As LLMs power more business workflows, security risks grow. In this essential episode of "All Things LLM," hosts Alex and Ben break down the new wave of cybersecurity threats targeting language models—and what you can do to defend your AI infrastructure.

What you’ll learn:

• The OWASP Top 10 for LLMs: Explore the most pressing LLM security risks and why every business and developer should be aware.
• Prompt Injection Attacks: Learn how attackers hijack models with cleverly crafted or hidden prompts, including real-world examples of chatbots manipulated to provide unintended or even malicious responses.
• Indirect Prompt Injection, Jailbreaking, and Role-Playing: See how attackers use external data, documents, and sophisticated scenarios to bypass model guardrails and produce harmful or forbidden content.
• Sensitive Information Disclosure & Data Poisoning: Understand how LLMs can unintentionally leak private or proprietary data—and how attackers may deliberately pollute training data to plant “sleeper agent” backdoors that only activate with special triggers.
• Supply Chain Vulnerabilities: Discover why open-source models, datasets, plugins, and libraries in the LLM ecosystem need to be managed and monitored just like any other software supply chain.
• Defense-in-Depth: Actionable security best practices—from input and output sanitization, access controls, and credential hygiene to real-time monitoring and incident response. Learn how guardrails and open-source toolkits like NeMo Guardrails can help.

Perfect for listeners searching for:

• LLM security and prompt injection
• Data poisoning in AI
• Jailbreaking and guardrails for LLMs
• OWASP Top 10 for LLMs
• Securing AI applications
• LLM supply chain security
• How to defend against AI attacks

A must-listen for business leaders, developers, and AI practitioners looking to protect their investments and data in the era of generative AI. Subscribe now and be ready for next week’s episode, where Alex and Ben explain how LLMs are evaluated and benchmarked using the latest metrics and real-world tests.

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