IoT Security
Article | June 28, 2023
IoT has undeniably become the massive growth propellant for modern-day business. Enterprises employ intelligent systems to improve production in factories, and reduce costs, build industrial automation systems to replace human assignments, monitor and reduce energy; and develop autonomous transportation to enhance driver safety.
Inside these embedded systems are sensors that rapidly transmit data that must be immediately captured, processed, and acted upon.
Traditional embedded database solutions don't understand and meet the complex needs of IoT devices when it comes to processing and managing data. IoT edge database solutions that can understand the constant data stream from sensors enable devices to make crucial decisions in milliseconds.
Real-time Edge Data Processing
Enterprisers and business owners prefer scalable edge data management solutions to deploy hundreds of IoT devices so that each device can manage, collect, and analyze the massive amounts of data these IoT sensors produce without losing performance.
These devices must capture and store critical information so that the IoT node can make independent decisions and trigger appropriate reactions.
Database queries allow device apps to get the information they need to make intelligent decisions in real-time, quickly and without wasting time. To be successful in the IoT, you need the right data management software and the ability to quickly collect and connect device data rapidly to get low latency.
IoT Data Processing and Management
Standard data management solutions do not fully address the complexity of architecting software for IoT data processing. Despite being the primary data source, sensors are often constrained by their limitations and fail to provide sophisticated analysis.
The focus of IoT data analysis and management is to harvest real-time information and make sense of it quickly.
A good solution uses technologies that many developers are already familiar with, like SQL, to solve the new problem of analyzing IoT sensors directly on edge devices.
Conclusion
While building a device application, at every stage, developers must make tough calls to select the best data management and database software to launch their edge-centric IoT systems. Such costly decisions consume significant development and validation time as well.
Using existing IoT data management platforms is a better way to deal with scaling, security, and the weight of data. Businesses can set up, connect, and grow their IoT infrastructure with these platforms. Organizations don't have to build their own IoT infrastructure from scratch. Instead, they can use IoT platforms that give them access to IoT devices, cloud infrastructure, and networks worldwide. Small and medium-sized businesses may find this method saves money.
Read More
IoT Security
Article | June 27, 2023
Artificial intelligence (AI) has already made headway into becoming a general-purpose technology vastly impacting economies. Yet, the interpretation and estimated trajectory for something remotely close to what we call AI now was first explored in the 1950s.
Until this very day, AI keeps on evolving further. Though let’s face it, AI would have been useless without data. With around 2.5 quintillion bytes of data being generated every day, the numbers will shoot up as the Internet of Things (IoT) enters the game.
Let’s see what this is all about and where and how exactly IoT crosses paths with AI applications.
IoT fundamentals: Where does IoT meet AI
The benefits of IoT in AI
Challenges of IoT in AI
Why implement machine learning in IoT
IoT applications for AI
Key takeaways
IoT fundamentals: Where does IoT meet AI?
What is meant by the term internet of things (IoT) is essentially a system of correlated digital and mechanical appliances, computing devices, and sensors embedded often into everyday objects that transfer data over a network. IoT connects the internet to any and every physical thing or place in the world.
Modern IoT has advanced from the mere merging of microelectromechanical systems to wireless technologies, and faster data transfer through the internet. This resulted in a confluence of information technology and artificial intelligence, allowing unstructured machine-generated data to be evaluated for insights that could lead to new developments.
More and more industries are now referring to IoT to function more proficiently, provide better customer service, escalate the significance of their business, and implement robust decision-making.
Machine learning for IoT can be used to identify anomalies, predict emerging trends, and expand intelligence through the consumption of audio, videos, and images. The implication of machine learning in IoT can substitute manual processes and offer automated systems using statistically backed up actions in critical processes.
The benefits of IoT in AI and real life
IoT offers the following benefits to AI applications:
IoT data for business purposes
Cost and time savings
Task automation and reduction of human intervention
Higher quality of life
IoT data for business purposes
IoT can also be viewed as a data pool. That means by aggregating IoT data, one can extract useful data-driven feedback, which in turn (used properly) may foster effective decision-making. Businesses can also identify new market opportunities, not because of IoT itself but by using the data IoT provides. And since IoT offers companies access to more data, and hence advanced analytics of that data, its usage can eventually result in improved customer outcomes and enhanced service delivery.
Cost and time savings
When devices get connected, cost reductions come along with it. The gathering of different data allows for advances in efficiency, and it leads to money surplus and low-cost materials.
