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Tag: problem

The fake IT worker problem CISOs can’t ignore

Hiring fake IT workers has been a growing problem in recent years — but it’s often a problem very few want to admit to. From Fortune 500 companies down to smaller organizations, remote hiring practices have been exploited to grant trusted access to individuals who are not who they claim to be creating an insider…

6 Lessons Security Leaders Must Learn About AI and APIs

Most organizations treating AI security as a model problem are defending the wrong layer. Security teams filter prompts, patch jailbreaks, and tune model behavior, which is all necessary work, while the actual attack surface sits largely unexamined underneath. That surface is the API layer: the endpoints AI systems use to retrieve data, call tools, and…

DetectFlow: Deploying Detections at Scale Without the Engineering Overhead

The Problem: Achieving Threat Detections at Scale  At SOC Prime, we have spent over a decade making detection engineering easier for organizations of every size. Each year, as threats multiply and environments grow more complex, the traditional approach puts SOC Managers in an impossible position — responsible for coverage they cannot achieve with the tools…

Anthropic bets on EPSS for the coming bug surge

Anthropic’s Mythos has intensified a problem that vulnerability management programs were already struggling to contain: too many vulnerabilities and not enough clarity about which ones matter. What changes with Mythos — and the AI-based class of vulnerability discovery systems it represents — is the speed at which software flaws can be found and exploited. That…

Why 24/7 Threat Monitoring Has Become Essential for Modern Businesses

GUEST OPINION – Cybersecurity used to be treated like a perimeter problem. Put up a firewall, install antivirus, enforce a few password rules, and hope that was enough. That approach no longer works. Today’s attacks do not wait for business hours. They move quietly through cloud platforms, endpoints, email, collaboration tools, and third-party applications. In…

9 ways CISOs can combat AI hallucinations

AI hallucinations are a well-known problem and, when it comes to compliance assessments, these convincing but inaccurate assessments can cause real damage with poor risk assessments, incorrect policy guidance, or even inaccurate incident reports. Cybersecurity leaders say the real trouble starts when AI moves past writing summaries and begins making judgment calls. That’s when it’s…

RSAC 2026: AI Security Tools Aim to Cut Response Time

Security vendors at RSAC 2026 are zeroing in on one core problem: investigation speed.  Across the show floor, new AI-powered tools promise to cut threat response times from hours to seconds while helping overwhelmed security teams keep pace with rising alert volumes. From autonomous investigation agents to platforms designed to secure enterprise AI systems, this…

Kamasers Analysis: A Multi-Vector DDoS Botnet Targeting Organizations Worldwide 

DDoS attacks are no longer only an infrastructure problem. They can quickly turn into a business issue, affecting uptime, customer experience, and operational stability. Kamasers is a strong example of this new reality, with broad attack capabilities and resilient command-and-control mechanisms that allow it to remain active under pressure. Let’s explore the Kamasers botnet through…

Kamasers Analysis: A Multi-Vector DDoS Botnet Targeting Organizations Worldwide 

DDoS attacks are no longer only an infrastructure problem. They can quickly turn into a business issue, affecting uptime, customer experience, and operational stability. Kamasers is a strong example of this new reality, with broad attack capabilities and resilient command-and-control mechanisms that allow it to remain active under pressure. Let’s explore the Kamasers botnet through…

Google’s TurboQuant cuts AI memory use without losing accuracy

Large language models carry a persistent scaling problem. As context windows grow, the memory required to store key-value (KV) caches expands proportionally, consuming GPU memory and slowing inference. A team at Google Research has developed three compression algorithms: TurboQuant, PolarQuant, and Quantized Johnson-Lindenstrauss (QJL). All three are designed to compress those caches aggressively without degrading…

Bot Traffic, Click Farms, and Ad Fraud: The Cyber Threats Marketers Keep Ignoring

Bot traffic and click farms are draining ad budgets worldwide. Discover why ad fraud is a cybersecurity problem and how businesses can fight back. When cybersecurity professionals think about threats, they usually focus on ransomware, phishing, data breaches, and network intrusions. Rarely does ad fraud make the list. Yet this overlooked category of cybercrime is…

Observability Pipeline: Managing Telemetry at Scale

Observability began as a visibility problem. Yet, today it is framed just as much as a control challenge because teams have to manage the floods of telemetry moving daily through the business environment. Most organizations already collect large volumes of logs, metrics, events, and traces. The issue now lies in managing tons of that data…

AI use is changing how much companies pay for cyber insurance

In July 2025, McDonald’s had an unexpected problem on the menu, one involving McHire, its AI-powered platform used to recruit and screen job applicants. The system, developed by Paradox.ai, featured a rookie-level security flaw: the backend for restaurant operators accepted “123456” as both username and password, and lacked multi-factor authentication. As a result, the personal…

Why zero trust breaks down in IoT and OT environments

Zero trust solves the wrong problem in OT Zero trust has become the dominant security narrative of the past decade, and rightly so. Its core principles, never trust, always verify; assume breach; enforce least privilege, have reshaped how organizations think about identity, access and lateral movement. In enterprise IT environments, these principles have produced measurable…

From Shadow APIs to Shadow AI: How the API Threat Model Is Expanding Faster Than Most Defenses

The shadow technology problem is getting worse.  Over the past few years, organizations have scaled microservices, cloud-native apps, and partner integrations faster than corporate governance models could keep up, resulting in undocumented or shadow APIs.  We’re now seeing this pattern all over again with AI systems. And, even worse, AI introduces non-deterministic behavior, autonomous actions,…

Picking an AI red teaming vendor is getting harder

Vendor noise is already a problem in traditional security testing. AI red teaming has added another layer of confusion, with providers offering everything from consulting engagements to automated testing platforms. Many buyers still struggle to tell whether a vendor can test real-world AI system behavior or only run a packaged set of jailbreak prompts. This…

Microsoft aims to reward publishers for content used by AI

Microsoft thinks it has a win-win-win answer to the problem of AI chatbots delivering unreliable information: let them pay publishers for access to information that users can trust.  Its Publisher Content Marketplace (PCM) has the triple aim of improving the quality of material provided to AI systems, providing revenue to those who provide the information,…

Hundreds of Malicious Skills Found in OpenClaw’s ClawHub

A routine question about trust exposed a far more serious problem when researchers discovered hundreds of malicious skills hidden inside a widely used AI agent marketplace.  Koi researchers analyzed ClawHub, the third-party skill repository for OpenClaw, and found that threat actors had quietly turned the ecosystem into a large-scale malware distribution channel. We found “……

How hackers turned AI into their new henchman

Your AI reads the small print, and that’s a problem. This week in episode 433 of “Smashing Security” we dig into LegalPwn – malicious instructions tucked into code comments and disclaimers that sweet-talks AI into rubber-stamping dangerous payloads (or even pretending they’re a harmless calculator). Meanwhile, new research from Anthropic reveals that hackers have already…