Leveraging AI, Machine Learning, and Natural Language Processing to Avoid Unauthorized Access
Artificial Intelligence (AI) combined with Natural Language Processing (NLP) enables robots to inspect past information and recognizes earlier risks and respective trends, thereby simplifying future planning and decision making. The existing hints drive the robots to check for suspicious behavior by isolating authorized network activities from the unauthorized ones. AI aids in scaling down network activity with the help of data and information acquired from several expert monitoring systems, allowing robotics cyber security experts to channelize the focus on areas requiring proactive and reliable intelligent strategic decisions that counter-attack threats at sweeping rate.
Machine learning (ML) offers helpful methods of recognizing and decreasing the threat of system or network violations. Machine learning utilizes analytical methods and algorithms that repetitively ingrain from data, automatically creating and bettering models without further programming. The process serves potential applications in cyber security in robotics, such as enabling automated and predictive cyber capabilities where an intelligent software agent identifies active intrusions and perform the essential changes to counter them.
Using behavioral analytics to create baseline markers of normal user behavior, natural language processing (NLP) develops an outline for authorized users. Further, NLP checks for anomalous events while constantly ingraining and interrupting from new behavior patterns, thereby avoiding exposure of data.
Cyber Security in Robotics Market - Key Research Findings
- The global cyber security in robotics market size in 2018 was valued ~US$ 2.4 Bn.
- The cyber security in robotics market is expected to grow at a CAGR of ~11% during the forecast period of 2019-2029.
- Increasing demand for security solutions such as authentication solutions, and denial of service protection solutions and encryption solution – due to cyber-attacks such as robot denial of service attack, Man-in-the-Middle attack, spoofing, phishing attack, and brute force attack – are factors that have been driving the sales of cyber security in robotics.
- North America is a prominent region for the cyber security in robotics market, which accounted for ~45% share in 2018. It is also likely to offer greater opportunities for the market players, as enterprises in the region are heavily investing in robotics security to improve the productivity.
- Japan is among the prominent markets for cyber security in robotics, as adoption of robots is increasing in healthcare and defence sectors for increasing productivity and increasing the need for better robot security. To secure robots from cyber-attacks, companies are investing heavily in robotic security solutions such as authentication, encryption, denial of service protection, and secured communication.
Key Factors Shaping the Cyber Security in Robotics market
Increasing Incidences of Cyber Attacks
The usage of robots is increasing in manufacturing, military, medical, and automated vehicle markets. As robots are prone to cyber-attacks at hardware, firmware/OS, and application level, there is an immediate need to create cyber security solutions. Cyber-attacks on different types of robots such as ransomware attacks on industrial robot that block access to data and entire production system and Man-in-the-Middle attack on medical robot, due to which the unauthorized entity takes control of the medical robot, are increasing. The impact of these attacks results in loss of revenue, data and human safety. Due to these factors the demand for cyber security solutions such as authentication solutions and denial of service protection solutions is expected to increase at a rapid pace.
Escalating Demand for Drone Security in Defence and Aerospace Industries
The military industry is increasingly using drones for surveillance and combat missions. However, cyber-attacks such as Man-in-the-Middle attack, GPS Spoofing, and brute force attack are increasing on drones, due to which unauthorized entities can access the data and take control of the drone. Advanced technologies are being used to encrypt all communications and prevent drones from all kinds of cyber threats. Thereby, this is enhancing the importance of cyber security solutions for authentication, encryption, and secure communication in the defence and aerospace industries.
Adoption of Security Solutions for Eldercare Robots
The eldercare robots are used for assistance. These robots perform household tasks, providing mobility assistance and home maintenance. Eldercare robots can communicate health status with the physician, distribute scheduled medication, and notify emergency personnel when assistance is needed. Cyber security solutions are garnering significant traction for the eldercare robots, as the possibility of an attack can cause harm to users or lead to loss of sensitive information.
Opportunities Abound in North America
Cyber security in robotics service providers are focusing on expanding their business in North America, as the rising use of robots in various sectors, thereby raising the potential of security issues and cyber threats. Moreover, increasing demand for industrial IOT in North America is likely to bolster the growth of the cyber security in robotics market. Security solution providers of industrial IOT are launching next-generation security platforms, which is expected to aid organizations in securing the networks against cyber threats, and enable safe adoption of cloud services.
Cyber Security in Robotics Market Structure Analysis
- The global cyber security in robotics market is fragmented in size, which remains a key factor for its dynamic competitive nature.
- The global cyber security in robotics market serves the competition landscape, where majority of key players maintain their strategic focus on mergers, acquisitions, partnership, takeover, product development, and target strong global footprint.
- In order to enhance their expertise and capabilities, key stakeholders in the cyber security in robotics market are focusing on M&A activities, in addition to conducting awareness and certification programs.
- In August 2019, McAfee acquired NanoSec, which is a multi-cloud, zero trust application and security platform. This acquisition will enable the organization to improve governance and compliance and to reduce the risk of the cloud deployment.
