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From Data to Decisions: Edge AI Empowering IoT Innovations and Smart Sensors

Cons

Throughout this blog series on Edge AI, we have touched upon various fascinating applications, including Edge AI in autonomous vehicles and Edge AI in consumer electronics. In autonomous vehicles, edge AI plays a pivotal role in enabling real-time decision-making and improving the overall safety and efficiency of transportation systems. Meanwhile, in consumer electronics, edge AI enhances user experiences by providing smart, responsive features in everyday devices such as smartphones, smart home systems, and wearable technology.

Lastly, in the rapidly evolving landscape of technology, Edge AI is paving new ways to harness the power of IoT (Internet of Things) devices and smart sensors. These advancements are not just buzzwords but fundamental shifts that promise to enhance efficiency, improve data management, and offer unprecedented insights. This blog will explore the effects of Edge AI on IoT devices and smart sensors, providing insights into its current applications, benefits, and future potential. By the end, you’ll have a comprehensive understanding of how Edge AI can revolutionize your business operations.

Smart Sensors Explained

This RealPars video explores the transformative role of Smart Sensors in Industry 4.0’s Smart Factory framework

It traces the evolution from the First Industrial Revolution to today’s IoT-driven Smart Factories, highlighting how Smart Sensors surpass traditional sensors with advanced features like data conversion, digital processing, and cloud communication. Discover how these intelligent devices are revolutionizing manufacturing, enhancing efficiency, and driving innovation.

The Intersection of Edge AI and IoT

Real time

Enhancing Real-Time Data Processing

One of the most significant benefits of Edge AI is its ability to process data in real-time. Traditional IoT systems often rely on cloud-based servers to analyze data, which can result in delays and increased latency. Edge AI mitigates these issues by enabling IoT devices to process and analyze data locally. This real-time processing capability is crucial for applications requiring immediate responses, such as autonomous vehicles or industrial automation.

For example, consider a manufacturing plant equipped with smart sensors to monitor machinery performance. With Edge AI, any anomalies in the data can be detected and addressed instantly, preventing potential breakdowns and costly downtime.

Improving Bandwidth Efficiency

Bandwidth efficiency is another critical advantage of Edge AI on IoT devices. Sending vast amounts of raw data to the cloud for processing can strain network resources and incur significant costs. By processing data locally, Edge AI reduces the amount of data that needs to be transmitted, thus optimizing bandwidth usage.

Imagine a smart city project where thousands of sensors collect data on traffic, weather, and public safety. Edge AI can filter and preprocess this data locally, sending only the most relevant information to the central server. This approach not only conserves bandwidth but also ensures faster and more efficient decision-making.

Enhancing Security and Privacy

Security

Security and privacy are paramount concerns in the age of data-driven technologies. Edge AI offers enhanced security by minimizing the need to transfer sensitive data over the network. Localized data processing reduces the risk of data breaches and unauthorized access, making it a more secure option for businesses dealing with sensitive information.

For instance, healthcare facilities using IoT devices to monitor patient vitals can benefit from Edge AI. By processing data locally, patient information remains within the facility’s secure network, reducing the risk of data breaches and ensuring compliance with privacy regulations.

Take, for example, a hospital equipped with smart beds that monitor patient heart rates, blood pressure, and oxygen levels. With Edge AI, these smart beds can analyze data in real-time and alert medical staff to any abnormalities immediately, thereby enhancing patient care and response times.

Another example is remote patient monitoring systems used in home healthcare setups. Edge AI can process data from wearable devices, such as glucose monitors or digital stethoscopes, ensuring that sensitive health information is analyzed on the device itself before only the necessary summarized data is sent to healthcare providers. This not only preserves the patient’s privacy but also ensures timely intervention when needed.

Pros of Edge AI on IoT Devices and Smart Sensors

Operational Costs

Reduced Latency

One of the most significant advantages of Edge AI is its ability to reduce latency. By processing data closer to the source, Edge AI eliminates the delays associated with transmitting data to and from cloud servers. This reduced latency is crucial for applications requiring real-time decision-making, such as autonomous vehicles or industrial automation.
Consider a smart factory where machines are equipped with sensors to monitor their performance. With Edge AI, any anomalies in the data can be detected and addressed instantly, preventing potential breakdowns and costly downtime.

In an automated warehouse where robotic systems manage inventory, Edge AI can be used to process data from various sensors in real time. If a sensor detects an obstruction in the robot’s path, Edge AI can immediately reroute the robot, avoiding potential collisions and maintaining a smooth flow of operations. This instant decision-making capability minimizes interruptions and maximizes operational efficiency, showcasing how Edge AI significantly benefits environments that rely on the timely processing of critical data.

Improved Bandwidth Efficiency

Another positive aspect of Edge AI is its ability to enhance bandwidth efficiency. By processing data locally, Edge AI minimizes the volume of data transmitted to central servers. This is particularly advantageous for data-intensive applications, such as video surveillance or smart city monitoring. For instance, in a smart city, Edge AI can process video feeds from traffic cameras locally and only send relevant alerts or summarized data, significantly reducing network load and transmission costs.

Enhanced Resilience and Reliability

Edge AI enhances system resilience and reliability by ensuring critical functions can operate even without network connectivity. For instance, in autonomous vehicles, edge computing allows real-time decision-making even in regions with poor internet connections. Similarly, in industrial automation, machines can perform essential operations independently of cloud-based systems. This decentralized approach ensures that even in the event of network failures, Edge AI devices maintain functionality and consistent performance.

Cons of Edge AI on IoT Devices and Smart Sensors

Cons

Initial Setup Costs

One of the primary challenges of implementing Edge AI is the initial setup cost. Deploying Edge AI infrastructure requires significant investment in hardware, software, and skilled personnel. For small and medium-sized businesses, these costs can be a barrier to adoption.

However, it’s important to consider the long-term benefits and potential cost savings associated with Edge AI. Businesses that invest in Edge AI can achieve significant returns through improved efficiency, reduced operational costs, and enhanced decision-making capabilities.

Limited Processing Power

Another potential drawback of Edge AI is the limited processing power of edge devices. Unlike cloud servers, edge devices may have limited computational resources, which can impact their ability to handle complex AI algorithms.

Businesses must carefully evaluate their specific use cases and determine whether Edge AI devices have the necessary processing power to meet their needs. In some cases, a hybrid approach that combines edge and cloud processing may be the most effective solution.