Task automation and reduction of human intervention
Nowadays, devices that are internet-connected can be found in every aspect of our lives, and it is safe to say that they make tasks easier. These automation features range from real-time AI-powered chatbots to home automation control systems, and all of it usually takes a click of a button.
For businesses offering AI-enabled solutions, similar advancements can be achieved with pipeline automation too. That includes significant cuts in annotation and QA time. By leveraging SuperAnnotate’s platform, hundreds of companies recorded faster task completion and more accuracy in prediction results.
Higher quality of life
IoT is not only beneficial in the business aspects but it also creates better living circumstances for us. Smart cities and agriculture, intelligent homes, and food waste solutions are some of the most common ways of IoT providing better, more sustainable living conditions for people.
Challenges of IoT in AI
Despite the numerous benefits and advancements that IoT brings to the table, there have been a few limitations with it. Some of them are listed below:
Privacy issues
Data overflow
Bug issues
Compatibility issues
Privacy issues
With the increased connection between multiple devices or their coexistence for model development purposes, more information is shared between them, which poses vulnerability to your data and makes room for caution. Added layers of protection are needed to prevent risks of data leaks and other threats.
Data overflow
Eventually, organizations will have to find a way to deal with the large numbers of IoT devices, and that will include the collection and systematic management of all the data from those IoT devices. The proper use of data lakes and warehouses, close governance, and intuitive arrangement of datasets will become an utmost priority.
Join hundreds of leading companies who build super high-quality training data up to 5x faster using SuperAnnotate’s intuitive data curation and robust project management features.
Bug issues
If one IoT device has a bug in its system, there is a large chance that every other connected device will also have it.
Compatibility issues
Because there are no international standards of compatibility for IoT, it's harder for different devices to communicate with one another.
Why implement machine learning in IoT
More and more companies are combining IoT with machine learning projects so they can achieve analytical skills on a large variety of use cases which allows their businesses to have access to fresh insights and adopt innovative automation. By implementing machine learning for IoT, they can leverage the following:
Convert data into a coherent format
Arrange the machine learning model on device, edge, and cloud
Enable use of data on edge devices directly for complex decision making
IoT applications for AI
Although we have covered the basics of IoT, its implications for AI are not as simple. Many corporations are adopting IoT which allows them to have an advanced approach to growing and advancing their business. Novel IoT applications are offering organizations the ability to plan and implement more vigorous risk management strategies. Some of the more common uses of IoT in AI encompass the following:
Transport logistics
Not only does IoT expand the material flow systems in transport logistics, but it also improves the automatic identification and global positioning of freight. It also increases energy efficiency and consequently declines the consumption of energy.
Smart cities
Although the term smart city is still incomplete, it mainly refers to an urban area that endorses sustainable enlargement and high quality of life. Giffinger et al.’s model explains the features of a smart city, including the people, the government, the economy, and lifestyle.
E-health control
The two main objectives of future health care are e-health control and prevention. People nowadays can choose to be monitored by physicians even if they do not live in the same country or place. Tracing and monitoring peoples’ health history makes IoT-assisted e-health extremely useful. IoT healthcare solutions could also benefit the specialists, as they can collect information to advance their medical calculations.
Key takeaways
Ever since its development, IoT, especially AI-enabled IoT, as discussed, has been enhancing our daily lives and directing us to work smarter while having complete control over the process. Besides having smart appliances to elevate homes, IoT devices can also be essential for providing insights and an actual look for businesses into their systems. Heading forward, IoT will continue to develop as more organizations get to understand its potential usage and tangible benefits.
Read More
Enterprise Iot
Article | July 20, 2023
IoT use cases span a variety of sectors and businesses. A typical Internet of Things (IoT) solution consists of a large number of heterogeneous IoT devices with sensors that generate data in a variety of formats at varying rates, which is then processed and analyzed to derive insights. In addition, IoT devices can connect to a network directly or through a gateway device, allowing them to communicate with one another and with cloud services and applications.
Create a layered architecture
An organization's IoT solution's architecture outlines its overall layout, including its physical components (such as sensors and actuators) and virtual components (like services and communication protocols). IoT system complexity can be managed by utilizing a modular strategy that divides the architecture into several layers and focuses on each tier separately.
IoT architectures have a tendency to outsource work to the edges of IoT networks (where the physical devices connect to the cloud). This aids data-driven IoT applications by lowering latency, enhancing privacy, and lowering bandwidth costs.