- In Feb 2019, TÜV Rheinland, introduced a new personnel certification program to address the demand for cyber security expertise in the complex and challenging industrial security sector and operational technology (OT).
- Tier-1 companies hold ~45% share of the cyber security in robotics market. Vendors such as McAfee, TUV Rheinland, Symantec, and Akamai Technologies are among the largest and most experienced in the industry, and have a significant regional coverage across the globe.
Adding a Layer of Security with Robotic Process Automation
Robotic process automation (RPA) is garnering prevalence in cyber security in robotics. Organizations across the globe are banking on RPA to reduce exposure to threats by decreasing the detection and responding time to unusual behavior. Robotic process automation, through bots, provide sturdy security shield from malicious viruses or intrusions, enhancing error reduction and productivity of employees. The RPA bots are able to train fellow bots the learning curve required to perform specific tasks, and deliver security sans the need for downtime.
RPA bots straightforwardly employ General Data Protection Regulation (GDPR) without disturbing the flow of information. In the event of emergency shutdown, the bots create back-up copies of key procedures. The bots are able to retrieve stored data from distant location. Further, robotic process automation exhibits the ability of storing a limited amount of data actions within a log, permitting for a more complete audit trail.
Access security is quintessential in a bid to protect crucial aspects of organizations from accidental human errors or intruder attacks. As such, software robots grant permission to certain members with specified credentials to gain access to confidential information within the system. The RAP-enabled bots complement encryption to ensure greater security regarding data consumption, avoiding suspicious break-in from external surroundings. Robotic process automation minimizes stress on workers by automating monotonous tasks, enabling employees to target the focus on duties carrying greater importance. Further, RPA drives employees in firms to deploy security controls in nick of time post discovering abnormalities.
Increasing Dependence of Robotics for Various Purposes in North America and Europe
Upsurge in robotic automation practices in manufacturing bracket of North America and Western Europe is driving the attention of market players. Enterprises are displaying huge traction for cyber security in robotics to sustain industrial productivity. Germany and the US are employing drones and robotics in mining, and defense applications to access hard-to-reach sites. As a consequence, cyber security in robotics becomes preeminent to avoid the wrathful eyes of cyber attackers.
* This data is only a representation. Actual data may vary and will be available in report.
Tapping White Spaces in Diverse Applications – Key Tenet to Define Stakeholders’ Tactics
Cyber security solution providers are penetrating into the defense sectors of developed countries citing increased adoption of robots and drones in border security to get rid of cyber-attacks - GPS Spoofing, and brute force attack. Robots are making forays into the medical space, propelling the demand for cyber security solutions to avoid man in the middle attack on medical robot, thereby ensuring safe surgeries of patients. Cloud is least cost-efficient medium to host AI development and production – a factor influencing market players, such as McAfee to perform acquisition of NanoSec, a multi-cloud, zero-trust application and security platform. McAfee acquired NanoSec in order to allow the organization to improve governance and compliance.
High demand for authentication
Denial of service protection gains momentum
Surging demand for upgradation & patch management
Security testing to pick pace
High adoption in collaborative
Increasing applicability in industrial
How Growth will Unfold
The trend of cyber security in the robotics field is in its nascent stage, yet robot makers are beginning to understand the susceptibility created by connected robots and automation equipment during operations. Hackers and crackers have proved to be successful in breaking into the traditional methods of cyber security in robotics, bolstering the demand for deep IIoT (Industrial IoT) architecture to tackle the attacks.
AI and ML are set to disrupt the cyber security in robotics space, recreating jobs for skilled technicians. Artificial Intelligence significantly depends on algorithms of chunks of available information majorly entered by humans. As such, human intelligence is essential in discovering the scope of risks before AI solutions dives in to detect cyber criminals and curb threats. Further, with countries across the globe employing robots for diverse applications, particularly industrial robots, the degree of vulnerability increases. Cyber security in robotics driven by new-age technologies is set to remain the answer to such potential risks.
* This data is only a representation. Actual data may vary and will be available in report.Click Here To Know How The Growth Will Unfold
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Cyber Security in Robotics Market Analysis 2019-2029
A recent market study published by FMI on the cyber security in robotics market include a global industry analysis 2014-2018 & an opportunity assessment 2019-2029, and delivers a comprehensive assessment of the most important market dynamics. After conducting thorough research on the historical as well as current growth parameters of this market, growth prospects of the market are obtained with maximum precision.
Cyber Security In Robotics Market Taxonomy
The global cyber security in robotics market is segmented in detail to cover every aspect of the market and present a complete market intelligence approach to the reader.
- Secure Communication
- Denial of Service Protection
- Risk & Vulnerability Management
- Security Testing
- Upgradation & Patch Management
- Security Assessment
- Industrial Robot
- Medical Robot
- Collaborative Robot
- Defense Robot
- North America
- Latin America
- Western Europe
- Eastern Europe
- Asia Pacific
- Excluding Japan
- Middle East & Africa
The report initiates with the executive summary of the cyber security in robotics market, which includes a summary of the key findings and statistics of the market.