Data Management Challenges

Data Management

Edge AI also presents data management challenges for businesses. With data being processed and stored on various edge devices, managing and maintaining this data can be complex and time-consuming. This issue is further compounded by the sheer volume of data generated by IoT devices, making it challenging to extract meaningful insights.

To address this challenge, businesses must have robust data management strategies in place, including implementing efficient data storage solutions and leveraging advanced analytics tools to make sense of large datasets. Overall, while there are challenges associated with Edge AI on IoT devices, its numerous benefits make it a valuable tool for businesses looking to utilize real processing and improve decision-making capabilities.

Maintenance and Management

Maintaining and managing Edge AI infrastructure can be challenging, especially for businesses with limited IT resources. Edge devices require regular updates, monitoring, and maintenance to ensure optimal performance and security. Businesses can partner with managed service providers (MSPs) that specialize in Edge AI deployment and management. MSPs can provide the expertise and support needed to maintain a robust and secure Edge AI infrastructure.

Future Plans and Developments

Future

Advancements in Edge AI Hardware

The future of Edge AI is bright, with ongoing advancements in hardware technology. Next-generation edge devices will feature more powerful processors, enhanced memory capabilities, and improved energy efficiency. These advancements will enable businesses to deploy even more sophisticated AI algorithms at the edge.
For example, companies like NVIDIA and Intel are developing cutting-edge processors specifically designed for Edge AI applications. These processors will enable faster and more efficient data processing, opening up new possibilities for IoT and smart sensor applications.

Integration with 5G Networks

5G

The rollout of 5G networks will significantly impact the adoption of Edge AI. With its ultra-low latency and high-speed data transmission capabilities, 5G will enhance the performance of Edge AI applications, enabling real-time decision-making and data processing on a larger scale.

Industries such as autonomous driving, smart cities, and industrial automation will benefit greatly from the combination of 5G and Edge AI. The synergy between these technologies will drive innovation and transform the way businesses operate. Overall, the future of Edge AI looks promising, with endless possibilities for improving efficiency, security, and decision-making capabilities in various industries. As hardware technology continues to advance and more businesses adopt Edge AI solutions, we can expect to see even greater developments and advancements in this field.

Expansion of Edge AI Use Cases

As Edge AI technology continues to evolve, we can expect to see an expansion of use cases across various industries. From healthcare and agriculture to manufacturing and retail, businesses will find new and innovative ways to leverage Edge AI to improve efficiency, enhance customer experiences, and drive growth.
For instance, in agriculture, Edge AI-powered drones can monitor crop health in real time, enabling farmers to make data-driven decisions and optimize their yields. In retail, smart shelves equipped with Edge AI can track inventory levels and automatically reorder products, reducing stock outs and improving customer satisfaction. The possibilities are endless, and the future of Edge AI is full of exciting potential. One example of a company that is in charge of creating Edge AI-powered drones for agriculture is DroneDeploy. DroneDeploy offers innovative solutions that enable farmers to monitor crop health with precision and efficiency.

Conclusion

As we conclude our Edge AI blog series, we hope you have gained valuable insights into the benefits, challenges, and future developments associated with this transformative technology. From understanding its impact on various industries to exploring its innovation potential, Edge AI represents a significant advancement in the way we process and utilize data.

Edge AI is revolutionizing the way businesses leverage IoT devices and smart sensors. By enabling real-time data processing, optimizing bandwidth usage, and enhancing security, Edge AI offers significant benefits for businesses across various industries. However, it’s essential to consider the initial setup costs, limited processing power, and maintenance challenges associated with Edge AI.

Looking ahead, advancements in Edge AI hardware, integration with 5G networks, and the expansion of use cases will drive the continued growth and adoption of this technology. For CEOs, technology executives, and business owners, staying informed about Edge AI developments and exploring its potential applications can provide a competitive advantage in today’s tech-driven world. Stay tuned for more in-depth explorations of the latest trends and technologies shaping our world.

Apple’s iPhone 16 Revolutionizes Business Tech – A Comprehensive Review

iPhone 16 and 16Pro

With every new iPhone release, Apple sets new standards, and the iPhone 16 is no exception. This latest marvel is packed with features that promise to transform how business leaders, tech executives, and influencers operate. In this blog post, we’ll explore the groundbreaking features of the iPhone 16, discuss its pros and cons, and take a sneak peek at what the future holds for Apple’s flagship product.

A Leap in Performance

With the iPhone 16 and 16 Pro, Apple is changing the way we think about smartphone photography. The new camera control buttons provide users with enhanced tactile feedback and more precise control over camera functions. These buttons make taking professional-quality photos and videos easier than ever, allowing users to focus on capturing the perfect moment with just a simple touch. Let’s dive into the details and see how these innovative features are set to transform the photography and videography landscape.

Cutting-Edge Processor

The iPhone 16 is powered by the A18 Bionic chip, delivering outstanding performance for seamless multitasking and productivity. Its advanced architecture boosts processing speeds while enhancing energy efficiency, ideal for long working hours. For tech leaders, the A18 effortlessly handles complex applications and data tasks, ensuring efficient operations and swift decision-making. With enhanced AI capabilities, businesses can leverage machine learning for predictive analytics and security, solidifying the iPhone 16 as an essential innovation tool in the corporate landscape.

Apple Intelligence Integration

Apple Intelligence

Apple Intelligence, an evolution of Siri with significantly upgraded AI and machine learning capabilities, is one of the standout features of the iPhone 16. This next-generation assistant is designed to become an indispensable business tool, offering seamless integration with various corporate applications and services. With enhanced natural language processing, Apple Intelligence understands and interprets complex commands and queries more accurately, providing precise and relevant responses.
For business leaders, Apple Intelligence can schedule and manage meetings, send emails, and compile reports simply through voice commands, reducing the need for manual input and minimizing errors. The AI’s advanced predictive analytics can forecast market trends and customer behaviors, delivering actionable insights to drive strategic planning. In customer service, Apple Intelligence can automate responses to common queries, improving response times and customer satisfaction.

Superior Battery Life

Battery life is crucial for business professionals on the go, and the iPhone 16 excels in this area, offering up to 27 hours of playback time for the iPhone 16 ProMax and 22 hours for the standard iPhone 16. This impressive battery life allows CEOs and business owners to stay connected without the constant search for an outlet.

Additionally, the iPhone 16 features fast charging capabilities, enabling quick top-ups during meetings or calls, ensuring users maintain productivity throughout the day. With smart energy-saving features that adapt to user habits, this device meets the demanding needs of busy professionals, alleviating the stress of low battery warnings in critical situations.

