AINeutralarXiv – CS AI · 7h ago7/10
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Hypnopaedia-Aware Machine Unlearning via Psychometrics of Artificial Mental Imagery
Researchers propose a machine unlearning framework to detect and remove neural backdoors—hidden triggers inserted during AI training that can compromise system integrity. Using model inversion and statistical analysis, the approach identifies malicious patterns and autonomously detaches machine behavior from backdoor triggers, addressing a critical cybersecurity vulnerability in AI systems.