite in fact.

Lets take a look at what role teachers of today have in the world of tomorrow, as well as the benefits of AI in classrooms.

Before we discuss the net positives of AI in student learning, we should evaluate the position of teachers in the process. According to Upskilled, 48 percent of educators have a strong interest in professional development using digital learning technologies to increase their students engagement and achievements. However, around 75 percent of teachers find their workloads unmanageable, as student personalization and curation demands increase each year.

When we discuss AI in education,our first thought goes to the ethical question of using digital technologies with minors who are unfamiliar with it. However, with the internet and social media at their fingertips, children of today are far more tech-savvy than previous generations, making them fit for AI-enabled education. Brian Sinclair, Academic Advisor at Trust My Paper, spoke on the matter recently: The future is already here. Conservatism and hesitation in terms of active involvement of AI and digital technologies in classrooms can severely handicap students in regards to future career prospects. It falls on the shoulders of teachers and academia to bite the proverbial bullet and offer new learning opportunities to their student bodies.

In such an environment, the role of teachers is to act as supervisors, intermediaries, mentors, and advisorsnot as de facto sources of knowledge. Thus, teachers workload becomes more manageable; while each student receives the attention they require in developing much-needed future-proof skillsets.

So, what are the concrete ways in which classrooms benefit from AI integration in 2020 and beyond?

As with any aspect of personal development, every student requires a certain degree of personalization when it comes to his or her education. While some students may excel in STEM fields, others might lean toward arts and crafts, which pose a problem for teachers in regards to curation.

Luckily, by integrating AI technologies as a means to automate mundane tasks related to data processing, teachers can spend more time with their students. Thus, every student can receive more attention, guidance, and mentorship than they otherwise would thanks to newly-implemented AI-based assistance. Its worth noting, however, that teachers still have the final say in all AI findings and conclusions, relying on the technology only as a tool. This can help keep education grounded firmly in human relations and avoid dystopian situations where AI is solely responsible for the wellbeing of young minds.

Grading is an important yet taxing process that requires teachers, especially in K-12, to assess each students body of work with great care and consideration. However, this is sometimes impossible due to the simple fact that teachers are human beings with limited time and energy.

AI technologies can thus find their place in the classroom environment as student assessment algorithms which can help in grading individual projects, papers, and tests. Such assessment can be especially useful in STEM subjects where solutions are somewhat predictable (not in academic levels, however). Again, using AI in such a way can further elevate teachers attention toward students themselves rather than paperwork, the bane of formal education.

There are a plethora of benefits to be found in distance-enabled learning, not the least of which is the ability to facilitate a global classroom. Students from across the world can collaborate via AI-enabled platforms with the supervision and guidance of their teachers developing a variety of soft and hard skills.

Mathew Riley, Education Specialist at Top Essay Writing and Content Writer at Best Essay Education spoke briefly: The world has become smaller. Those of us that belong in the millennial and older generations dont have the perspective of todays youth when it comes to digital technologies. That being said, todays K-12 students are far more apt and welcoming of distance-learning platforms than any of those which preceded them.

As weve touched on previously, integrating AI into classrooms during K-12 education can drastically improve students aptitude in IT and tech-related fields. This is further bolstered by the fact that todays employers already favor candidates with technological literacy far more than their peers.

Further study by Adobe shows that only 17 percent of adults are confident in their ability to use digital tools to pursue further career development. Additionally, 57 percent of employers reinforce the value of soft digital skills in addition to hard skills like programming in terms of digital employee literacy. Thus, students who come into contact with meaningful AI-based learning at an early age wont have issues with grasping more advanced technological concepts more quickly.

While one-way feedback from a teacher to student isnt anything new, the opposite can become a revolutionary educational change thanks to AI-based algorithms. Gathering student feedback in regards to AI implementation and subsequent reevaluation of curriculum content can become a reality.

Teachers can use the opportunity to enable chatbots or similar AI algorithms to engage students after each study session and gather comments and suggestions frequently. Thus, students become active participants in how and what they will learn going forward. This can result in much higher student interest in the learning process, as their voices will start to matter more than ever before.

The prospect of integrating artificial intelligence into classrooms around the world is as wonderful as it is demanding for teachers and students alike. Like any change, the transition toward digital technologies and away from analogue will take years until it functions as intended. However, pioneering an innovative way of teaching, and learning, should be enough to get anyone excited about AI in education.

