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AI Security

Supply Chain Attacks Targeting AI/ML Pipelines

AI and ML pipelines introduce unique supply chain risks -- from poisoned training data to compromised model registries. Here is what attackers are targeting and how to defend.

Sep 1, 20257 min read
AI Security

Open-Weight Model Sandboxing Patterns

Running an open-weight model inside an enterprise perimeter seems safer than calling a hosted API. It is, and it isn't. The sandboxing patterns that actually produce the safety properties.

Aug 28, 20256 min read
AI Security

Securing AI Agents: MCP Protocol Risks and Mitigations

The Model Context Protocol is transforming how AI agents interact with tools, but it introduces new attack surfaces. Here is what security teams need to understand.

Jul 22, 20256 min read
AI Security

MCP Protocol Security: What the Model Context Protocol Means for Supply Chains

Anthropic's Model Context Protocol standardizes how AI models interact with external tools. The security implications for software supply chains are significant.

Feb 20, 20256 min read
AI Security

Deepfakes and Social Engineering: The Human Layer of Supply Chain Attacks

AI-generated deepfakes are making social engineering attacks against software supply chains more convincing and harder to detect.

May 20, 20245 min read
AI Security

Autonomous Security Remediation: The Promise and Peril of Self-Healing Software

Automated vulnerability patching sounds ideal until you consider what happens when the automation gets it wrong. Here's a realistic look at autonomous remediation.

Dec 15, 20236 min read
AI Security

The LLM Supply Chain: Risks Hiding in Foundation Models

Large language models have their own supply chains: training data, fine-tuning datasets, model weights, and serving infrastructure. Each layer introduces risk.

Nov 8, 20235 min read
AI Security

Securing LLM Applications: The OWASP Top 10 for Large Language Models

OWASP released its Top 10 for LLM Applications in August 2023, providing the first standardized framework for understanding and mitigating risks in AI-powered software.

Sep 25, 20235 min read
AI Security

LLM Prompt Injection: The New Supply Chain Attack Vector

Prompt injection attacks against large language models represent a dangerous new frontier in software supply chain security. Here's what defenders need to know.

Aug 10, 20236 min read
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