Category: AI in Security
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Shadow AI: The Hidden Risk Lurking Inside Organizations
Artificial Intelligence (AI) has become the driving force behind innovation in enterprises optimizing operations, enabling predictive analytics, and enhancing decision-making. But with AI’s rapid adoption comes a dangerous byproduct: Shadow AI. Just as “shadow IT” once described unsanctioned apps and tools used without IT’s approval, Shadow AI refers to AI systems, models, and tools deployed…
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ML Supply Chain Security: Protecting the Pipeline of Machine Learning
Machine Learning (ML) is the backbone of modern digital transformation, powering fraud detection, medical diagnostics, recommendation engines, and more. But with great adoption comes great risk. ML systems are not isolated models; they rely on a complex supply chain of data, frameworks, libraries, pre-trained models, APIs, and deployment pipelines. Each of these dependencies introduces security…
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AI Security Blueprint: MITRE ATLAS Threat Modeling
Artificial Intelligence (AI) is no longer a futuristic vision, it powers search engines, recommendation systems, financial markets, autonomous vehicles, and enterprise decision-making. But with this power comes risk. AI systems are vulnerable to attacks that target not just their software and infrastructure but also their data, models, and decision logic. Traditional cybersecurity frameworks while effective…
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Exposing Hidden AI Threats: Understanding the Dark Side of Artificial Intelligence
Artificial Intelligence (AI) is reshaping industries, powering everything from personalized medicine to fraud detection and generative creativity. But beneath its promise lies a hidden danger: AI systems introduce new and unique attack surfaces that traditional cybersecurity often overlooks. In this blog, we’ll uncover the hidden threats in AI, explore real-world cases, and discuss how to…
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What is MITRE ATLAS?
MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) is a knowledge base of adversarial tactics and techniques specifically targeting AI and machine learning systems. Think of it as the AI-focused sibling of MITRE ATT&CK®, but designed to capture the unique ways adversaries can manipulate AI models and pipelines. It catalogs: You can explore it here:…