Machine Learning - News

To meet the challenge of detecting, investigating and responding to increasingly quick threats, organizations 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 defense, 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, organizations 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, organizations 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, organizations 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 organizations analyze 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 organizations 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 organizations to identify malicious activ...

Cyber threats are becoming faster, more sophisticated, and increasingly difficult to detect using traditional security operations alone. As organizations 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 behavioral 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 behavior through workload fingerprints, detecting cloud native attacks as they happ...

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 organizations 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 organizations 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 centers, 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 centers, 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 organizations 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...

Integrated Cyber Solutions Inc., doing business as Integrated Quantum Technologies, is pleased to provide an update on its global Kaggle hackathon, "Pierce the VEIL: Hack It and Crack It Simulation," which commenced on April 24, 2026. Kaggle, a Google-owned platform, is widely recognized as one of the world's largest data science and machine learning communities, connecting a global network of developers, researchers, and AI practitioners. With over 30 million users worldwide, Kaggle reflects t...

Netwrix, a recognized pioneer in identity and data security solutions, announces the appointment of Avesta Hojjati as Chief Technology Officer, Marcin Gierlak as Vice President of Engineering and Kraków Site Leader, and Natalie Tomlin as Head of Channel for North America. "With AI fueling both external attackers and data leakage, our customers are confronted by security challenges that are more complex than ever — more identities, more data, more risk,” said Grady Summers, CE...

Scality, a pioneer in cyber-resilient storage software for the AI era, announces the appointment of Greg DiFraia, former CEO of Inlayer, as Senior Vice President of AI Alliances and Partnerships. In this role, DiFraia will lead Scality’s global AI ecosystem strategy, driving strategic partnerships and go-to-market initiatives to accelerate enterprise AI adoption. DiFraia brings over two decades of experience scaling technology businesses, with deep expertise across data storage, global ma...

Kaseya, the global provider of AI-powered IT management and cybersecurity software, announces the opening of a new Silicon Valley office to accelerate its investment in artificial intelligence and next-generation product innovation. The expansion underscores Kaseya’s commitment to redefining how MSPs and businesses operate, secure and scale through AI-driven automation. Located in the heart of the world’s most advanced technology ecosystem, the new office will serve as a strategic h...

Integrated Cyber Solutions Inc., doing business as Integrated Quantum Technologies, announced the publication of a white paper (the "Paper") by Mr. Jeremy Samuelson, EVP of AI and Innovation at IQT. The Paper introduces VEIL™ (Vector Encoded Information Layer) and the VEILTM architecture, a privacy-preserving machine learning framework designed for use of sensitive data, and has been published on arXiv, the globally recognized open-access scientific research repository long hosted by Corn...

Shooter Detection Systems (SDS), an Alarm.com company and foremost provider of gunshot detection solutions, announced that its SDS Perimeter Outdoor Gunshot Detection System is now available following the successful completion of its beta testing program. Purpose-built for exterior environments, SDS’s new outdoor technology extends the company’s proven gunshot detection capabilities beyond building interiors to provide earlier threat awareness across campuses, building perimeters, p...

Commvault, a pioneer in unified resilience at enterprise scale, announces expanded threat hunting capabilities within Commvault Cloud Threat Scan. The enhancements help organizations rapidly identify risks within backup environments and recover validated clean data, reducing reinfection risks and prolonged downtime. According to recent reports, the median dwell time for a non-actor disclosed breach is 24 days,1 giving attackers ample opportunity to silently embed malicious code across systems....

AlarMax, a national distributor of security, fire, access control, surveillance, and AV solutions, announces the appointment of Steve Teitelbaum as its fractional chief technology officer (CTO), effective January 2026. The move signals a major investment in digital transformation, artificial intelligence, and scalable infrastructure as the company enters its next phase of growth. For Teitelbaum, the role represents both a professional milestone and a personal homecoming. The son of AlarMax Chai...

Integrated Cyber Solutions Inc., dba Integrated Quantum Technologies, a developer of quantum-ready AI infrastructure for global organizations that handle highly sensitive data, announces the appointment of Jeremy Samuelson as EVP, Artificial Intelligence and Innovation. Highlights: Integrated Quantum Technologies appoints VEIL Inventor Jeremy Samuelson as EVP, Artificial Intelligence and Innovation, strengthening leadership across AI and post-quantum technology development The Company plans...

As the New Year begins, commercial security is entering a transformative period; technological innovation, changes in regulations, and evolving threat landscapes are reshaping how providers protect people, assets, and data.  At Triton Security, they have been closely observing these trends and have identified 6 key predictions for the year ahead, providing insight for facility managers, security professionals, and business leaders alike. Physical meets cyber The traditional separation be...

Dean Drako, Chairman of Brivo, the pioneering global provider of cloud-native access control and smart space technologies, and Founder of Eagle Eye Networks, the global pioneer in cloud AI video surveillance, now announced the two companies will merge, creating the world’s largest AI cloud-native physical security company. The merged company will operate under the Brivo name and deliver a truly unified cloud-native security platform. Integrated cloud-native physical security solution &l...

dormakaba has signed a binding agreement to acquire Avant-Garde Systems Inc. (“Avant-Garde”), one of the largest independent solution providers for entrance systems control products in the US. This acquisition represents a core-in-the-core acquisition, strengthening dormakaba’s North American go-to-market in access automation solutions. Founded in 2015 and based in Clarksville, Indiana, USA, Avant-Garde is a solution provider in the entrance systems control business, providing...