https://frostwolf.app/blog Research and guides on prompt injection, agent and tool security, guardrails, PII leakage, abliterated and uncensored models, and AI in offensive and defensive cyber. en https://frostwolf.app/blog/ai-agent-security https://frostwolf.app/blog/ai-agent-security Thu, 29 Oct 2026 00:00:00 GMT Agent and tool security AI agent security is protecting LLM agents that read untrusted content and take real actions. The threats, the architecture patterns that work, and a checklist. https://frostwolf.app/blog/ai-in-cybersecurity https://frostwolf.app/blog/ai-in-cybersecurity Thu, 29 Oct 2026 00:00:00 GMT AI for cyber offense and defense How attackers and defenders actually use AI in cybersecurity: what threat reports show about misuse, where LLMs help defenders, and what is still hype. https://frostwolf.app/blog/llm-data-leakage https://frostwolf.app/blog/llm-data-leakage Thu, 29 Oct 2026 00:00:00 GMT Data leakage and PII LLM data leakage is sensitive data escaping through an AI app's prompts, outputs, logs or tools. The seven paths it takes and the controls that close each one. https://frostwolf.app/blog/llm-guardrails https://frostwolf.app/blog/llm-guardrails Thu, 29 Oct 2026 00:00:00 GMT Guardrails and defenses LLM guardrails are checks outside the model that inspect what goes in and comes out. The types, where they sit, open and managed options, and how to choose. https://frostwolf.app/blog/owasp-top-10-for-llm-applications https://frostwolf.app/blog/owasp-top-10-for-llm-applications Thu, 29 Oct 2026 00:00:00 GMT AI vulnerabilities The OWASP Top 10 for LLM Applications explained: all ten risks from prompt injection to unbounded consumption, with real examples and the controls for each. https://frostwolf.app/blog/what-is-an-abliterated-model https://frostwolf.app/blog/what-is-an-abliterated-model Thu, 29 Oct 2026 00:00:00 GMT Abliterated and uncensored models An abliterated model is an open-weight LLM whose refusal behavior was removed by editing its weights. How abliteration works, what it costs, and why it matters. https://frostwolf.app/blog/what-is-prompt-injection https://frostwolf.app/blog/what-is-prompt-injection Thu, 29 Oct 2026 00:00:00 GMT Prompt injection Prompt injection is an attack where text an LLM reads overrides the instructions it was given. How it works, real incidents, and how to limit the damage.