๐’๐ก๐š๐ฉ๐ข๐ง๐  ๐ญ๐ก๐ž ๐ƒ๐ข๐ ๐ข๐ญ๐š๐ฅ ๐Œ๐ข๐ง๐: ๐‡๐จ๐ฐ ๐€๐ˆ-๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ž๐ ๐ˆ๐ฆ๐š๐ ๐ž๐ฌ ๐ƒ๐ซ๐ข๐ฏ๐ž ๐ญ๐ก๐ž ๐๐ž๐ฑ๐ญ ๐–๐š๐ฏ๐ž ๐จ๐Ÿ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐‘๐š๐๐ข๐œ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง

My new paper, ๐’๐ก๐š๐ฉ๐ข๐ง๐  ๐ญ๐ก๐ž ๐ƒ๐ข๐ ๐ข๐ญ๐š๐ฅ ๐Œ๐ข๐ง๐: ๐‡๐จ๐ฐ ๐€๐ˆ-๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ž๐ ๐ˆ๐ฆ๐š๐ ๐ž๐ฌ ๐ƒ๐ซ๐ข๐ฏ๐ž ๐ญ๐ก๐ž ๐๐ž๐ฑ๐ญ ๐–๐š๐ฏ๐ž ๐จ๐Ÿ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐‘๐š๐๐ข๐œ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง, published alongside ๐๐ž๐š๐ญ๐ซ๐ข๐œ๐ž ๐’๐ž๐œ๐œ๐จ๐ฆ๐š๐ง๐๐ข and ๐…๐ข๐ฅ๐ข๐ฉ๐ฉ๐จ ๐’๐š๐ง๐Ÿ๐ข๐ฅ๐ข๐ฉ๐ฉ๐จ, is now online on ๐ˆ๐„๐„๐„ ๐—๐ฉ๐ฅ๐จ๐ซ๐ž.

In this study, we move beyond traditional computational detection methods (such as Deep Neural Network models) to propose an innovative neurocognitive framework. We analyze how synthetic content, by exploiting techniques like prompt engineering and media spawning, operates in a โ€œgray zoneโ€ that circumvents traditional moderation. These stimuli directly target our cognitive architecture, leveraging the Novelty Effect, embodied simulation, and amygdala-driven emotional processing to entrench extremism at a pre-rational level.

I invite you to read the article to further explore our multilevel defense model, which integrates algorithmic detection, provenance tracking, and fundamental psychosocial interventions.

๐Ÿ‘‡LINK: https://ieeexplore.ieee.org/abstract/document/11579713