Machine Learning - Expert commentary

In the ever-evolving struggle between cyber offence and defence, attackers have almost always moved first. In the emerging domain of artificial intelligence, this pattern appears to be repeating itself. Yet, global cybersecurity pioneers appear disconcertingly disengaged. Just over half even agree that AI-driven attacks are set to become dramatically more complex and widespread. Equally concerning is the widespread apathy regarding AI’s role in expanding an already sprawling corporate att...

Artificial Intelligence isn’t just a buzzword anymore. It has become part of our lives, and its uses and applications are growing every other day. Even the public sector, which usually is a late adopter of new technologies, has come onboard this new train. Law enforcement, in particular, has seen the advantages different AI technologies can offer to their work and has started to integrate them into their workflow and daily routines. But there is much more to come. Task automation: AI as...

Retailers now often find themself in a precarious situation. Profit margins are being squeezed by widespread shoplifting: The Council on Criminal Justice reports that between the first half of 2023 and the first half of 2024, shoplifting reports increased by 24%. Meanwhile, the strategies used by shops to deal with this situation are alienating consumers and affecting total sales. Andy Jassy, the CEO of Amazon, stated during an earnings call that customers are now purchasing more pharmaceutica...

Technology advances in the security industry are transforming the way modern systems are designed and installed. Customers today are looking for greater scalability and flexibility, lower up-front costs, and operational efficiency. Cloud-based software as a service (SaaS) solutions, AI-enhanced tools, and IoT-enabled sensors and devices are increasingly in demand. The traditional role of the systems integrator is evolving as a result. While security integrators have always worked closely with e...

From where I sit in talking to security pioneers every day, the traditional Global Security Operations Centre (GSOC) stands at a critical inflection point. Security teams are up against challenges in staffing, operational efficiency, and more threat complexity, which means “thinking outside the box” is becoming critical. The use of artificial intelligence (AI) is emerging as more than a buzzword in these situations; it’s becoming a game-changing force multiplier in security o...

Rapid technological advancement, artificial intelligence (AI) and machine learning (ML) are revolutionising traditional on-premises video security systems. These next-level tools are not just enhancing video data capabilities; they're transforming how businesses approach security, operational efficiency, and information analysis. Video analytics have been a part of security systems for many years, but the arrival of deep learning in 2009 marked a turning point. By training neural networks, basi...

As city managers, law enforcement agencies, and first responders face mounting pressure to combat crime and respond to emergencies with limited resources, real-time crime centres empowered by a new generation of data-driven technologies are emerging as an effective force multiplier.  Real-time crime centres Real-time crime centres (RTCCs) serve as centralised hubs where dedicated personnel leverage pioneering-edge technologies to analyse diverse data streams and provide critical support t...

Misconceptions about AI and analytics in video security are common due to the rapid evolution of the technology and varying levels of understanding. Artificial Intelligence (AI) and analytics are increasingly used as interchangeable terms when discussing video security cameras. AI v/s analytics While there is some overlap, it is important to articulate the differences between them when speaking to stakeholders or customers. As the myriad types of AI gain more prominence in the global dialogu...

These days, business is more collaborative, adaptable and connected than ever before. In addition to offering new identities and access privileges, new applications and data also increase the attack surface available to cyber criminals, hacktivists, state actors and disgruntled insiders. These new identities need to be handled carefully. CISOs must develop an identity management strategy that is consistent across on-premises, hybrid and cloud systems. Good security is built on solid identity go...

The average business owner or investor has some kind of security precaution in place, especially in the after-hours when there are fewer deterrents to inhibit criminal activity. Security guards, video surveillance systems, motion sensor lights, or even just fake cameras placed around the property are some of the common options people choose.  Future of overnight security Smart business owners are starting to realise, however, that some of these traditional security measures are becoming...

It’s no secret that the data security sector is constantly changing. It has an annual CGR of about 12.3%. Future trends in data security Much of this has to do with the rise of cybercrime in recent years, with reports showing that cyberattacks happen as often as every 39 seconds. To combat the growing rate of cybercrime, data security has been on the rise. As we journey further into this era, it becomes evident that a spectrum of significant trends is molding the future of data se...

GSX 2023 marks a poignant moment for the security industry as an increasingly complex risk landscape converges with the acceleration of technology innovation. Emerging from this environment are three key trends that will dominate the conference and the future of the security industry: (i) the adoption of AI, (ii) the use of predictive analytics, and (iii) a hybrid global and local risk management approach. As Chief Security Officer of Crisis24, a GardaWorld company, I regularly advise cli...

Global transportation networks are becoming increasingly interconnected, with digital systems playing a crucial role in ensuring the smooth operation of ports and supply chains. However, this reliance on technology can also create vulnerabilities, as demonstrated by the recent ransomware attack on Nagoya Port. As Japan's busiest shipping hub, the port's operations were brought to a standstill for two days, highlighting the potential for significant disruption to national economies and supply cha...

Physical security is essential for a modern production facility, users don’t want just anyone entering the building or accessing secure areas. But what about production machinery? Machine authentication is often a missing link in the security plan for manufacturers. Why machine authentication?  Most manufacturers have made significant investments in physical access control (PAC) for production facilities. Few shops currently hand out physical keys to employees or leave the building...

Open platform video technology software is more than just a product; it's a tool that helps customers achieve their desired business outcomes. Safety, round-the-clock security, and increased operational efficiencies are now the norm due to video technology. Responsible Technology Despite humanity’s impressive technological advances, we also recognise the immense responsibility that comes with technological innovation. It's not enough to focus solely on the positive impact video technol...

