Tag: LLM Security
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Threat Modeling the AI Inference Pipeline
The model is only one component. The attack surface is the entire inference pipeline. Traditional threat modeling identifies assets, entry…
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Trust Boundaries in AI Inference Architectures
AI inference is often drawn like this: But production AI systems look more like: Every transition can cross a trust…
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Behavior Is an Architectural Property: Securing AI Beyond the Model
AI security isn’t about making the model trustworthy. It’s about designing systems that remain safe even when the model behaves…
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Prompt Injection Attack Explained: Real Example, Risks, and Prevention Strategies
Large Language Models are changing how applications are built. Instead of deterministic code paths, we now give models instructions and…
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How RAG Pipelines Leak Data: 6 Common Vulnerabilities and Practical Fixes
Artificial Intelligence has introduced a new category of security problems that traditional application security tools were never designed to detect.…