Machine Learning - News

The pace of technological progress is best described as relentless. Cyber attacks have evolved from opportunistic strikes into highly automated, intelligent campaigns that move at faster than ever. Traditional security operations centres, built for a slower and more predictable threat landscape, are struggling to keep up. This is where the AI-native Security Operations Centre (SOC) enters the scene, not as a luxury, but as a necessity. An AI-native SOC reimagines security operations from the gr...

FARx, the world's only AI-fused biometrics company, has appointed former BT executive and Cambridge technology leader Chris Bruce as Chairman, as the business prepares for its next phase of UK and international growth. The move comes after FARx recently secured £625,000 in seed funding through the Seed Enterprise Investment Scheme (SEIS) and the Enterprise Investment Scheme (EIS) with plans to expand its patented biometric authentication technology into global markets. Biometric authenti...

Security operations centres of the past were pictured as quiet control room filled with blinking dashboards with constant surveillance from human analysts. Today, cyber security teams utilise high-speed decision engines; constantly interpreting signals, filtering noise, and responding to threats that evolve by the minute. In this environment, terms like AI SOC, SIEM, and SOAR are often used interchangeably, yet each plays a distinct role. In this article, users will learn what sets these three...

Security operations today can feel like trying to drink from a firehose while someone keeps turning up the pressure. Alerts sound from every direction, each demanding attention as it carries the possibility of a real threat. Somewhere in that torrent, genuine risks hide among noise. This is where many Security Operations Centres (SOCs) begin to struggle. In this article, users will learn how an AI-powered SOC transforms this experience by reducing false positives and easing alert fatigue. We wi...

As the pace of progress quickens, organisations face a growing volume of alerts and increasingly sophisticated attacks. Security teams are expected to detect and respond to threats quickly, often with limited resources. This is where an AI-native Security Operations Centre (SOC) becomes essential to improve visibility, detection accuracy, and response times. Alerts rain down, attackers adapt in real time, and defenders are expected to see patterns in the chaos. A SOC is fuelled not just by algor...

Cyber threats are evolving at a pace that bewilder even seasoned security analysts. Attackers used to be easy to detect; with their reliance on phishing emails riddled with spelling mistakes or predictable malware signatures. Today’s threat actors are harnessing artificial intelligence to automate reconnaissance, generate convincing social engineering campaigns, evade detection, and adapt their attacks in real time. Against this backdrop, many traditional Security Operations Centre, or SOC...

Cybersecurity teams face a difficult reality. Organisations are collecting more security data than ever before, yet many still struggle to detect threats quickly, respond efficiently, or keep pace with increasingly sophisticated attacks. Traditional Security Operations Centre (SOC), once considered the backbone of enterprise defence, are under pressure from alert overload, analyst burnout, and attackers who now use automation and artificial intelligence themselves. As a result, AI-driven SOC is...

Cybersecurity teams are experiencing a shift in their scope of work. Attack surfaces are expanding, threat actors are becoming more sophisticated, and the speed of modern attacks is outpacing traditional security operations. At the same time, organisations are facing off a spike in alerts, struggling with analyst burnout, and dealing with an ongoing shortage of skilled cybersecurity professionals. Against this backdrop, Artificial Intelligence has emerged as one of the most transformative techn...

Cybersecurity operations are evolving at the speed of a fibre-optic lightning storm. Security teams are dealing with cyberattacks, increasingly complex IT environments, and a flood of alerts that can bury analysts beneath digital noise. In response, many organisations are turning to AI-powered Security Operations Centre (SOC) to improve threat detection, automate response processes, and strengthen resilience. Yet one important question remains: can AI-powered SOC meet strict regulatory and comp...

Security Operations Centres (SOC) are evolving at a remarkable pace. What once relied heavily on manual investigation and rule-based monitoring is now increasingly powered by artificial intelligence, machine learning, and automation. As cyber threats grow faster, more evasive, and more sophisticated, organisations are under pressure to modernise their SOC capabilities without sacrificing visibility, compliance, or operational control. For Chief Information Security Officers, choosing the right...