There’s been a long history of people thinking of “gates, guards, and guns” when referring to physical security. And for a long time, this was the norm. When analogue cameras required significant amounts of wiring and a dedicated guard to watch said feeds (think about any action movie from the 90s), the assumption was that security was protecting assets, but had little to do with the overall business.  Defining security with recent advancements Fast forward to more rec...

Inadequate security measures on your essential infrastructure can have severe consequences.  Consequences  Consider the rail industry: If a vandal cuts the cables on a vital mechanism that controls train signals, train safety is jeopardised. To avoid train collisions or derailments and thus significant damage to property and potential loss of life, the operating company must shut down the service until the infrastructure is repaired and the network is up and running again. The disru...

The security industry is going increasingly digital these days, with more small- and medium-sized businesses joining their global brethren by moving their data to the cloud, leveraging the benefits of artificial intelligence, and embracing more open solutions. Innovation is expected to continue at a rapid pace, thanks in part to the residual effects of the pandemic which has driven changes that might have otherwise taken five years or a decade or more to get into customers’ hands on a glo...

Dr. Henrik Siegle has been the CTO at Bosch Building Technologies since November 2021. In this interview, he speaks about the megatrends of energy efficiency and sustainability, and about new developments in the building technology sector. Dr. Siegle, the building industry is currently facing major challenges in the form of climate change and energy shortages. How is Bosch Building Technologies dealing with these challenges? Dr. Henrik Siegle: Energy efficiency and sustainability have long...

In the past five years, the retail landscape and the relationship between consumers and businesses has shifted drastically. It wasn’t too long ago when shopping at malls was considered a family activity and consumers shopped at local stores where they knew and interacted with sales personnel. Today, however, malls and interactions with employees are relics that accurately portray the way retail used to work. Retail companies have shifted their consumer model to focus on the online market...

At the start of the millennium, GRC was still very much in its infancy. Fast forward to 2022 and it is no longer seen as a siloed process. Now it is an organisation-wide concern that permeates every decision from C-suite to the shop floor. And its evolution shows no sign of slowing down as modern solutions are changing the way that GRC processes are delivered and embedded into day-to-day operations within organisations. So, what does the future look like? In an era where risk is accelerating, w...

If defence is the best form of attack, then in security, planned preventative maintenance (PPM) is the best way to protect your business from harm. Also known as PPM, the service ensures that your security efforts are up-to-date and effective. In the latest how-to guide, discover the benefits of planned preventative maintenance and learn how to add PPM to your building. What is Planned Preventative Maintenance? You have installed all of the necessary security measures for your business, now wh...

Although the wider adoption of 5G, together with faster connection speeds and improved bandwidth, opens up new prospects for telecom service providers, it also poses new risks in terms of network security. This article explains how telcos can make their newly-established 5G networks as well as telecom software solutions more impenetrable and secure. Implement robust device authentication protocols 5G is set to spur a wide-scale adoption of connected devices in the business and consumer sphere...

Nowadays the Internet of Things has become an integral part of business around the world. The enhanced functionality made possible by the Internet of Things (IoT) and associated technologies are responsible for many of the major changes seen across society today. Video surveillance Video surveillance is one area that experiences substantial evolution driven by IoT technology. The intelligent monitors and sensors of the IoT combined with emerging high-speed network solutions promise to improve...

Although video camera technology has been around since the early 1900s, it was not until the 1980s that video started to gain traction for security and surveillance applications. The pictures generated by these initial black and white tube cameras were grainy at best, with early colour cameras providing a wonderful new source of visual data for better identification accuracy. But by today’s standards, these cameras produced images that were about as advanced as crayons and coloring books....

One of the biggest security trends in the last two years has been the adoption of cloud-based services, spearheaded mainly by an increasing number of video surveillance-as-a-service (VSaaS) offerings. VSaaS market value According to MarketsandMarkets Research, the global VSaaS market value is expected to reach $6.2 billion by 2026. This growth is propelled by demand for remote access video services, less local hardware to maintain, new internet-enabled devices, and a lower total cost of owners...

Organisations have shifted business focus countless times since the onset of the pandemic. While many leaders have been primarily concerned with the immediate health and safety of their customers and employees, 2022 has given rise to a new trend: More than ever, business leaders are seeking security solutions that increase operational efficiency and cost savings as well as improve logistics and business insight. As working environments become more complex, organisations looking to drive higher...

Integrators need to be well versed in Total Cost of Ownership (TCO), when discussing video surveillance options with their customers. Business leaders are looking for the best, most economical technology that will address their security needs, and they also want to avoid being blind-sided by unplanned technology operations and service costs. While most folks understand that the initial cost of a video surveillance system is not the same as the total cost of ownership, many might be surprised to...

Back in 1890, Samuel Warren and Louis Brandeis published a ground-breaking article in the Harvard Law review called ‘The Right to Privacy’. To this day, it is regarded as one of the most influential essays in the history of American law and is widely regarded as the first publication in the United States of America to advocate a right to privacy, articulating that right primarily as a ‘right to be let alone’. In this essay, the authors questioned whether the arrival of p...

Trevor Dearing, the EMEA Director of Critical Infrastructure Solutions at Illumio, said “It is encouraging to see NIST releasing updated guidance acknowledging the increase in cyber-attacks targeting the supply chain and the consequent necessity to bolster the supply chain’s cyber security. We can no longer turn a blind eye to the exponential increase in attacks on the IT systems of manufacturers, logistics companies and organisations, which ultimately target the operational part of...