Machine Learning - Security beat
Anyone who has been in a proverbial cave for the last couple of years faced a language barrier at this year’s ISC West 2025 trade show. The industry’s latest wave of innovation has brought with it a new bounty of jargon and buzzwords, some of which I heard at ISC West for the first time. As a public service, we are happy to provide the following partial glossary to promote better understanding of the newer terms. (Some are new to the security industry but have been around in the IT...
With the year 2025 stretched out before us, there are many techniques one could use to predict what will happen in the new year. You might analyze historical data and analyze future trends. Or you could try statistical or economic modeling. Or you could develop multiple scenarios based on various assumptions to explore potential outcomes. Or you could just check your email. At this time of year, my email is full of industry folks looking to predict what the future holds in 2025. Ranging from a...
Security applications for drones have evolved to provide benefits such as bird's-eye views of large areas, easy access to remote locations, and rapid deployment. However, to date, most drone applications have been outdoors. Not for long. Today, indoor drones are also finding unique opportunities for enhanced surveillance, security, and operational efficiency in indoor environments such as offices, warehouses, self-storage facilities, and malls. Indoor drones can navigate complex indoor spaces,...
The shift from standalone systems to fully integrated solutions is one of the biggest shifts the security industry has experienced in recent years. There is a higher demand for integrated solutions that go beyond just security at the device and software level, and manufacturers have been continuously developing improved application programming interfaces (APIs), and hybrid and cloud-connected solutions. Artificial intelligence (AI) Also, artificial intelligence (AI) plays an important...
Security professionals are recognizing the intelligence value of leveraging publicly and commercially available information. This information can now be accessed more effectively from typically hard-to-reach regions. Also, the technological capabilities have matured in our age of artificial intelligence, machine learning, and data science. Intelligence has historically been based on classified data. However, today’s unclassified data, including open-source intelligence (OSINT), is increa...
In the competitive world of physical access control, Big Tech companies are seeking to play a larger role. Physical access competition Apple Wallet continues to stake its claim on mobile credentialing. Amazon One Enterprise is pushing a palm-based identity service. Google/Nest offers smart locks for home access control, with identity and access management provided in the Google Cloud. The entry of these big companies in the historically fragmented physical access control market is causing di...
Already a strong player, particularly in New Zealand and Australia, Gallagher is still climbing in the U.S. market, which it sees as a big opportunity to invest in the company. Active in the United States for 10 years, Gallagher undertook a more aggressive growth strategy about five years ago. There are 52 employees in Gallagher’s U.S. security business, and about half the workforce has been hired in the last couple of years. They have grown from three sales territories to 16, operated b...
Companies at GSX 2023 emphasized new ways that technologies such as artificial intelligence (AI) and the cloud can address long-standing issues in the security market. Among the exhibitors at the event in Dallas were companies seeking creative ways to apply technology, lower costs, and make the world a safer place. Reflecting on the exhibition, here are some additional takeaways. Expanding AI at the edge i-PRO is a company reflecting the continued expansion of edge AI capability in the...
GSX 2023 has its share of new product announcements, although many of the new products are enhancements to technologies shown at last spring’s ISC West show in Las Vegas. Booth traffic on the first day seemed busy at the Kay Bailey Hutchison Convention Center in Dallas, although one exhibitor complained that it takes some time for the traffic to make its way to the farthest areas of the show floor. Apparent throughout the GSX show is an expanding idea of what constitutes security. Incre...
When it comes to security cameras, the end user always wants more—more resolution, more artificial intelligence (AI), and more sensors. However, the cameras themselves do not change much from generation to generation; that is, they have the same power budgets, form factors and price. To achieve “more,” the systems-on-chips (SoCs) inside the video cameras must pack more features and integrate systems that would have been separate components in the past. For an update on t...
New buzzwords were abundant in the articles that generated the most clicks on our website in 2022. From the metaverse to the Internet of Things, from frictionless access control to artificial intelligence (AI), the topics most popular among our site’s visitors were at the cutting edge of change and innovation in the physical security marketplace. Here is a review of the Top 10 Articles of 2022, based on reader clicks, including links to the original content: Metaverse will promote collab...
Collaboration among manufacturers in the physical security industry can result in systems that are easier to install for integrators and that provide a better customer experience for end users. Illustrating the point is the recent collaboration among a turnstile technology company, a supplier of short-range wireless readers/writers, and a biometric business focused on ‘frictionless’ access control. “The more manufacturers collaborate with each other, the more benefits fo...
GSX 2022 this week in Atlanta highlights the changing role of security in the enterprise. The role of the security director increasingly will encompass facets of cybersecurity as well as physical security. Transitioning to an operation that incorporates both disciplines requires a workforce that embraces education and building new skills. Education and the opportunity to build new skills are evident everywhere at GSX, including in the hundreds of education sessions and also in the knowledge sha...
As new technologies incorporate artificial intelligence (AI) and overall uses of AI continue to expand, what protections are in place to prevent its misuse? Artificial intelligence, like any technology or security measure, is not inherently bad. It can, however, be used for nefarious purposes and in ways that were never intended or thought of. ‘Responsible AI Policy’ to protect users Prosegur has created a ‘Responsible AI Policy’ to protect users from potential AI threa...
For an enterprise, addressing cyber security requires that stakeholders have immediate access to critical information compiled from multiple sources and presented where and how they need it. Various data sources monitor the cyber security status of a company’s computer systems to provide real-time visibility. Aggregating that data into visual dashboards and presenting it to operators enables any cyber security problems to be flagged quickly and resolved. Software system enhances cyber se...
