Machine Learning - Round table discussions

Suddenly, artificial intelligence (AI) is everywhere. The smart technology brings a range of benefits to our lives, from streamlining everyday tasks to making scientific breakthroughs. The advantages of AI and machine learning (ML) also include automating repetitive tasks, analysing vast amounts of data, and minimising human error. But how do these benefits apply to the physical security industry, and is there a downside? We asked this week’s Expert Panel Roundtable: What are the benefits,...

Machine learning (ML) is a field within Artificial Intelligence (AI) and one of the more common buzzwords in the physical security market. ML focuses on building computer systems that can learn and improve on their own, without being explicitly programmed for every scenario. Machine learning is poised to revolutionise physical security by offering a more proactive, data-driven approach to securing people and assets. We asked this week’s Expert Panel Roundtable: What is Machine Learning (ML...

Ideally, every new product or technology serves a need in the market, but not all new products are created equal. The impact of some new technologies is so profound that they make us rethink our preconceptions and may create a total transition in the broader market. These are the technologies we call “game changers” because they prompt a significant shift in the current manner of doing or thinking about security. We asked this week’s Expert Panel Roundtable: What current techno...

An organisation’s security director manages a staff of security personnel, implements and enforces security policies and procedures, and generally ensures the safety of personnel and visitors to the organisation’s premises. Over the years, the role of security director has expanded to include new disciplines such as cybersecurity. More and more, security directors are also taking a “seat at the table” as integral and critical members of a company’s management team....

According to a report by the U.S. Government Accountability Office (GAO), artificial intelligence (AI) is expected to transform all sectors of society, including national security. The physical security marketplace is certainly feeling the impact of the new technology, which has quickly gained prominence as one of the industry’s most popular buzzwords. To assess the more practical aspects of the situation, we asked this week’s Expert Panel Roundtable: How is artificial intelligence (...

Risk is a core concept in the practice of physical security. However, the risk is not always assessed effectively. Ideally, an organisation's appetite for risk guides its security strategy and action planning to the minutest detail, including buying decisions for security equipment and systems. We asked this week's Expert Panel Roundtable: How does the concept of risk influence buying decisions in the security market?  

With 2023 well underway, it’s a good time to look back on what we learned in the tumultuous previous year. In the security marketplace, there was no shortage of technology developments and a few challenges that kept 2022 interesting, to say the least. But what can we learn from the past? We asked this week’s Expert Panel Roundtable: What changes had the biggest impact on the security marketplace in 2022?

The holiday season is marked by festive spirit and family celebrations, but it is also the busiest time of year for retailers. Busy shoppers willing to spend money are an upside to the holiday shopping season, and many businesses depend on the holiday rush as a critical element to having a successful year. A downside of a busy holiday season is an increase in retail security threats including shoplifting. We asked this week’s Expert Panel Roundtable: How can technology address loss prevent...

Connectivity is literally the difference between products operating individually and those combined into a more powerful system. Many of the devices that connect today’s security products reflect mature technologies that have been proven over time. However, innovation is also driving the need for new approaches to connectivity and networking. We asked this week’s Expert Panel Roundtable: What are the new developments in networking and connectivity for security?

Machine learning refers to the evolving ability of computer systems to learn and adapt without following explicit instructions. It essentially involves the use of algorithms and statistical models to analyse and draw conclusions from patterns in data. In the security industry, when it comes to buzzwords, artificial intelligence (AI) has a higher profile than the more specific related term, although machine learning is a better description of tools that are gaining popularity in physical security...

The Metaverse sounds like the plot of the latest summer action movie. In reality, it’s a technology - or, more accurately, a group of technologies - that will likely have a transformational impact on a host of markets. For security, the Metaverse has an extensive list of needs. It also presents some opportunities. We asked this week’s Expert Panel Roundtable: What does the Metaverse mean for security?

It’s safe to say there has been more change in the workplace in the last two years than ever before. Driven by the pandemic, technology has both allowed greater flexibility for employees and enabled continuing prosperity for many companies that otherwise would have had to cease operation. But have security protocols and practices done enough to enable companies to keep pace with the changes? We asked this week’s Expert Panel Roundtable: Have security protocols and practices kept up w...

The price of a security system and the value it provides are two different things. For end users, the objective is to minimise price, while maximising value. A system may both have a higher price and provide greater value, but not always. Because customers want to pay as little as they can, it is necessary to make a case that a system provides the best possible value, whatever the cost. We asked this week’s Expert Panel Roundtable: How can customers go beyond price to maximise the ‘...

The advantages of security systems as forensic and investigative tools are well understood and demonstrated in the market. However, the new trend is toward systems that are useful in real-time and that even predict a security event, before it happens. We asked this week’s Expert Panel Roundtable: Which security systems are becoming more proactive than reactive?

The last regularly scheduled spring ISC West trade show was held in 2019. The show returned last year with a rescheduled event in the summer, and attendees were largely pleased with the offerings. However, the ‘real’ ISC West, in the spring in Las Vegas, Nevada, will resume a decades-old tradition in 2022 that has been a major driver of industry market growth and innovation. The show is also an annual reunion of sorts for the security industry, and we are all ready for a reunion! We...