Enhanced Camera Ergonomics and Precision

The iPhone 16 and 16 Pro models revolutionize smartphone photography with new physical camera control buttons. These buttons are designed for optimal ergonomics, providing enhanced tactile feedback and precise control, similar to professional camera equipment. Integrated seamlessly with the iPhone 16’s photographic capabilities, they enable smooth navigation between modes, exposure adjustments, and zoom functionality, ensuring high-quality image capture. For professional photographers and content creators, the ability to make nuanced adjustments quickly is invaluable, enhancing the ability to capture fleeting moments without on-screen menu navigation. Constructed from high-quality materials and based on user feedback, these buttons cater to both amateur and professional users alike, setting a new standard for smartphone photography and accessibility to professional-quality imagery.

Redefined Display Technology

Display

ProMotion XDR Display

The iPhone 16’s ProMotion XDR display for Pro models revolutionizes user interaction with its impressive refresh rate of up to 120Hz, resulting in smoother scrolling and sharper visuals. This advanced technology enhances the visual appeal of apps and videos while dynamically adapting to conserve battery life. With HDR support, users can enjoy a wider color gamut and improved contrast for more lifelike imagery. For professionals who rely on their devices for impactful presentations, the clarity and vibrancy of the display ensure that key messages resonate with audiences.

True Tone and HDR10+ Support

True Tone technology and HDR10+ support greatly improve the iPhone 16’s display by enhancing color accuracy and dynamic range. True Tone automatically adjusts the white balance to suit ambient lighting, ensuring a natural viewing experience that is crucial for creative professionals who need precise color representation. This allows artists and designers to work confidently, knowing their edits will reflect accurately on other displays. HDR10+ further elevates the visual experience with improved contrast and brightness, rendering photos and videos more vibrant and lifelike. For businesses, this means showcasing products with remarkable clarity, boosting marketing efforts and customer engagement, making the iPhone 16 an essential tool for effective communication and brand presentation.

Eye Comfort Mode

Eye Comfort Mode effectively reduces blue light emissions, minimizing eye strain for professionals who spend long hours on their devices. By adjusting the display’s color temperature in low-light conditions, it creates a warmer viewing experience that alleviates discomfort. Excessive blue light exposure can disrupt sleep and lead to digital eye strain, including symptoms like dryness and irritation. With Eye Comfort Mode, users can work late into the night or tackle early morning tasks without adverse effects, promoting visual well-being and maintaining productivity.

Security and Privacy

Privacy

Advanced Face ID

Security is essential in business, and the iPhone 16 elevates this with Advanced Face ID, a facial recognition system that uses infrared sensors and machine learning for precise authentication. Unlike fingerprint scanners, it captures intricate facial details and functions well in various lighting conditions for swift access. This technology safeguards sensitive data with advanced anti-spoofing features and allows support for multiple user profiles, which is perfect for shared devices. With an error rate of just one in one million, Advanced Face ID enhances security while seamlessly integrating with secure payment systems, making it a vital resource for business leaders focused on safety and efficiency.

Secure Enclave

The Secure Enclave in the iPhone 16 is crucial for protecting user privacy and data integrity. It securely stores biometric data—like fingerprints and facial recognition—along with encryption keys, isolating this sensitive information from the main operating system to reduce exposure risks. This chip enables business executives to confidently store sensitive data while adhering to security standards. It performs cryptographic operations without exposing the underlying data, shielding against malware and unauthorized access. With its support for secure boot and device encryption, the Secure Enclave ensures device integrity from the outset, making it vital for compliance with regulations such as GDPR and HIPAA, thus fostering trust with clients.

Privacy-Focused Features

Apple’s dedication to user privacy shines through features like Mail Privacy Protection and App Tracking Transparency. Mail Privacy Protection enables users to conceal their IP addresses and keeps email open statuses hidden from senders, prompting marketers to rethink engagement metrics. Meanwhile, App Tracking Transparency requires apps to seek explicit user permission for tracking activity, allowing individuals to control their shared data.

Connectivity and Communication

iPhone 16

5G Capabilities

The iPhone 16 features advanced 5G capabilities, providing faster download and upload speeds, reduced latency, and improved connectivity. This enhancement leads to seamless video conferencing and rapid file sharing, which is crucial for business owners and tech leaders. With speeds over 1 Gbps, users can enjoy high-definition streaming and quick access to cloud applications. The low latency significantly improves virtual meetings and collaboration, ensuring productivity for remote and global teams.

Wi-Fi 6E Support

Wi-Fi 6E support enhances wireless connections by utilizing the 6 GHz spectrum, which alleviates congestion found in the traditional 2.4 GHz and 5 GHz bands. This expanded bandwidth is vital in crowded environments like conferences and corporate offices, enabling multiple devices to connect simultaneously without speed loss. For technology executives, it means uninterrupted connectivity during meetings and seamless access to cloud services, promoting efficiency. Additionally, improved latency and capacity allow teams to collaborate in real time through video conferencing and shared digital workspaces, making Wi-Fi 6E an essential asset for organizations embracing hybrid work models.

Enhanced Audio Quality

Enhanced audio quality is achieved through spatial audio support and advanced microphone technology, providing an exceptional listening experience on the iPhone 16. Spatial audio creates a surround sound effect, making video calls feel more interactive and lifelike, which is particularly useful for CEOs conveying complex ideas without distractions. The improved microphone isolates the speaker’s voice while minimizing background noise, ensuring crystal-clear calls.

Business-Centric Features

Dedicated Business Mode

The iPhone 16 features a dedicated Business Mode designed to enhance professional productivity. This mode prioritizes work notifications and allows users to customize settings, focusing on essential apps while minimizing distractions. With enhanced Do Not Disturb options, personal notifications can be silenced during work hours, and users can set different profiles for various environments, such as meetings or focused work.

Seamless Integration with Apple Ecosystem

Seamless integration with the Apple ecosystem—including MacBooks, iPads, and Apple Watches—facilitates smooth transitions for business professionals using the iPhone 16. Users can employ features like Handoff to start a task on one device and effortlessly continue on another, such as finishing an email or sharing documents via AirDrop. This continuity allows access to the same files and applications across devices, enhancing collaboration with shared calendars, notes, and reminders. Such interconnectedness boosts productivity and ensures crucial information is readily accessible, empowering professionals to make informed decisions and respond swiftly to challenges.

