LLM red teaming has gone from an esoteric activity to a mandatory practice. With the OWASP Agentic Top 10 and the CSA Agentic AI Red Teaming Guide converging on shared vocabulary, this is the operational playbook any team deploying agents needs to have.
Prompt injection is the most common vulnerability in LLM applications, and many teams defend against it with filters that do not work. We review defense layers backed by evidence, what actually works, and what is security theater.
Cuando un LLM pasa de contestar texto a ejecutar herramientas, la superficie de ataque cambia de categoría. La inyección de prompts, la contaminación de memoria y el abuso de protocolos entre agentes son el nuevo OWASP Top 10.
Cybersecurity combines technical controls (encryption, MFA, network segmentation), team training and an incident response plan to reduce the risk of ransomware, phishing, malware and identity theft. No single measure is enough: effectiveness depends on applying every layer at once and auditing the system regularly.
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