Author Bio: Kristin Savage nourishes, sparks and empowers using the magic of a word. Now she works as a freelance writer at Supremedissertations and ClassyEssay, Kristin also does some editing work at GrabMyEssay. Along with pursuing her degree in Creative Writing, Kristin was gaining experience in the publishing industry, with expertise in marketing strategy for publishers and authors.

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Artificial Intelligence and Global Security | Center for a …

The CNAS Artificial Intelligence and Global Security Initiative explores how the artificial intelligence (AI) revolution could lead to changes in global power, the character of conflict, and crisis stability. The Initiative also examines the security dimensions of AI safety and prospects for international cooperation.

This research initiative is informed by the Task Force on Artificial Intelligence and National Security and the Artificial Intelligence and International Stability Project. The AI Task Force, composed of private industry leaders, former senior government officials, and academic experts, is co-chaired by former Deputy Secretary of Defense Robert O. Work and Dr. Andrew Moore, Head of Google Cloud Artificial Intelligence. The AI and International Stability Project is building a community of practice from academia, business, and government policymakers to understand how AI is likely to develop and shape the international security environment.

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Learn more about how the United States can maintain its artificial intelligence leadership in a new era of global competition.

Research agenda

The Initiatives research agenda covers a range of issues related to the implications of the AI revolution for global security, including:

Reports and analysis

Media

Senior Fellow and Director, Technology and National Security Program

Senior Fellow, Technology and National Security Program

Fellow, Technology and National Security Program

Adjunct Senior Fellow, Technology and National Security Program

Adjunct Senior Fellow, Technology and National Security Program

Adjunct Senior Fellow, Technology and National Security Program

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Second plenary meeting of the Ad Hoc Committee on Artificial Intelligence (CAHAI) – Council of Europe

Directorate General Human Rights and Rule of Law, Council of Europe

The second plenary meeting of the Ad Hoc Committee on Artificial Intelligence (CAHAI) will be held from 6 to 8 July 2020, bringing together representatives of the 47 Council of Europe member states, observer states (Canada, USA, Holy See, Japan, Mexico) as well as civil society, academia and the Council of Europe's Internet partners.

The CAHAI observer group is expanding with the participation for the first time of Israel and 12 new stakeholders. Other international organisations (EU, OECD, UNESCO) will also contribute to CAHAIs work.

CAHAI members will make concrete proposals on the feasibility study of a future legal framework on artificial intelligence (AI) based on human rights, democracy and the rule of law. In this connection, they will address issues such as the mapping of legal instruments applicable to AI and the opportunities and risks arising from the design, development and application of AI on human rights, rule of law and democracy, which have already been subject of a preliminary analysis.

Other issues such the scope and main elements of the above-mentioned legal framework will also be discussed.

This will provide the necessary impetus for the preparation of the first draft of the feasibility study, which will be presented at the CAHAI plenary meeting in December 2020.

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Security Think Tank: Artificial intelligence will be no silver bullet for security – ComputerWeekly.com

By

Published: 03 Jul 2020

Undoubtedly, artificial intelligence (AI) is able to support organisations in tackling their threat landscape and the widening of vulnerabilities as criminals have become more sophisticated. However, AI is no silver bullet when it comes to protecting assets and organisations should be thinking about cyber augmentation, rather than just the automation of cyber security alone.

Areas where AI can currently be deployed include the training of a system to identify even the smallest behaviours of ransomware and malware attacks before it enters the system and then isolate them from that system.

Other examples include automated phishing and data theft detection which are extremely helpful as they involve a real-time response. Context-aware behavioural analytics are also interesting, offering the possibility to immediately spot a change in user behaviour which could signal an attack.

The above are all examples of where machine learning and AI can be useful. However, over-reliance and false assurance could present another problem: As AI improves at safeguarding assets, so too does it improve attacking them. As cutting-edge technologies are applied to improve security, cyber criminals are using the same innovations to get an edge over these defences.

Typical attacks can involve the gathering of information about a system or sabotaging an AI system by flooding it with requests.

Elsewhere, so-called deepfakes are proving a relatively new area of fraud that poses unprecedented challenges. We already know that cyber criminals can litter the web with fakes that can be almost impossible to distinguish real news from fake.

The consequences are such that many legislators and regulators are contemplating the establishment of rule and law to govern this phenomenon. For organisations, this means that deepfakes could lead to much more complex phishing in future, targeting employees by mimicking corporate writing styles or even individual writing style.

In a nutshell, AI can augment cyber security so long as organisations know its limitations and have a clear strategy focusing on the present while constantly looking at the evolving threat landscape.

Ivana Bartoletti is a cyber risk technical director at Deloitte and a founder of Women Leading in AI.

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