“Every LLM Integration Is an Open Door. Here’s How I Walk Through It.”🎯
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LLM integrations introduce new attack surfaces that security researchers are actively exploiting. The post covers three main entry points into LLM-integrated systems (prompts, training sets, and APIs), three categories of harm attackers can cause, and introduces prompt injection as the top-ranked OWASP LLM risk. A useful mental model frames LLM attacks as analogous to SSRF — abusing trust boundaries through natural language instead of crafted URLs. Statistics cited include a 55.75% average jailbreak success rate across 31 major models and real-world 2025–2026 demonstrations of memory poisoning and indirect prompt injection via documents and webpages.