Devices layer
The device layer components include physical sensors and actuators that link to IoT devices and the IoT devices themselves. Although sensors and actuators are often not considered "smart" devices, they frequently connect to the architectural elements with higher computing power, either directly or indirectly (with the aid of gateway devices).
These devices often use over-the-wire protocols like Ethernet or wireless protocols like Bluetooth, Zigbee, WiFi, LTE, or RFID to transmit data.
Edge layer
The analytics and pre-processing services that are offered at the network's edge are included in the concept of the edge layer. This layer acts as a central integration point for subsequent layers (devices layer). For the upstream layers, it offers routing and device control features. In addition, this layer can be connected to pub-sub systems to convey events and listen in on them.
The size and heterogeneity of the devices and connectivity involved make designing data-driven IoT solutions hard. This article discusses some techniques for creating safe, adaptable, and scalable IoT architectures.
Read More
Security, IoT Security
Article | July 13, 2023
Find out the upcoming and established companies providing IoT security for businesses. These allow adopting best practices & make informed technology investment decisions, for secure performance.
IoT security helps implement strong authentication, encryption, and access controls for IoT devices, while regularly updating firmware and monitoring for threats, to ensure the security of interconnected systems and protect sensitive data in a business environment.
Here is a carefully curated list of 15 Top IoT security companies, providing security to IoT devices, thereby ensuring their privacy and integration.
1. Ordr Inc.
Ordr is a leading provider of connected device security solutions deployed in numerous organizations worldwide across industries like healthcare, manufacturing, financial services, retail, and government. Its platform addresses vital use cases such as healthcare and medical device security, real-time asset visibility, compliance, threat detection and response, IoT and OT security, Zero Trust segmentation, and NAC acceleration. Ordr has earned industry recognition as the KLAS Healthcare IoT Leader for three consecutive years and is featured in Gartner Market Guides for OT Security and Medical Device Security Solutions. Prominent investors, including Battery Ventures, Mayo Clinic Ventures, Kaiser Permanente Ventures, back Ordr. The SOC2-certified platform demonstrates its commitment to customer privacy and data security. Its comprehensive approach ensures organizations can protect patient care, maintain real-time asset inventory, detect threats, implement zero trust segmentation, accelerate NAC, and secure IT/OT environments.
2. Medigate by Claroty
Medigate is a solution that comprehensively addresses healthcare organizations' unique challenges. The need for a coordinated security strategy becomes paramount as the convergence of IT, OT, IoT, and physical systems continues in the clinical environment. Medigate provides the confidence to secure, manage, and gain insights from all devices connected to the network, including a wide range of medical devices with proprietary protocols and operational parameters. Protecting the network can be overwhelming, with thousands of devices from different manufacturers. Medigate's specialized approach ensures that security measures do not compromise device usability, eliminating the need for compromise between security and functionality. In terms of investors, Medigate has received backing from prominent organizations such as Siemens, BMWiVentures, and SoftBank. These partnerships reinforce Medigate's commitment to delivering innovative solutions that enhance cybersecurity and enable organizations to connect confidently.
3. Aryballe
One of the top IoT security companies, Aryballe combines biochemical sensors, advanced optics, and machine learning to create a unique digital olfaction solution. By mimicking the human sense of smell, Aryballe's objective is to collect, display, and analyze odor data, empowering companies to make more informed decisions. Aryballe's software suite complements this hardware, which offers user-friendly protocol and analysis tools. These tools enable R&D, quality, and manufacturing professionals to integrate digital odor data into their decision-making processes seamlessly. Aryballe's software and data solutions are particularly valuable to the automotive, food & beverage, consumer appliances, and flavor & fragrance industries. The odor displays and analysis provided by Aryballe's technology empower leaders in these sectors to make smarter business decisions. Additionally, Aryballe's digital olfaction solutions have applications for enhancing user experiences within the automotive and consumer appliance markets.
4. Timesys Corporation
Timesys is a leader and pioneer in the embedded software market, offering open-source software security, development tools, and engineering services. With a comprehensive end-to-end device security solution, it enables developers to implement strong security measures early in the design phase. It has extensive embedded development experience and serves a diverse customer base, including Global 500 companies in the medical, industrial, networking, aerospace, and consumer sectors. The company's global partner ecosystem comprises leading semiconductor manufacturers, board vendors, and distributors. Its security services include VigiShield Secure by Design, which focuses on integrating core security features into device designs, and Vigiles, a tool for monitoring and remediating vulnerabilities. Furthermore, it offers an embedded board farm for test automation and remote access infrastructure, facilitating collaborative software development and debugging processes.