Robust App Store for Business

The App Store offers a wide range of business applications, from project management to financial software, all optimized for the iPhone 16. Business owners can easily find tools tailored to their needs, like CRM systems and collaboration apps. Regular updates provide access to the latest features, and seamless integration with Apple’s ecosystem ensures efficient data sharing. Flexible in-app purchases and subscription models allow businesses to adjust their software usage as they scale. This extensive selection of apps helps professionals streamline operations and drive growth effectively.

Pros and Cons of the iPhone 16

A18 Bionic Chip

Pros

The iPhone 16 delivers exceptional performance with the A18 Bionic chip, ensuring rapid efficiency and smooth multitasking, perfect for business professionals. Its ProMotion XDR display provides vibrant visuals and smooth scrolling, enhancing productivity for presentations and creative tasks. With advanced security features like Face ID and the Secure Enclave, users can trust that their sensitive data is well-protected. Connectivity is robust, thanks to 5G and Wi-Fi 6E support, facilitating fast video conferencing and quick file sharing. Moreover, Apple prioritizes user privacy with tools such as Mail Privacy Protection, empowering users to safeguard their information effectively.

Cons

Despite its many advantages, the iPhone 16 comes with a high price point, which may be a barrier for some consumers. The premium cost could prevent potential buyers from accessing its advanced features and capabilities. Additionally, limited customization options within Apple’s closed ecosystem can be a drawback for those accustomed to more flexibility offered by Android devices. This can leave some users feeling restricted in how they personalize their devices. Lastly, there is a learning curve associated with adapting to the new features and interface of the iPhone 16. Some users may find it challenging to navigate these changes, which could hinder their overall experience with the device.

Future Plans for the Next iPhone

Future

Continuous Innovation

Apple is renowned for its unwavering commitment to continuous innovation, and the future iPhone models will undoubtedly expand upon the advancements introduced with the iPhone 16. Anticipate the emergence of even more powerful processors that leverage cutting-edge semiconductor technology, providing unparalleled performance and efficiency for demanding applications. Enhanced AI capabilities are on the horizon as well, with machine learning algorithms becoming more sophisticated, enabling features such as predictive text, advanced photo editing, and superior personal assistant functionalities.

Augmented Reality (AR) Integration

Augmented Reality (AR) is poised to be a key feature in future iPhone models, significantly enhancing user experiences in both personal and professional settings. Apple’s ongoing investment in AR technologies highlights its commitment to this innovation. Upcoming iPhones are expected to feature advanced AR capabilities, including better object recognition and realistic virtual overlays, which could transform industries with immersive shopping experiences, virtual try-ons, and interactive training sessions involving 3D models.

Sustainability Efforts

Apple is dedicated to reducing its environmental impact, and future iPhones will likely incorporate more sustainable materials and energy-efficient technologies. The company’s commitment to sustainability extends beyond product design; it encompasses the entire lifecycle of its devices, from sourcing raw materials to manufacturing, transportation, and eventual recycling. For instance, Apple aims to use 100% recycled aluminum in the enclosures of its products, which significantly reduces the demand for newly mined metals and minimizes carbon emissions associated with extraction processes.

Conclusion

The iPhone 16 stands as a monumental leap in business technology, providing unmatched performance, robust security, and superior connectivity. For business professionals, tech executives, and influencers alike, it is an indispensable tool that fuels productivity and sparks innovation. As we peer into the future, Apple’s unwavering dedication to innovation promises even more groundbreaking advancements. Be sure to stay tuned for the final blog in our BioTech series, where we will explore exciting developments in medical diagnostics and imaging.

Ransomware Is Becoming More Sophisticated–And It’s Costing Companies Millions

Is your company prepared to shell out millions of dollars to combat a cyberattack? It’s not just the major players who are getting hacked. Cybercriminals have expanded their arsenal and protection is becoming harder and harder to achieve.

Ransomware attacks rose by 150% in 2021, and that trend will continue in the last quarter of 2022 and into 2023.

High-profile victims like Colonial Pipeline and Solar Winds have had to remit millions in ransom payments to cybercriminal groups like DarkSide and BlackMatter. These cybercriminals are reinvesting their gains, resulting in bigger budgets for their future attacks.

With malware evolving, it’s more vital than ever that organizations stay up to date on the latest cybersecurity threats. Who are the top perpetrators and what can you do to ensure your safety? We will be delving into the current state of cybersecurity in a two-part series on the top trends in ransomware and how to protect your organization from cyber threats.

Check out our rundown below on the rise of ransomware in 2022.

THE EVOLUTION OF RANSOMWARE

Ransomware is typically defined as a threat actor using malware to encrypt files on a victim’s computer and only decrypting them in exchange for a sum of money. Their techniques have evolved over the years.

For example, double extortion techniques have become the norm, in which the hacker both encrypts data to prevent users from accessing it and steals the data with the intent to release it if the victim does not pay up. Hackers can threaten to leak industry secrets, intellectual property, or corporate dirty laundry if their targets do not pay the ransom.

HOW MALWARE EVADES CYBERSECURITY SOFTWARE 

Speed is key. If protection software catches malware early on, it can mitigate the damage. One of the ways in which ransomware actors can accelerate their programs is by employing a partial encryption scheme. These schemes only encrypt part of the file rather than the whole thing. This shortens the attack duration while achieving the same effect of encrypting sensitive information. Protection software often can’t keep up and detect the malware in time to save files from becoming inaccessible.

Ransomware actors will compete to get the best criminal hacker talent. They also try to find corporate insiders who will give them access to the inside of major organizations. For example, Lockbit 2.0 set the message below to a user’s wallpaper, offering millions of dollars to give access to insider information:

BLACKMATTER RANSOMWARE

On Friday May 7th, 2021, Colonial Pipeline was hit with a ransomware attack by DarkSide, a Ransomware-as-a-Service (RaaS) organization. The attack was highly successful in disrupting the major US fuel pipeline’s operations. Consequentially, DarkSide shut down as its servers were seized and its cryptocurrency wallets drained.

In the wake of that event, BlackMatter emerged, claiming to fill the void left by what was one of the elite ransomware organizations. BlackMatter adopted the best tools and techniques from a mix of LockBit, DarkSide and REvil. BlackMatter immediately sets a wallpaper that’s very similar to DarkSide’s which informs the user that all their files are encrypted (see below).