Consolidation is a dominant trend in the security marketplace. Large companies typically swallow up smaller companies as a means of expanding both their technology portfolios and their geographic reach. Sometimes a big fish is swallowed up by an even bigger fish. Despite the pandemic and resulting economic challenges, the security market has continued to be a desirable environment for both big players and startups, which then provide abundant acquisition targets for the larger compa...
Access control systems are plagued by problems, such as false alarms and tailgating. Hakimo is a new company that applies concepts of deep learning to reduce false alarms and tailgating, and to make access control more accurate. False or nuisance alarms from access control systems take a lot of time and attention for operators in global security operations centers (GSOCs). It’s wasted time they could use to perform more high-level duties. Hiring enough GSOC operators to monitor and resolv...
ISC West is back in a big way in 2022, taking Las Vegas by storm with a level of attendance and enthusiasm that makes it seem like 2019 all over again. There are few face masks to get in the way of long-overdue person-to-person communications; no social distancing as the crowd gathers for the show to open on the first day. The only remnants of the pandemic are Reed Exhibition’s stringent health and safety guidelines, evidenced by a more complex registration process and the wearing of wri...
Metaverse is a familiar buzzword today, but few people grasp what it really means. In the simplest terms, the metaverse is an online ‘place’ where physical, virtual and augmented realities are shared. The term, Metaverse, suggests a more immersive online environment that combines elements of augmented reality (AR) and virtual reality (VR). metaverse Expectations of the metaverse today are largely built on hype. You hear more about future and eventual potential than about the curren...
Since 2018, an open platform has been developing to enable the security and safety industry to work together smoothly across brands and systems to improve user experience and solutions. Pioneering the effort has been the Open Security & Safety Alliance (OSSA®). Delivering video-sensing solutions such as cameras and AI boxes, the open ecosystem is a reality. We are turning to OSSA President Johan Jubbega and OSSA Strategy Committee Chair Steve Ma for a progress update. Why is now the pe...
Mergers and acquisitions are among the most disruptive forces in the security marketplace. However, they are also both a reality and a growing trend. Whenever there is value to be leveraged, companies tend to enter into business transactions to maximize that value. For the security industry, the result is a continually shifting collection of manufacturer companies seeking new ways to provide value to customers. M&A activity continued unabated in 2021, despite residual industry challenges su...
Newer facial recognition systems are scalable and provide more accurate results, and the end-user selects the parameters of system performance to suit their own application needs. “We have developed algorithms that can be optimized in various compute environments, whether in a small chip inside an edge device or on a large server device,” says Ido Amidi, Oosto’s Vice President of Products and Business Development. “It all depends on client needs. We can do it all withou...
For security professionals who thought analog systems were a thing of the past, a new approach by Mythic Inc. demonstrates that everything old is new again. Using older technology in a new way, the Mythic M1076 Analog Matrix Processor leverages analog computer chips from a previous generation to drive new levels of artificial intelligence (AI) performance with lower power requirements. Low power and high speed Mythic provides power-efficient AI at the edge, including inside video...
A new generation of video cameras is poised to boost capabilities dramatically at the edge of the IP network, including more powerful artificial intelligence (AI) and higher resolutions, and paving the way for new applications that would have previously been too expensive or complex. Technologies at the heart of the coming new generation of video cameras are Ambarella’s newest systems on chips (SoCs). Ambarella’s CV5S and CV52S product families are bringing a new level of on-camera...
Imagine a world where video cameras are not just watching and reporting for security, but have an even wider positive impact on our lives. Imagine that cameras control street and building lights, as people come and go, that traffic jams are predicted and vehicles are automatically rerouted, and more tills are opened, just before a queue starts to form. Cameras with AI capabilities Cameras in stores can show us how we might look in the latest outfit as we browse. That’s the vision fr...
Travel volumes at airports have been increasing of late, although still below the 2.5 million or so passengers the Transportation Security Administration (TSA) screened every day, on average, before the pandemic. As passengers return, they will notice the airport security experience has changed during the pandemic – and many of the changes are likely to continue even longer. Need for touchless technology The lowest U.S. air travel volume in history was recorded last April, with approxim...
Growth is accelerating in the smart cities market, which will quadruple in the next four years based on 2020 numbers. Top priorities are resilient energy and infrastructure projects, followed by data-driven public safety and intelligent transportation. Innovation in smart cities will come from the continual maturation of relevant technologies such as artificial intelligence (AI), the Internet of Things (IoT), fifth-generation telecommunications (5G) and edge-to-cloud networking. AI and computer...
Convergint Technologies’ rapid growth has come through a combination of organic growth and acquisitions — they have acquired 35 companies since 2014. Growth has been a focus since day one when the founders started the systems integration company with 10 colleagues in a basement. Today, the diverse company includes more than 5,000 employees globally. As technology has advanced and business practices have evolved, Convergint’s core values and beliefs have guided their path forwa...
Artificial intelligence (AI) is more than a buzzword. AI is increasingly becoming part of our everyday lives, and a vital tool in the physical security industry. In 2020, AI received more attention than ever, and expanded the ways it can contribute value to physical security systems. This article will revisit some of those development at year-end, including links back to the originally published content. In the security market today, AI is expanding the use cases, making technologies more power...
The coronavirus pandemic had a monumental impact on all aspects of the business world, including the security industry. However, amid the gloom and doom, many security professionals also saw opportunity: New ways the industry’s products could be applied to address the challenges of coping with the virus. This article will review some of those opportunities, based on our reporting throughout the year and including links back to the original articles. During and after the pandemic, security...