Cybersecurity operations are undergoing a remarkable transformation. For years, Security Operations Centres (SOC) have relied on skilled analysts, rule-based detection systems, and increasingly sophisticated automation to protect organisations from cyber threats. Today, the next evolution is already taking shape: the Autonomous SOC. In this article, users will learn what an Autonomous SOC is, how it differs from traditional and AI-assisted SOC models, why organisations are increasingly turning...

Pressure is increasing on modern Security Operations Centre (SOC). Cyber threats are growing in volume, sophistication, and speed, while security teams face increasing workloads, talent shortages, and alert fatigue. Many SOC analysts spend a significant portion of their day investigating alerts that ultimately turn out to be false positives, leaving less time to focus on genuine threats. Artificial intelligence (AI) is helping organisations address this challenge by transforming one of the most...

To meet the challenge of detecting, investigating and responding to increasingly quick threats, organisations are investing in advanced security technologies that can strengthen their security operations and improve resilience against cyber attacks. Two technologies that are often discussed together are Extended Detection and Response (XDR) and AI-powered Security Operations Centres (AI SOCs). While both play critical roles in modern cyber defence, they serve different purposes and deliver valu...

Cyber threats are becoming faster, more sophisticated, and increasingly difficult for traditional Security Operations Centres (SOC) to manage. Security teams face growing alert volumes, evolving attack techniques, and a persistent shortage of skilled cyber security professionals. To address these challenges, organisations are turning to Artificial Intelligence (AI) powered SOC that can automate many aspects of security operations. However, not all AI SOC are created equal. While some simply ass...

Attackers are using automation, artificial intelligence, and increasingly sophisticated techniques to evade traditional security controls, turning malicious actors into a moving target for security teams. In this environment, organisations can no longer rely solely on reactive security measures that respond to threats after they have already caused damage. Instead, they need proactive security operations that actively search for hidden threats before they escalate into major incidents. This is...

Every day, organisations receive thousands of alerts from multiple security tools, alongside a large volume of threat intelligence from commercial feeds, open-source platforms, industry reports, and internal monitoring systems. Turning this information into meaningful security decisions is one of the biggest challenges today's Security Operations Centres (SOCs) face. Artificial intelligence (AI) is changing the way organisations analyse threat intelligence. Rather than simply collecting more da...

Traditional security tools generate enormous volumes of alerts, making it increasingly difficult for Security Operations Centre (SOC) teams to distinguish genuine threats from harmless activity. As organisations face growing attack surfaces and increasingly complex IT environments, effective threat detection has become one of the most important capabilities in modern cyber security. Detection engineering has emerged as a critical discipline that enables organisations to identify malicious activ...

Cyber threats are becoming faster, more sophisticated, and increasingly difficult to detect using traditional security operations alone. As organisations adopt AI-powered Security Operations Centre (AI SOC), measuring success requires more than simply counting alerts or incidents. The real value of an AI SOC lies in how effectively it improves detection, accelerates response, enhances analyst productivity, and strengthens business resilience. In this article, you will learn which AI SOC metrics...

Aetina Corporation, a foremost provider of edge AI solutions and accelerator of edge AI infrastructure, announced the launch of MegaEdge AIP-RQ87, a ready-to-deploy 2U edge agentic AI system designed to help enterprises and system integrators (SIs) rapidly implement AI agent, private LLM, RAG application, multimodal AI, and AI-driven intelligent automation. Powered by Intel® Core™ Ultra processors with high-bandwidth PCIe Gen5 x16 architecture, AIP-RQ87 delivers enterprise-grade AI co...

Nutanix, a hybrid cloud pioneer and AI innovator, and ChronoScale Holdings Corporation, an accelerated compute platform purpose-built to support demanding artificial intelligence workloads, today announced a strategic partnership to jointly deliver enterprise-ready AI infrastructure and help accelerate adoption of AI services across global markets. The partnership brings together complementary capabilities enterprise customers have historically had to assemble themselves — combining Nutan...

