AINeutralarXiv – CS AI · 15h ago6/10
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Certified Causal Attribution for Real-Time Attack Forensics in 6G Network Slicing
Researchers introduce DA-GC, a certified causal attribution framework for detecting cross-slice attacks in 6G networks within strict 100ms latency constraints. The system combines resource-conditioned Granger causality with a formal Resource Contention Model to distinguish genuine attack propagation from spurious correlations caused by shared infrastructure, achieving 89.2% accuracy with mathematical proof of statistical validity.