5. QA Mentor
QA mentor is a one-stop solution for application and mobile app testing. It is an award-winning software by QA company headquartered in New York. With multiple certifications and a CMMI Level 3 SVC + SSD v1.3 appraisals, the company offers comprehensive software testing services to clients globally. QA Mentor serves various industries, including startups and Fortune 500 companies. Their unique selling points include customizable testing processes, flexible on-demand services, and economical pricing. They specialize in various QA services, such as test design and execution, mobile/browser compatibility testing, QA audit and process improvement, automation testing, performance testing, security testing, regression testing, crowdsourcing testing, and QA e-learning. With a state-of-the-art test lab, unique methodologies, and expertise in automation tools, QA Mentor stands out in the industry.
6. Mocana
Mocana is a leading provider of cybersecurity solutions for IoT, operational technology, and critical infrastructure. Their on-device cybersecurity software and lifecycle management platform enable manufacturers and industrial companies to build tamper-resistant self-defending systems. Mocana's integrated solutions help minimize the risk of cyber breaches, ensure compliance with industry standards, and protect intellectual property throughout the device lifecycle. Unlike traditional IT network security approaches, Mocana empowers devices to protect themselves and prevent malware installation. Their platform facilitates application development and updates, ensures device protection and hardening in the field, supports interoperability between legacy and new devices, and offers automated operations with centralized control.
7. Verimatrix
Verimatrix, one of the many IoT security companies, is a leading provider of people-centered security solutions that power the modern connected world. Their intuitive and frictionless security offerings protect digital content, applications, and devices across various industries. Major brands rely on Verimatrix to secure premium movies, live-streaming sports, sensitive financial and healthcare data, and mission-critical mobile applications. Verimatrix helps its customers deliver compelling content and experiences to millions of consumers worldwide by enabling trusted connections. Their solutions provide robust security and help partners accelerate market time, quickly scale their operations, safeguard valuable revenue streams, and attract new business opportunities. With a focus on plugging security holes, thwarting pirate and cyberattacks, and preserving revenue, Verimatrix plays a crucial role in protecting the digital ecosystem and ensuring the delivery of exceptional experiences in an unprotected digital world.
8. Keyfactor
Keyfactor is a trusted provider of identity-first security solutions that bring digital trust to the hyper-connected world. With a focus on machine and human identities, Keyfactor simplifies PKI, automates certificate lifecycle management, and secures every device, workload, and thing. By enabling organizations to establish and maintain digital trust at scale, Keyfactor helps them move quickly in a zero-trust environment. In the face of increasing cyber threats, Keyfactor addresses the challenges of securing 5G networks and communications, meeting evolving standards and scalability, and adapting to changing architectures. Keyfactor's flexible solutions can be deployed in various environments, including data centers, cloud, SaaS, or hybrid architectures. With a comprehensive PKI management platform, Keyfactor enables organizations to protect their networks and manage certificates efficiently.
9. Vdoo
Vdoo is a global leader in the product security space, offering a comprehensive platform for identifying and mitigating security issues. It is the only automated platform that provides end-to-end product security, helping organizations streamline their development and security processes while ensuring optimal product security. With Vdoo, development and security teams can efficiently address a wide range of security risks, including supply chain threats, configuration risks, standard compliance, and zero-day vulnerabilities. Vdoo's platform enables organizations to integrate security seamlessly into their DevOps workflows, automate compliance assurance, and fortify security across the software supply chain. By offering intelligent and automated security solutions from code to container to device, Vdoo empowers organizations to safeguard their software's integrity and protect against malicious activity.
10. CyberMDX
CyberMDX, a Forescout company is a leading provider of IoT security solutions focused on safeguarding healthcare delivery worldwide. Its cloud-based cybersecurity solutions support the advancement of the Internet of Medical Things (IoMT) by protecting connected medical devices. The CyberMDX solution offers comprehensive endpoint identification, vulnerability assessment, incident detection, response, and prevention capabilities. Deployed globally, CyberMDX seamlessly integrates with customers' existing environments through its scalable and agentless solution. It provides continuous, real-time discovery and visibility of all medical devices connected to clinical networks. Recognized as a representative vendor in the Gartner Market Guide for Medical Device Security Solutions, Forescout delivers robust cybersecurity capabilities for healthcare organizations. With its automated and customizable approach, Forescout ensures the security and integrity of medical devices and IoMT ecosystems.