Supply chain issues have plagued the economic recovery during and after the COVID-19 pandemic, and the problems show every indication of persisting for months or even years to come. Supply chain challenges have impacted the security marketplace in many ways, reflecting the breadth and variety of products needed to secure people, facilities, and assets. Wondering about the specifics of that impact, we asked this week’s Expert Panel Roundtable: How does disruption of the global supply chain...

Environmental concerns and ‘green’ initiatives have been gaining steam recently with increasing attention to issues, such as climate change and the drive to ‘net zero’ emissions. Sustainability has not historically been a big concern in the physical security market, but the times are changing. We asked this week’s Expert Panel Roundtable: How can the security industry be more environmentally friendly and contribute to sustainability?

The COVID-19 pandemic has complicated the task of securing hospitals and healthcare facilities by adding new concerns about disease transmission to the long list of other threats healthcare security professionals face. Hospital security must also crack the code to both allow open public access to healthcare facilities while keeping out violence and other security threats. We asked this week’s Expert Panel Roundtable: What are the security challenges of the healthcare industry?   

Sadly, active shooter incidents have become so common that they no longer grab big headlines or dominate the news cycle. A near-constant cascade of active shooter events persists in the background of our collective consciousness, a familiar drumbeat that is no less tragic because it is continuous. As more active shooter incidents occur, the security marketplace continues to implement solutions to minimise the impact, including gunshot detection. We asked this week's Expert Panel Roundtable: What...

A new generation of security professional is waiting in the wings. They will be faced with unprecedented challenges, as they seek to transform the security marketplace to the ‘next level’. Technology changes ensure the market will be very different 10 years from now and the fresh labour pool will need to be able to meet the host of new challenges. We asked our Expert Panel Roundtable: What exciting career opportunities in the security industry await the next generation?

Residential security and smart homes are rapidly changing facets of the larger physical security marketplace, driven by advances in consumer technology and concerns about rising crime rates. During the COVID-19 pandemic, many people spent more time at home and became more aware of the need for greater security. As workplaces opened back up, returning workers turned to technology to help them keep watch over their homes from afar. We asked this week’s Expert Panel Roundtable: What are the...

Cost is a reality to be managed. No matter how powerful or desirable a technology may be to a customer, the sale often comes down to the basic question: Can I afford it? And affordability extends not just to the purchase price, but to the cost of technology over its lifespan. In addition to advances in technology capabilities, the security industry has also achieved inroads to make its offerings more worth the cost. We asked this week’s Expert Panel Roundtable: What is the physical securi...

“Deep learning” is recently among the more prevalent jargon in the physical security industry, and for good reason. The potential benefits of this subset of artificial intelligence (AI) are vast, and those benefits are only now beginning to be understood and realised. But how can we separate the marketing hype from reality? How can we differentiate between future potential and the current state of the art? To clarify the latest on this new technology, we asked this week’s Exper...

Artificial intelligence (AI) is simultaneously an emerging technology, a common term in popular culture, and a buzzword in the security industry. But these aspects of the term can lead to misunderstanding in the marketplace. AI technology is continuing to emerge, but what is the reality today? How do depictions of AI in popular culture impact how it is understood in the real world of security? As a buzzword, at what point does marketing hype garble our understanding of reality? We asked this wee...

The idea of touchless systems has gained new levels of prominence during the last year, driven by the global COVID-19 pandemic. Contactless systems have been part of the industry’s toolbox for decades, while technologies like facial and iris recognition are finding new uses every day. We asked this week’s Expert Panel Roundtable: Which security markets are embracing touchless, contactless systems and why? 

Adoption of General Data Protection Regulation (GDPR) by the European Union in 2016 set a new standard for data privacy. But adherence to GDPR is only one element, among many privacy concerns sweeping the global security community and leaving almost no product category untouched, from access control to video to biometrics. Because privacy concerns are more prevalent than ever, we asked this week’s Expert Panel Roundtable: What is the impact on the physical security market?

Many of us take critical infrastructure for granted in our everyday lives. We turn on a tap, flip a switch, push a button, and water, light, and heat are all readily available. But it is important to remember that computerised systems manage critical infrastructure facilities, making them vulnerable to cyber-attacks. The recent ransomware attack on the Colonial Pipeline is an example of the new types of threats. In addition, any number of physical attacks is also possibilities. We asked this we...

Perimeter security is the first line of defence against intruders entering a business or premises. Traditionally associated with low-tech options such as fencing, the field of perimeter security has expanded in recent years and now encompasses a range of high-tech options. We asked this week’s Expert Panel Roundtable: What are the latest trends in perimeter security technology?

In the past few weeks, the light at the end of the COVID-19 tunnel has brightened, providing new levels of hope that the worst of the pandemic is behind us. Dare we now consider what life will be like after the pandemic is over? Considering the possible impact on our industry, we asked this week’s Expert Panel Roundtable: Which security technologies will be most useful in a post-pandemic world?

When technology performs a required task effectively, there is little reason to upgrade to the ‘next big thing’. In this regard, the physical security market is notoriously slow to change. Much of yesterday’s most robust and dependable equipment is still in place at thousands of customer sites, still performing as well as the day it was installed. However, there comes a point when any technology becomes outdated. We asked this week’s Expert Panel Roundtable: Which securi...