Analysis shows that the code to BlackMatter is similar, but not identical to DarkSide. HC3 claims the group is Russian speaking and likely Eastern European. Its targeted countries include the US, India, Brazil, Chile and Thailand. Cybersecurity firm Sophos Labs included a detailed breakdown of the various similarities between BlackMatter and its predecessors in the table below:

IS YOUR ORGANIZATION VULNERABLE?

Cybercrime is at an all-time high. Is your organization vulnerable? Furthermore, how can you protect your company?

A report by SonicWall found that out of the top 10 countries for ransomware volume, the US had nearly four times as many attacks as the other nine countries put together.

The security firm Kela discovered that cybercriminals use analytics to identify the ideal US victim. They are specifically hunting for companies with over $100 million in revenue that are using private networks, remote desktop protocols or tools from Citrix, VMware, Cisco, Palo Alto Networks, and Fortinet. The most targeted industry in 2021 has been government—government organizations saw 10 times more attacks than average in mid-2021.

It was previously thought that these hackers were inclined to shy away from organizations in education, healthcare, or the non-profit sector because they don’t have the budget to pay or can cause a backlash against the hacking group. However, hackers recently targeted LA School District, exposing more than 400,000 students, faculty and staff. With unscrupulous attacks like this on the rise, it appears no one is safe.

HOW CAN YOU PROTECT YOUR COMPANY?

In our next blog, we will explore the best cybersecurity practices you can implement to protect your company from hackers.

HL7 Protocol Enhances Medical Data Transmissions–But Is It Secure?

In our last blog, we examined how DICOM became the standard format for transmitting files in medical imaging technology. As software developers, we frequently find ourselves working in the medical technology field navigating new formats and devices which require specialized attention.

This week, we will jump into one of the standards all medical technology developers should understand: the HL7 protocol.

The HL7 protocol is a set of international standards for the transfer of clinical and administrative data between hospital information systems. It refers to a number of flexible standards, guidelines, and methodologies by which various healthcare systems communicate with each other. HL7 connects a family of technologies, providing a universal framework for the interoperability of healthcare data and software.

Founded in 1987, Health Level Seven International (HL7) is a non-profit, ANSI-accredited standards developing organization that manages updates of the HL7 protocol. With over 1,600 members from over 50 countries, HL7 International represents brain trust incorporating the expertise of healthcare providers, government stakeholders, payers, pharmaceutical companies, vendors/suppliers, and consulting firms.

HL7 has primary and secondary standards. The primary standards are the most popular and integral for system integrations, interoperability, and compliance. Primary standards include the following:

  • Version 2.x Messaging Standard–an interoperability specification for health and medical transactions
  • Version 3 Messaging Standard–an interoperability specification for health and medical transactions
  • Clinical Document Architecture (CDA)–an exchange model for clinical documents, based on HL7 Version 3
  • Continuity of Care Document (CCD)–a US specification for the exchange of medical summaries, based on CDA.
  • Structured Product Labeling (SPL)–the published information that accompanies a medicine based on HL7 Version 3
  • Clinical Context Object Workgroup (CCOW)–an interoperability specification for the visual integration of user applications

While HL7 may enjoy employment worldwide, it’s also the subject of controversy due to underlying security issues. Researchers from the University of California conducted an experiment to simulate an HL7 cyber attack in 2019, which revealed a number of encryption and authentication vulnerabilities. By simulating a main-in-the-middle (MITM) attack, the experiment proved a bad actor could potentially modify medical lab results, which may result in any number of catastrophic medical miscues—from misdiagnosis to prescription of ineffective medications and more.

As software developers, we advise employing advanced security technology to protect patient data. Medical professionals are urged to consider the following additional safety protocols:

  • A strictly enforced password policy with multi-factor authentication
  • Third-party applications which offer encrypted and authenticated messaging
  • Network segmentation, virtual LAN, and firewall controls

While HL7 provides unparalleled interoperability for health care data, it does not provide ample security given the level of sensitivity of medical data—transmissions are unauthenticated and unvalidated and subject to security vulnerabilities. Additional security measures can help medical providers retain that interoperability across systems while protecting themselves and their patients from having their data exploited.

AIoT: How the Intersection of AI and IoT Will Drive Innovation for Decades to Come

We have covered the evolution of the Internet of Things (IoT) and Artificial Intelligence (AI) over the years as they have gained prominence. IoT devices collect a massive amount of data. Cisco projects by the end of 2021, IoT devices will collect over 800 zettabytes of data per year. Meanwhile, AI algorithms can parse through big data and teach themselves to analyze and identify patterns to make predictions. Both technologies enable a seemingly endless amount of applications retained a massive impact on many industry verticals.

What happens when you merge them? The result is aptly named the AIoT (Artificial Intelligence of Things) and it will take IoT devices to the next level.

WHAT IS AIOT?

AIoT is any system that integrates AI technologies with IoT infrastructure, enhancing efficiency, human-machine interactions, data management and analytics.

IoT enables devices to collect, store, and analyze big data. Device operators and field engineers typically control devices. AI enhances IoT’s existing systems, enabling them to take the next step to determine and take the appropriate action based on the analysis of the data.

By embedding AI into infrastructure components, including programs, chipsets, and edge computing, AIoT enables intelligent, connected systems to learn, self-correct and self-diagnose potential issues.

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One common example comes in the surveillance field. Surveillance camera can be used as an image sensor, sending every frame to an IoT system which analyzes the feed for certain objects. AI can analyze the frame and only send frames when it detects a specific object—significantly speeding up the process while reducing the amount of data generated since irrelevant frames are excluded.

CCTV-Traffic-Monitoring-1024x683

While AIoT will no doubt find a variety of applications across industries, the three segments we expect to see the most impact on are wearables, smart cities, and retail.

WEARABLES

Wearable-IoT-Devices

The global wearable device market is estimated to hit more than $87 billion by 2022. AI applications on wearable devices such as smartwatches pose a number of potential applications, particularly in the healthtech sector.

Researchers in Taiwan have been studying the potential for an AIoT wearable system for electrocardiogram (ECG) analysis and cardiac disease detection. The system would integrate a wearable IoT-based system with an AI platform for cardiac disease detection. The wearable collects real-time health data and stores it in a cloud where an AI algorithm detects disease with an average of 94% accuracy. Currently, Apple Watch Series 4 or later includes an ECG app which captures symptoms of irregular, rapid or skipped heartbeats.

Although this device is still in development, we expect to see more coming out of the wearables segment as 5G enables more robust cloud-based processing power, taking the pressure off the devices themselves.

