AI-SPM

Orbyx AI SPM - AI安全态势管理 AI安全态势管理（AI-SPM）是一种维护人工智能（AI）和机器学习（ML）系统安全与完整性的全面方法。它涉及对AI模型、数据和基础设施的安全态势进行持续监控、评估和改进。AI-SPM包括识别和解决与AI采用相关的漏洞、错误配置和潜在风险，以及确保遵守相关的隐私和安全法规。 这个开源项目致力于实现企业级AI-SPM。通过这样做，组织可以主动保护其AI系统免受威胁，最大限度地减少数据暴露，并维护其AI应用程序（代理、MPC服务器、模型等）的可信度。 您的组织正在全力投入AI应用程序——您准备好保护它们了吗？ 在回答之前，请思考以下具体问题：...

AIOstack

Los agentes de IA siempre parecen autorizados. AIOStack te dice cuando no lo están. Los agentes de IA actúan en nombre de los usuarios. Utilizan credenciales reales, realizan llamadas API reales, invocan herramientas, acceden a APIs y tocan sistemas de producción. La mayoría de las herramientas d...

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...