AIOstack

AI 에이전트는 항상 권한이 있는 것처럼 보입니다. AIOStack은 그렇지 않을 때를 알려줍니다. AI 에이전트는 사용자를 대신하여 작업합니다. 실제 자격 증명을 사용하고, 실제 API 호출을 수행하며, 도구를 호출하고, API에 접근하고, 프로덕션 시스템을 건드립니다. 대부분의 보안 도구는 이 활동을 합법적인 것으로 간주합니다. 기술적으로는 그렇기 때문입니다. 실제 문제는 권한 없는 접근만이 아닙니다. 더 큰 문제는 런타임에 권한 있는 접근이 부적절해질 때 입니다. AIOStack은 Aurva의 AI 워크로드를 위한 무료...

AI-SPM

Orbyx AI SPM - AI 보안 태세 관리 AI Security Posture Management AI 보안 태세 관리AI-SPM는 인공지능AI 및 머신러닝ML 시스템의 보안과 무결성을 유지하기 위한 포괄적인 접근 방식입니다. AI 모델, 데이터, 인프라의 보안 태세를 지속적으로 모니터링, 평가 및 개선하는 작업을 포함합니다. AI-SPM은 AI 도입과 관련된 취약점, 잘못된 구성, 잠재적 위험을 식별하고 해결하는 한편, 관련 개인정보 보호 및 보안 규정 준수를 보장합니다. 이 오픈소스 프로젝트는 엔터프라이즈 수준의...

Why "Shady AI" is Security's Next Big Governance Problem

In March 2026, an internal AI agent at Meta triggered a “Sev 1” incident after sensitive company and user data was exposed to employees who weren’t authorized to access it. The incident began when a Meta employee posted a technical question on an internal forum. An engineer used an approved AI...

Shadow AI, Rogue Agents, and Data Leaks: A Special Report on Navigating AI Risk

Discover top enterprise AI risks — from shadow AI to rogue agents and data leaks — plus practical CISO strategies in the new Akamai SOTI special report...

What 2,000 Exposed Vibe-Coded Apps Reveal About the Limits of Most Security Stacks

Shadow AI used to mean employees pasting things they shouldn't into ChatGPT. It now means something bigger: employees building full applications with AI, wiring them into production systems, and publishing them on the open internet. Without Security or IT in the loop. The artifact moved from a...

The Hidden Security Risks of Shadow AI in Enterprises

As AI tools become more accessible, employees are adopting them without formal approval from IT and security teams. While these tools may boost productivity, automate tasks, or fill gaps in existing workflows, they also operate outside the visibility of security teams, bypassing controls and...

The Buyer’s Guide to AI Usage Control

Today’s “AI everywhere” reality is woven into everyday workflows across the enterprise, embedded in SaaS platforms, browsers, copilots, extensions, and a rapidly expanding universe of shadow tools that appear faster than security teams can track. Yet most organizations still rely on legacy contro...

[Webinar] Shadow AI Agents Multiply Fast — Learn How to Detect and Control Them

⚠️ One click is all it takes. An engineer spins up an "experimental" AI Agent to test a workflow. A business unit connects to automate reporting. A cloud platform quietly enables a new agent behind the scenes. Individually, they look harmless. But together, they form an invisible swarm of Shadow A...

Shadow AI Discovery: A Critical Part of Enterprise AI Governance

The Harsh Truths of AI Adoption MITs State of AI in Business report revealed that while 40% of organizations have purchased enterprise LLM subscriptions, over 90% of employees are actively using AI tools in their daily work. Similarly, research from Harmonic Security found that 45.4% of sensitive...

Securing Cloud AI and LLMs with TotalAI for Visibility, Risk Context and Control

As enterprises accelerate AI adoption, large language models LLMs hosted on public cloud platforms are quickly becoming the norm due to their simplified access and pricing model. Cloud-native services like AWS Bedrock, Azure AI Foundry, and Google Vertex AI offer powerful, pay-as-you-go access to...

Product Walkthrough: How Reco Discovers Shadow AI in SaaS

As SaaS providers race to integrate AI into their product offerings to stay competitive and relevant, a new challenge has emerged in the world of AI: shadow AI. Shadow AI refers to the unauthorized use of AI tools and copilots at organizations. For example, a developer using ChatGPT to assist wit...

Illuminating the Shadows: Managing the Risks of Shadow AI in Modern Enterprises

Understanding the challenge of Shadow AI Shadow AI – a dramatic term for a new problem. With the rise of widely available consumer level AI services with easy-to-use chat interfaces, anyone from the summer intern to the CEO can easily use these shiny and new AI products. However, anyone who’s eve...

Unpacking 2024's SaaS Threat Predictions

Early in 2024, Wing Security released its State of SaaS Security report, offering surprising insights into emerging threats and best practices in the SaaS domain. Now, halfway through the year, several SaaS threat predictions from the report have already proven accurate. Fortunately, SaaS Securit...