Readers can find the definition and a detailed taxonomy of the cyber security in robotics market in this chapter, which will help them to understand the basic information about the cyber security in robotics market. Along with this, comprehensive information pertaining to cyber security in robotics and their properties are provided in this section. This section also highlights the inclusions and exclusions, which help the reader understand the scope of the cyber security in robotics market report.
The cyber security in robotics market report provides the key market trends that are expected to significantly impact the market growth during the forecast period. Detailed industry trends are also provided in this section.
This section includes the factors that have emerged as a key successful factors and the strategies adopted by key market participants.
This section explains the global market value analysis and forecast for the cyber security in robotics market between the forecast period of 2019-2029. This chapter includes a detailed analysis of the historical cyber security in robotics market, along with an opportunity analysis of the future. Readers can also find the absolute $ opportunity for the current year (2019), and an incremental $ opportunity for the forecast period (2019–2029). Along with this, the pricing analysis of the cyber security in robotics market at the regional level has been provided in this section.
This chapter explains the key macro-economic factors that are expected to influence the growth of the cyber security in robotics market over the forecast period. Along with the macroeconomic factors, this section also highlights the value chain, supply chain, forecast factors, and value chain analysis of the cyber security in robotics market. Moreover, in-depth information about the market dynamics and their impact analysis on the market have been provided in the successive section.
Based on the Solution, the cyber security in robotics market is segmented into authentication, secure communication, encryption, denial of service protection, and risk & vulnerability management. In this chapter, readers can find information about the key trends and developments in the cyber security in robotics market and market attractiveness analysis based on the Solution.
Based on the application, the cyber security in robotics market is segmented into Security testing upgradation & patch management, and security assessment. In this chapter, readers can find information about the developments and key trends in the cyber security in robotics market attractiveness analysis based on the service.
This chapter provides details about the cyber security in robotics market based on the end-use industry, and has been classified into industrial robot, medical robot, collaborative robot, defense robot, others. In this chapter, readers can understand the market attractive analysis based on the robot type.
This chapter explains how the cyber security in robotics market will grow across various geographic regions such as North America, Latin America, Western Europe, Eastern Europe, APEJ (Asia-Pacific excluding Japan), Japan, and Middle East & Africa.
This chapter includes a detailed analysis of the growth of the North America cyber security in robotics market, along with a country-wise assessment that includes the U.S. and Canada. Readers can also find pricing analysis, regional trends, and the market growth based on the solution, service, and robot type and countries in North America.
This chapter provides the growth scenario of the cyber security in robotics market in Latin American countries such as Brazil, Mexico, and the Rest of Latin America. Along with this, assessment of the market across target segments that has been provided.
Important growth prospects of the cyber security in robotics market based on its end users in several countries, such as Germany, the UK, France, Spain, Italy, BENELUX, and the Rest of Europe, are included in this chapter.
This chapter provides the growth scenario of the cyber security in robotics market in Eastern Europe countries such as Russia, Poland, and Rest of the Eastern Europe.
This chapter highlights the growth of the cyber security in robotics market in APEJ by focusing on China, India, ASEAN, Australia & New Zealand, and the rest of APEJ. This section also help readers understand the key factors that are responsible for the growth of the cyber security in robotics market in APEJ.
This section also help readers understand the key factors that are responsible for the growth of the cyber security in robotics market in Japan.
This chapter provides information about how the cyber security in robotics market will grow in major countries in the MEA region, such as GCC Countries, South Africa, North Africa, Turkey, and the Rest of MEA, during the forecast period of 2019-2029.
In this chapter, readers can find detailed information about the tier analysis and market concentration of key players in the cyber security in robotics market, along with their market presence analysis by region and product portfolio.
In this chapter, readers can find a comprehensive list of all the prominent stakeholders in the cyber security in robotics market, along with the detailed information about each company, which includes the company overview, revenue shares, strategic overview, and recent company developments. Some of the market players featured in the report are McAfee, Aujas Cybersecurity, TUV Rheinland, Trojan Horse Security, Beyond Security, Alias Robotics, Exida, Skyhopper, Cloudflare, Akamai Technologies, Symantec, Karamba Security, Cyberbit, and Radware among others.
This chapter includes a list of acronyms and assumptions that provides a base to the information and statistics included in the cyber security in robotics market report.
This chapter help readers understand the research methodology followed to obtain various conclusions as well as important qualitative and quantitative information about the Cyber Security in Robotics Market.
How the research was conducted?
- C - Level Executives
- Marketing Directors
- Sales Heads
- Sales Executives
- Technical Advisor
- Cyber Security in Robotics Service provider
- Industry Experts
- End Users
- Current Market Dynamics and Challenges
- Market Characteristics
- Market Performance and Growth Quadrants
- Competition Structure and Market Structure
- Strategic Growth Initiatives
- Near term and long term market growth prospects
- Market Segment Splits and Authenticity
- Opinions on market projections and validity of assumptions
- Company’s white papers
- Annual Reports and Investor Presentations
- Research Papers
- Company Press Release
- Government Websites and Publications
Primary Interview Splits