SMART CITIES

We’ve previously explored the future of smart cities in our blog series A Smarter World. With cities eager to invest in improving public safety, transport, and energy efficiency, AIoT will drive innovation in the smart city space.

There are a number of potential applications for AIoT in smart cities. AIoT’s ability to analyze data and act opens up a number of possibilities for optimizing energy consumption for IoT systems. Smart streetlights and energy grids can analyze data to reduce wasted energy without inconveniencing citizens.

Some smart cities have already adopted AIoT applications in the transportation space. New Delhi, which boasts some of the worst traffic in the world, features an Intelligent Transport Management System (ITMS) which makes real-time dynamic decisions on traffic flows to accelerate traffic.

RETAIL

AIoT has the potential to enhance the retail shopping experience with digital augmentation. The same smart cameras we referenced earlier are being used to detect shoplifters. Walmart recently confirmed it has installed smart security cameras in over 1,000 stores.

smart-shopping-cart

One of the big innovations for AIoT involves smart shopping carts. Grocery stores in both Canada and the United States are experimenting with high-tech shopping carts, including one from Caper which uses image recognition and built-in sensors to determine what a person puts into the shopping cart.

The potential for smart shopping carts is vast—these carts will be able to inform customers of deals and promotion, recommend products based on their buying decisions, enable them to view an itemized list of their current purchases, and incorporate indoor navigation to lead them to their desired items.

A smart shopping cart company called IMAGR recently raised $14 million in a pre-Series A funding round, pointing toward a bright future for smart shopping carts.

CONCLUSION

AIoT represents the intersection of AI, IoT, 5G, and big data. 5G enables the cloud processing power for IoT devices to employ AI algorithms to analyze big data to determine and enact action items. These technologies are all relatively young, and as they continue to grow, they will empower innovators to build a smarter future for our world.

A Smarter World Part 4: Securing the Smart City and the Technology Within

In the last installment of our blog series on smart cities, we examined how smart transportation will make for a more efficient society. This week, we’ll examine how urban security stands to evolve with the implementation of smart technology.

Smart security in the modern era is a controversial issue for informed citizens. Many science fiction stories have dramatized the evolution of technology, and how every advance increases the danger of reaching a totalitarian state—particularly when it comes to surveillance. However, as a society, it would be foolish to refrain from using the technical power afforded to us to protect our cities.

Here are the top applications for smart security in the smart cities of the future:

Surveillance

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Surveillance has been a political point of contention and paranoia since the Watergate scandal in the early 1970s. Whistleblower Edward Snowden became a martyr or traitor depending on your point of view when he exposed vast surveillance powers used by the NSA. As technology has rapidly evolved, the potential for governments to abuse their technological power has evolved with it.

Camera technology has evolved to the point where everyone has a tiny camera on them at all time via their phones. While monitoring entire cities with surveillance feeds is feasible, the amount of manpower necessary to monitor the footage and act in a timely manner rendered this mass surveillance ineffective. However, deep learning-driven AI video analytics tools can analyze real-time footage and identify anomalies, such as foreboding indicators of violence, and notify nearby law enforcement instantly.

In China, police forces use smart devices allied to a private broadband network to discover crimes. Huawei’s eLTE system allows officers to swap incident details securely and coordinate responses between central command and local patrols. In Shanghai, sophisticated security systems have seen crime rates drop by 30% and the amount of time for police to arrive at crime scenes drop to 3 minutes.

In Boston, to curb gun violence, the Boston police force has deployed an IoT sensor-based gunfire detection system that notifies officers to crime scenes within seconds.

Disaster Prevention

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One of the major applications of IoT-based security system involves disaster prevention and effective use of smart communication and alert systems.

When disasters strike, governments require a streamlined method of coordinating strategy, accessing data, and managing a skilled workforce to enact the response. IoT devices and smart alert systems work together to sense impending disasters and give advance warning to the public about evacuations and security lockdown alerts.

Cybersecurity

The more smart applications present in city infrastructure, the more a city becomes susceptible to cyber attack. Unsecured devices, gateways, and networks each represent a potential vulnerability for a data breach. The average cost of a data breach according to IBM and the Poneman Institute is estimated at $3.86 million dollars. Thus, one of the major components of securing the smart city is the ramping up of cybersecurity to prevent hacking.

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The Industrial Internet Consortium are helping establish frameworks across technologies to safely accelerate the Industrial Internet of Things (IIot) for transformational outcomes. GlobalSign works to move secure IoT deployments forward on a world-wide basis.

One of the first and most important steps toward cybersecurity is adopting standards and recommended guidelines to help address the smart city challenges of today. The Cybersecurity Framework is a voluntary framework consisting of standards, guidelines, and best practices to manage cybersecurity-related risk published by the National Institute of Standards and Technology (NIST), a non-regulatory agency in the US Department of Commerce. Gartner projects that 50% of U.S. businesses, critical infrastructure operators, and countries around the globe will use the framework as they develop and deploy smart city technology.

Conclusion

The Smart City will yield a technological revolution, begetting a bevy of potential applications in different fields, and with every application comes potential for hacker exploitation. Deployment of new technologies will require not only data standardization, but new security standardizations to ensure that these vulnerabilities are protected from cybersecurity threats. However, don’t expect cybersecurity to slow the evolution of the smart city too much as it’s expected to grow into a $135 billion dollar industry by 2021 according to TechRepublic.

This concludes our blog series on Smart Cities, we hope you enjoyed and learned from it! In case you missed it, check out our past entries for a full picture of the future of smart cities:

A Smarter World Part 1: How the Future of Smart Cities Will Change the World

A Smarter World Part 2: How Smart Infrastructure Will Reshape Your City

A Smarter World Part 3: How Smart Transportation Will Accelerate Your Business

Protect Your Enterprise with the Top Mobile App Security Tips of 2019

A recent study conducted by AppKnox concluded that out of 100 top E-commerce apps, 95% failed basic security testing, 68% had four or more loopholes present in them, and 68% of apps were diagnosed with high severity threats.

Some of the most popular applications, including WhatsApp, Pokemon Go, and Facebook Messenger, are among the most frequently blacklisted among top enterprises due to the security risks they pose.

As a mobile app developer, security can lead to disaster for both your business and your consumers. Here are our top security tips for 2019:

TESTING AND CODE OPTIMIZATION

The two most important processes for building a secure app are extensive testing and constant refinement of code.

