My new paper, ๐๐ก๐๐ฉ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐ข๐ ๐ข๐ญ๐๐ฅ ๐๐ข๐ง๐: ๐๐จ๐ฐ ๐๐-๐๐๐ง๐๐ซ๐๐ญ๐๐ ๐๐ฆ๐๐ ๐๐ฌ ๐๐ซ๐ข๐ฏ๐ ๐ญ๐ก๐ ๐๐๐ฑ๐ญ ๐๐๐ฏ๐ ๐จ๐ ๐๐ง๐ฅ๐ข๐ง๐ ๐๐๐๐ข๐๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง, published alongside ๐๐๐๐ญ๐ซ๐ข๐๐ ๐๐๐๐๐จ๐ฆ๐๐ง๐๐ข and ๐ ๐ข๐ฅ๐ข๐ฉ๐ฉ๐จ ๐๐๐ง๐๐ข๐ฅ๐ข๐ฉ๐ฉ๐จ, is now online on ๐๐๐๐ ๐๐ฉ๐ฅ๐จ๐ซ๐.
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 โgray 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.
๐LINK: https://ieeexplore.ieee.org/abstract/document/11579713