RAD Security releases the industry’s first behavioural detection and response solution for cloud native environments, as CEO Brooke Motta takes the stage in San Francisco for the RSA Conference Innovation Sandbox. To-date, signature and anomaly-based methods are late and ineffective against cloud native attacks like the recent XZ Backdoor. RAD’s detection and response platform is the first to baseline behaviour through workload fingerprints, detecting cloud native attacks as they ha...

Using IDS industrial cameras, the vvvv real-time platform and custom interactive media installations, the Haus der Geschichte creates participatory exhibition experiences that seamlessly connect technology, storytelling and audience engagement. On 9 December 2025, the new permanent exhibition “You Are Part of History” opened at the Haus der Geschichte (House of History) of the Federal Republic of Germany in Bonn. The focus is on getting involved: Visitors are not only meant to gathe...

ZBeta, a pioneer in delivering comprehensive physical security consulting services, announces that Payton Staub has joined the company as Senior Vice President, Software and AI. Staub’s addition enhances ZBeta’s ability to guide clients through digital transformation and leverage emerging technologies to address complex security challenges. Staub is an experienced leader with a background in enterprise software development, cloud computing, artificial intelligence, and security tech...

Nutanix, a pioneer in hybrid multicloud computing, unveils new regulated industry data from its eighth annual Enterprise Cloud Index (ECI) survey and research report shared earlier this year. Serving as a deep-dive companion to the global report, the Healthcare, Financial Services, and Public Sector industry reports reveal how organisations are adapting infrastructure strategies to support growing AI adoption. Nutanix’s ECI survey indicates that enterprise AI adoption is accelerating acro...

Nutanix, a pioneer in hybrid multicloud computing, today published findings from the healthcare vertical edition of its eighth annual Enterprise Cloud Index (ECI) survey. The report, which examines infrastructure readiness, AI adoption, and containerisation trends across healthcare organisations globally, reveals a sector under mounting pressure. AI deployment is being driven from the top, shadow AI is proliferating across clinical and administrative functions, and the infrastructure required to...

SharpEagle Technology, a pioneer in explosion-proof surveillance and industrial safety solutions, announces a series of major advancements in hazardous area monitoring technology — establishing new performance, compliance, and intelligence benchmarks for high-risk industrial environments worldwide. With a growing international footprint spanning the Middle East, Europe, and the United Kingdom, SharpEagle continues to push the boundaries of what industrial-grade safety surveillance can ach...

Global technology solutions provider Arrow Electronics has announced a global network of experience centres, fortified to help channel partners define high-growth technology use and augment the skills and resources needed to bridge the gap between opportunity and implementation. The centres, located in Alpharetta, Georgia, United States, and in Stockholm, Sweden, serve as strategic hubs for vendors, channel partners and end customers across Europe and North America and are part of Arrow&rsq...

Honeywell announces the expansion of its Operational Technology (OT) Cybersecurity Suite, delivering advanced, proactive protection for industrial environments facing an accelerating wave of sophisticated cyber threats. The enhanced portfolio integrates powerful new capabilities designed to defend critical infrastructure, streamline security compliance, and assist organisations to stay ahead of increasingly complex attacks. Cyber-attacks against operational technology assets continue to grow in...

The showcase combines AI compute platforms, industrial storage, connectivity, sensing, and software technologies to support scalable and secure AI deployment across enterprise and industrial applications. Innodisk, a global AI solution provider, will showcase its complete edge AI ecosystem at COMPUTEX 2026, demonstrating how enterprises and industrial customers can accelerate AI deployment for production-ready applications. Built across five essential layers—compute, memory, storage, sens...

Building on the success of Global Security Exchange (GSX) 2025, which welcomed participants from 95 countries, GSX 2026 is set to deliver another exceptional lineup of thought leadership and innovation. Taking place 14-16 September at the Georgia World Congress Center in Atlanta, Georgia, the event will feature 200+ education sessions, 500+ exhibitors, and three transformational keynote speakers who will challenge security professionals to think differently about leadership, technology, and res...