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cs.CR2026
The Anatomy of a Prompt Injection: A Component Model for Structured Analysis
Jeremy McHugh
Four years after prompt injection was first identified in 2022, attacks are still predominantly documented as verbatim strings rather than structured exploits, despite advancing ag…
cs.CR2025
Prompt Injection 2.0: Hybrid AI Threats
Jeremy McHugh, Kristina Šekrst, Jon Cefalu
Prompt injection attacks, where malicious input is designed to manipulate AI systems into ignoring their original instructions and following unauthorized commands instead, were fir…