Disorganized code often causes data security risks. Minify code to ensure it is clean and concise and does not burden the application. When coding, think like an attacker and address any vulnerability a hacker could use to penetrate your application. Use libraries that show coding errors to ensure you catch security risks.

By budgeting for a rigorous testing and quality assurance process from the outset of the application development process, software developers ensure their applications will be thoroughly secure. Do not allow time-constraints getting a product to market to interfere with this crucial step. Test for functionality, usability, and security. Test, test, and test some more.

SECURE YOUR APIs

Enterprise developers are relying on application programming interfaces (APIs) more than ever, posing additional security requirements. API development and mobile app development share security considerations. Any vulnerability in an API is a vulnerability in the applications that the API connects. Solve potential headaches with the following tips:

  • Ensure all APIs integrated in your app are optimized for security.
  • Monitor all add-on software carefully to ensure that they do not present any system vulnerabilities.
  • Budget time to test the security of your APIs as well.

Check out TechBeacon’s 8 essential best practices for API security for additional reading.

LIMIT DATA COLLECTION AND PERMISSIONS

By collecting as little data as possible and minimizing permissions, app developers limit vulnerable attack points on their app. If the app does not require access to the camera or contacts, don’t request it. The same sentiment can be applied to data: make sure  users are aware of what data your application is collecting from them and only collect user data that is vital to the application’s functionality.

INTEGRATE A SECURITY TEAM FROM DAY ONE

Incorporating a dedicated security team from the inception of the development process on will ensure that the application has a cohesive security strategy intertwined with app functionality. Bringing the security team in from day one will minimize vulnerabilities that otherwise may slip through the cracks if they are brought on later in the process.

PROTECT CONSUMER DATA

Consumer data is generally the most vulnerable element for any app. The higher the volume of consumer data, the more there is for hackers to steal. In addition to limiting data collections, app developers should look into new data encryption technologies and biometric authentication. Decentralized database technology like the blockchain cryptology are among the most high-tech data protection measures tech companies can undertake.

Learn more about the Blockchain for mobile development via Application Development Trends.

CONCLUSION

In order to maintain secure environments, app developers must stay constantly stay up-to-date on the latest security technologies. Reading tech publications and maintaining awareness of the latest trends will ensure your enterprise is ready to integrate with tomorrow’s tech.

Secure Your Cryptocurrency with the Right Wallet

While blockchain technology ensures that cryptocurrency transactions are immutable, irreversible, and secure, where cryptocurrency is stored is a determining factor in how secure it is. Having a vulnerable cryptocurrency wallet is like storing money at a suspicious bank: it’s unsafe and it behooves the investor to do enough research to sleep at night knowing their assets are safe.

WHAT IS A CRYPTOCURRENCY WALLET?

Every transaction in the blockchain shared record is signed by a private key linked to the user’s account. As we covered in the first blog in our cryptocurrency series, the blockchain is the decentralized mechanism that prevents double spending and validates transactions. Cryptocurrency wallets store the private keys. Although cryptocurrencies are not stored within the wallet, they are protected by the address created and stored by the wallet. Deciding on the right wallet for your cryptocurrency is one of the most important decisions since it will make or break the security of your assets.

There are five different types of wallets to choose from: mobile wallets, desktop wallets, hardware wallets, paper wallets and online wallets.

PAPER WALLETS

Paper wallets are the most basic form of wallet. They are an offline wallet consisting of two QR Codes. One of the codes is the cryptocurrency address and the other is the associated encrypted private key.

The benefit of a paper wallet is that it cannot be hacked. It is essentially a piece of paper that is stored in a safe place like a safe or safety deposit box. Unfortunately, while paper wallets may be exceptionally safe since they are unhackable, they are not exceptionally nimble. If you are looking to buy and sell cryptocurrencies frequently, this may not be the option for you.

ONLINE WALLETS

If you are new to cryptocurrency and have recently invested, chances are you are currently using an online wallet like Coinbase, Blockchain, or Xapo. Online wallets are run by third-party providers, so the security of currency is dependent on the company running the show. As the hack of NiceHash proves, this is not always the best thing. CoinBase insures their client’s investments and stores the majority of their cryptocurrency offline. While Online Wallets provide an easy avenue for buying and selling cryptocurrencies, storing cryptocurrency offline is significantly safer.

MOBILE WALLETS

Mobile cryptocurrency wallets are software wallets that make cryptocurrency available through mobile devices. One of the benefits of a mobile wallet is that merchants that accept cryptocurrency can use NFC technology to sync with their apps and provide wireless payments.

The most popular mobile wallets include Copay, breadwallet, and for Android users: Bitcoin Wallet. While mobile wallets make cryptocurrencies nimble, they are only as secure as the smartphone on which they are being used. Storing large amounts of cryptocurrency on mobile devices is not recommended, but they can be a good tool for investors who are buying and selling cryptocurrency on the go.

DESKTOP WALLETS

Like mobile wallets, desktop wallets are software designed for desktop computers. They are more secure than mobile wallets, but less nimble. Still, for those who want to secure their cryptocurrency and don’t mind being limited to their computer, desktop wallets are a great option.

Bitcoin Core is the original Bitcoin wallet, but it is somewhat techy and precarious to install as it requires downloading the entire blockchain.

Electrum is one of the most popular desktop bitcoin wallets. It’s easy to use and it can be configured for advanced features like TOR and cold storage, making it accessible to newbies with higher functionality for high-tech users.

Exodus features one of the best UIs available for a wallet. It allows users to instantly trade currencies stored within the exchange between themselves and it is partially open source.

HARDWARE WALLETS

Aside from paper wallets, hardware wallets are the most secure method of securing cryptocurrency. Hardware wallets are small computers, smartcards, or dongles created to generate private keys offline, securely signing transactions in the offline environment. Like paper wallets, hardware wallets cannot be hacked remotely and are as secure as the place in which they are stored. The only difference is that hardware wallets, like all technology, can lose functionality with age and improper upkeep.

The best hardware wallets are Ledger Nano and Trezor. Ledger Nano is a smartcard-based hardware wallet that can be used on any computer or Android phones with Mycelium or Greenbits mobile wallets. Trezor is a tiny computer, rather than a smartcard, but both upon set-up generate a random 24-word seed that backs-up the funds and can be used to recover all funds within the wallet. It is best to have a hardware wallet with its own screen, like Trezor, since hardware wallets that plug into the computer expose themselves to the security vulnerabilities of the computer.

