Atlas · GenAI 2026

Prompt Injection Defense

Prompt injection mitigation

conceptPeak: 2024LLM SecurityAI consensus: 3/3

Prerequisites

  • Defending against prompt injection requires understanding how prompts work — attackers exploit the same mechanisms that prompt engineers use

Recommended reference

OWASP (2025) 'LLM Top 10' — owasp.org/www-project-top-10-for-large-language-model-applications; definitive threat taxonomy; plus Greshake et al. (2023) 'Not what you signed up for' paper

Notes from AI deep research

Anthropic Opus

OWASP LLM Top 10: atak #1. Kazdy production system musi to adresowac

OpenAI Deep Research

Separacja instrukcji, sandbox, walidacje [OA#69]

Google Deep Think

Hermetyzacja promptów systemowych [G#37]

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