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Perspectivas

Escribiendo sobre cómo ejecutar apps LLM de forma segura en producción: controles de acceso, monitoreo, fiabilidad y gestión de costos.

Destacado

Destacado

Case Study: Preventing $500/day Cost Spikes in a RAG Chatbot

How access controls, monitoring, and spend limits prevented data leaks and reduced uncontrolled API costs by 90%.

case-study
rag
llm-security
Jan 15, 20264 min de lectura
Destacado

Red Teaming Your LLM Application

A systematic methodology for security testing LLM applications—finding vulnerabilities before attackers do.

ai-security
red-team
llm
Dec 20, 20258 min de lectura
Destacado

Securing LLM API Endpoints in Production

Protecting your LLM APIs from abuse, token exhaustion, and unauthorized access with practical rate limiting and authentication patterns.

ai-security
api-security
llm
Dec 10, 20257 min de lectura
Destacado

Jailbreaking LLMs: Understanding Guardrail Bypass Attacks

How attackers bypass LLM safety guardrails through role-play, encoding tricks, and multi-turn manipulation—and how to defend against them.

ai-security
jailbreaking
llm
Nov 28, 20255 min de lectura
Destacado

Detecting Hallucinations in Production LLMs

Practical techniques for identifying and preventing LLM hallucinations - fabricated facts, fake URLs, and invented citations.

ai-reliability
hallucination
llm
Nov 18, 20254 min de lectura
Destacado

PII Leakage in LLM Applications

How LLMs leak sensitive data and practical strategies to prevent PII exposure in production AI systems.

ai-security
pii
data-privacy
Nov 8, 20254 min de lectura
Destacado

RAG Security Fundamentals

Understanding security risks in Retrieval-Augmented Generation systems and practical defense strategies.

ai-security
rag
llm
Oct 28, 20252 min de lectura
Destacado

Understanding Prompt Injection Attacks

A comprehensive guide to prompt injection vulnerabilities in LLM systems and how to defend against them.

ai-security
prompt-injection
llm
Oct 15, 20251 min de lectura
Perspectivas | Musah Abdulai