TAKEAWAY

There are many ways to store cryptocurrency with varying levels of security. For those who are looking for the most secure method, hardware and paper wallets are the best route. For those who are looking to trade on the go, mobile and online wallets provide the best flexibility. Desktop wallets are the happy medium. So long as wallet options have been researched, cryptocurrency investors can rest easy knowing they made the informed decision.

Next week, for the next installment of our blog series on cryptocurrencies, we will explore the revolutionary mechanics of the Blockchain. Stay tuned!

Securing Your IoT Devices Must Become a Top Priority

The Internet of Things has seen unprecedented growth the past few years. With an explosion of commercial products arriving on the marketplace, the Internet of Things has entered the public lexicon. However,  companies rushing to provide IoT devices to consumers often cut corners with regard to security, causing major IoT security issues nationwide.

In 2015, hackers proved to Wired they could remotely hack a smartcar on the highway, kill the engine and control key functions. Dick Cheney’s cardiologist disabled WiFi capabilities on his pacemaker, fearing an attack by a hacker.  Most recently, the October 21st cyber attack on Dyn brought internet browsing to a halt for hours while Dyn struggled to restore service.

Although the attack on Dyn seems to be independent of a nation-state, it has caused a ruckus in the tech community. A millions-strong army of IoT devices, including webcams and DVRs, were conscripted with a botnet which launched the historically large denial-of-service attack. Little effort has been made to make common consumers aware of the security threats posed by IoT devices. A toy Barbie can become the back door to the home network, providing access to PCs, televisions, refrigerators and more. Given the disturbing frequency of hacks in the past year, IoT security has come to the forefront of top concerns for IoT developers.

SECURING CURRENT DEVICES

The amount of insecure devices already in the market complicates the Internet of Things security problem. IoT hacks will continue to happen until the industry can shrink vulnerable devices. Securing current devices is a top priority for app developers. Apple has made an effort to combat this problem by creating very rigorous security requirements for HomeKit compatible apps.

The European Union is currently considering laws to force compliance with security standards. The plan would be for secure devices to have a label which ensures consumers the internet-connected device complies with security standards. The current EU labeling system which rates devices based on energy consumption could prove an effective template for this new cybersecurity rating system.

ISPs COULD BE THE KEY

Internet service providers could be a major part of the solution when it comes to IoT Security. Providers can block or filter malicious traffic driven by malware through recognizing patterns. Many ISPs use BCP38, a standard which reduces the process hackers use to transmit network packets with fake sender addresses.

ISPs can also notify customers, both corporate and individuals, if they find a device on their network sending or receiving malicious traffic. ISPs already comply with the Digital Millennium Copyright Act which requires internet providers to warn customers if they detect possible illegal file sharing.

With the smarthome and over 1.9 billion devices predicted to be shipped in 2019, IoT security has never been a more important issue. Cyber attacks within the US frequently claim the front page of the mainstream media. CIO describes the Dyn attacks as a wake-up call for retailers. The combination of a mass adoption of IoT and an environment fraught with security concerns means there will be big money in IoT security R & D and a potential slow-down in time-to-market pipeline for IoT products.

Will the federal government get involved in instituting security regulations on IoT devices, or will it be up to tech companies and consumers to demand security? Whatever the outcome, this past year has proved IoT security should be a major concern for developers.

Safety First: Mobile Security Is More Than Worth the Investment

Having established the top mobile app trends for 2016 with our blog App to the Future, the Mystic Media blog is currently exploring each of the top trends in greater detail with a five-part series. This week, in Part 3 of our Top Mobile App Development Trends series, we will be examining security.

2015 saw several major data breaches, including 87 million patient records from Anthem and 21.5 million security clearance apps from the U.S. Office of Personnel Management. The European Union is currently crafting a General Data Protection Regulation designed to strengthen and unify data protection.

Gartner correctly predicted that over 75% of mobile applications would fail basic security tests in 2015. Many mobile companies are sacrificing security to attain quicker turn-around on smaller budgets, and the result has been disastrous for many. Even Apple hasn’t been safe from mobile app hacks.

Mobile application security is an integral part of the app development process worthy of the same level of attention as app creators give to design, marketing and functionality. With that in mind, here are some of the top app security trends for 2016:

DevOps Protocol on the Rise

In a recent RackSpace Survey of 700 IT manager and business leaders, 66% of respondents had implemented DevOps practices and 79% of those who had yet to implement DevOps planned to by the end of 2015.

DevOps is an approach to app development that emphasizes collaboration between software development, IT operations, security and quality assurance through all stages of the app development process under one automated umbrella. Utilizing a DevOps protocol improves app security by bringing the IT security team in at an early stage to guide the development process away from potential security threats. App Developers gravitate toward DevOps since it speeds up the time to market while increasing innovation. Like a conveyer belt, DevOps puts a system of checks and balances in place at all stages to ensure that the product will be sufficient for delivery.

By opening up the app development process, security team members can inject security into the code early in the development process and eliminate vulnerabilities before they become threats.

Security Risks In Wearable Tech

Wearable technology is on the rise not only in the marketplace, but as a major security vulnerability for businesses. With the technology in nascent stages, developers have been more concerned with creating a functional strategy for the wearable platform than they have been with improving security. Health and Fitness apps leave users the most vulnerable by constantly monitoring the user’s heartbeat, movement and location. With limited UI and an emphasis on usability, wearables severely lack in security features. App developers looking to create safe apps for this platform will have to innovate and dictate the trends in order to create apps that don’t put the user at risk.

IoT (Internet of Things) & BYOD (Bring-Your-Own-Device)

With the workplace increasingly becoming virtual, malicious hackers acting through the Internet of Things are targeting personal mobile devices in order to find vulnerabilities in businesses.

Bring-Your-Own-Device (BYOD) has increased in popularity in work cultures, each of which represents a potential vulnerability . Smartphone owners generally don’t invest in security on their personal devices with the same thoroughness as a business would when issuing work devices. Due to the boon of mobile work apps, many app developers are cutting corners to meet demand by sacrificing security in service of quicker turnover.

Wise and experienced app developers know you can’t put a price on safety, and they take the necessary precautions to protect the integrity of the app for its users and the app owner.

Major organizations must understand IoT and how it can improve or threaten their business through their employees’ mobile devices. By encouraging a culture of collaboration and welcoming unique expertise into the app development process at an early stage, DevOps practices help ingrain necessary knowledge about IoT and mobile security into organizations.

That’s it for app security! Be on the lookout for part 4 of our series on the top mobile app development trends for 2016 next week when we explore the Internet of Things.