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The Promptware Kill Chain
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The promptware kill chain: initial access, privilege escalation, reconnaissance, persistence, command & control, lateral movement, action on objective Attacks against modern generative artificial intelligence (AI) large language models (LLMs) pose a real threat. Yet discussions around these attacks and their potential defenses are dangerously myopic. The dominant narrative focuses on “prompt injection,” a set of techniques to embed instructions into inputs to LLM intended to perform malicious activity. This term suggests a simple, singular vulnerability. This framing obscures a more complex and dangerous reality. Attacks on LLM-based systems have evolved into a distinct class of malware execution mechanisms, which we term “promptware.” In a …

First seen on securityboulevard.com

Jump to article: securityboulevard.com/2026/02/the-promptware-kill-chain/

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