Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Prompt Analysis for AI Attack Detection: Four Signal Categories, Three Blind Spots, One Correlation Layer

At 2:47 PM on a Tuesday, a customer support agent receives a routine ticket asking about return policy edge cases. The agent retrieves a section from your internal policy wiki through RAG to formulate the response. Three weeks earlier, an attacker had planted a hidden instruction in that wiki page. Bedrock Guardrails scored the retrieved context at 0.04 — well within benign range.

What Your Board Gets Wrong About AI Security

Editor's note: This article was originally published by Craig Riddell on LinkedIn. It has been republished here with the author's permission. Boards are giving AI security more airtime than ever. What they're not giving is the right framing. A year or two ago, AI was mostly a question of experimentation risk. Today, it's tied directly to revenue, customer experience, operational efficiency, and competitive advantage. The urgency is real, and it's translating into aggressive deployment timelines.

Empower your team with this comprehensive employee handbook template

Empowering your team starts long before a project kickoff or a performance review. It starts with clarity. A comprehensive employee handbook is one of the simplest ways to give people that clarity, and this template makes it much easier to do well. Companies typically give the handbook to new hires during onboarding so they understand their role, rights, and responsibilities from day one.

RaccoonLine Technical Report Details the Efficacy of Residential P2P Nodes in Overcoming Range-Based IP Blocking

RaccoonLine, a decentralized networking provider, has released a technical report addressing the limitations of protocol obfuscation in the face of modern "range-based" IP blocking. The findings detail how national censorship systems now identify and blacklist data center IP ranges within hours of deployment, and how RaccoonLine's P2P residential node architecture provides a structural solution to this enforcement trend.

What is AI penetration testing?

As organisations continue integrating AI capabilities into customer-facing applications, internal tooling, and operational workflows, the security implications of these systems are becoming increasingly important. Large Language Models (LLMs), AI assistants, and automated decision-making features are now appearing across SaaS platforms, support systems, and enterprise applications, often connected directly to sensitive data and business processes.

What is shadow AI? And why GenAI usage monitoring matters for MSPs and SMDs

Author: Alexander Ivanyuk, Senior Director, Technology Generative AI is no longer a side experiment inside businesses. It is moving into normal work: writing, summarizing, coding, research, customer support, internal search and repeatable workflows. OpenAI says it now serves more than one million business customers, more than seven million ChatGPT workplace seats, and roughly 8x growth in weekly enterprise messages since November 2024.

Why Traditional PAM Is Failing in the Age of Machine Identities

For years, Privileged Access Management (PAM) was built around a simple assumption: privileged access is primarily a human problem. That assumption is rapidly collapsing. Modern enterprises are no longer driven mainly by administrators logging into servers. They are increasingly powered by APIs, containers, automation pipelines, microservices, cloud workloads, and AI-driven systems communicating continuously at machine speed.

How to Move from Legacy to Customer Accounts in Shopify Without Disrupting Business Workflows

Shopify is deprecating Legacy Customer Accounts, and if your store relies on custom login flows, B2B approvals, or third-party integrations, the impact goes further than a login page redesign. While the platform move is mandatory, the priority for any merchant is maintaining continuity across logins, onboarding, and the connected systems that keep the business running. This guide walks you through the transition in a structured way.

What Is Passwordless Authentication? How It Works, Benefits, and Safety

Passwords have been the foundation of authentication for decades. But they have also become one of the biggest weaknesses in modern security. Users reuse them, attackers steal them, and organizations spend significant time managing them. As systems grow more complex and threats become more advanced, relying on passwords alone is no longer practical. This is where passwordless authentication comes in.