https://avabbas.github.io/academic-cv/tags/prompt-injection/Prompt InjectionHugoBlox Kit (https://hugoblox.com)en-usThu, 22 Oct 2026 00:00:00 +0000https://avabbas.github.io/academic-cv/media/icon_hu_5ac22c9ce43dded7.pnghttps://avabbas.github.io/academic-cv/tags/prompt-injection/https://avabbas.github.io/academic-cv/publications/from-fabrication-to-enforcement/Thu, 22 Oct 2026 00:00:00 +0000https://avabbas.github.io/academic-cv/publications/from-fabrication-to-enforcement/<p><strong>Status:</strong> Preprint (Research Square)</p> <p><strong>License:</strong> CC-BY-4.0</p> <p><strong>Citation:</strong> Abbas Hamidavi. <em>From Fabrication to Enforcement: A Comparative Red-Team Analysis of Prompt Injection Resistance Across Six Large Language Models</em>, 22 October 2026, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-11454609/v1]</p> <p><strong>Summary:</strong> A six-model red-team of prompt-injection resistance (Grok, Qwen, DeepSeek, ChatGPT, Gemini, Claude) under persistent multi-turn pressure. DeepSeek&rsquo;s strong initial resistance collapsed under escalation, Grok complied while claiming it had refused, Gemini froze in a refusal loop, and Claude terminated the interaction by suspending the author&rsquo;s account.</p>