11. Sepio
Among the many best IoT security companies, Sepio is a leading asset risk management platform that prioritizes asset existence over activity. Through its physical layer asset DNA profiling, Sepio offers customers actionable visibility, policy enforcement, and mitigation capabilities, empowering them to gain better control over all assets at scale. Regardless of whether the infrastructure is connected to IT, OT, or IoT, Sepio's trafficless monitoring ensures an asset-agnostic solution. Sepio's platform caters to various industries, including financial institutions, healthcare institutions, and critical infrastructures globally. The platform allows the discovery of both known and shadow assets, mitigates risks associated with uncontrolled assets, reduces hardware clutter, enforces asset policies, meets regulatory compliance, and seamlessly integrates with existing security tools. Sepio's asset risk management benefits extend to uncovering hidden asset risks, providing organizations with the necessary insights and tools to strengthen their cybersecurity defenses.
12. Nexusguard
Nexusguard, a provider of simplified DDoS protection solutions for both service providers and enterprises, provides a range of offerings, including cloud services, managed DDoS protection platforms, and professional training courses. It empowers organizations to effectively safeguard their networks and applications against DDoS attacks. For communications service providers (CSPs), Nexusguard offers managed cloud-based DDoS protection solutions that cover various aspects such as application protection, origin protection, edge protection, and DNS protection. These solutions ensure the secure operation of internet-facing websites, shield networks and systems from threats, scale up protection for internet uplinks and infrastructure, and keep DNS services up and running. Nexusguard's offerings also include the Nexusguard Bastions server, a purpose-built on premise solution for CSPs that seamlessly integrates the company's proprietary technologies and global cloud scrubbing capabilities into the CSP's environment.
13. IoTium
IoTium is a provider of secure, managed software-defined network infrastructure for industrial IoT applications. Its solution enables the secure connection of both legacy and greenfield mission-critical on-site machinery and automation systems to applications residing in data centers or the cloud. By offering zero-touch provisioning and eliminating complexities in scalable mass deployments, IoTium ensures seamless and secure connectivity at scale. IoTium's View Smart Building Cloud addresses these security risks by implementing a Zero-trust Network Architecture (ZTNA). This includes secure tunnels with end-to-end encryption, certificate-based device authentication, and secure remote access with multi-factor authentication. It offers centralized management and visibility of building networks and OT devices, along with the ability to deploy edge applications for real-time processing and optimizations.
14. SCADAfence
SCADAfence, one of the top IoT security solution companies is a global technology leader specializing in OT and IoT cybersecurity. It offers a comprehensive suite of industrial cybersecurity products designed to provide robust protection for large-scale networks. Its portfolio includes top-notch network monitoring, asset discovery, governance, remote access, and IoT device security solutions. By leveraging SCADAfence's solutions, organizations operating in critical infrastructure, manufacturing, and building management industries can ensure secure, reliable, and efficient operations. SCADAfence's solutions cater to various industries, such as manufacturing, critical infrastructure, and building management. With a commitment to providing valuable resources and insights, it maintains an informative blog and offers opportunities for customers to request a live demonstration of its solutions
15. Xage Security
Xage is a global leader in real-world security, offering zero-trust solutions for industrial cybersecurity. Its flagship product, the Xage Fabric, simplifies and accelerates digital operations across OT, IT, and cloud environments. By adopting a unified approach based on zero-trust principles, Xage enables secure remote access and identity-driven access management for operational assets. Its solution eliminates the vulnerabilities associated with traditional remote access methods and provides granular access control down to individual assets, reducing the attack surface area. With Xage, organizations benefit from simplified and friction-free remote access, strengthened cybersecurity with advanced controls like multi-factor authentication, and full visibility and control of remote sessions. Its solutions also enable secure session collaboration, protect file transfers, and mitigate malware and anomalous behaviors. With Xage, organizations can fortify their cybersecurity infrastructure, enhance productivity, and meet evolving security challenges.
Conclusion
To stay ahead in IoT security market ,it is important to keep an eye on prominent companies leading the way in this field. These companies offer innovative solutions and expertise to address the evolving challenges of IoT security. By following their advancements and leveraging their technologies, businesses can enhance their defenses and mitigate risks in the ever-expanding IoT landscape.
Follow the list of top 15 companies,provided above to strengthen cybersecurity with advanced controls, end-to-end encryption, certificate-based device authentication, secure remote access with multi-factor authentication, among others.They empower organizations to safeguard their software's integrity and protect against malicious activity. The companies play a crucial role in protecting the digital ecosystem and ensuring the delivery of exceptional experiences,analysing the IoT statistics, in an unprotected digital world.
Read More