Safety, Security, and Cognitive Risks in State-Space Models: A Systematic Threat Analysis with Spectral, Stateful, and Capacity Attacks
arXiv:2604.16424v1 Announce Type: cross
Abstract: State-Space Models (SSMs) — structured SSMs (S4, S4D, DSS, S5), selective SSMs (Mamba, Mamba-2), and hybrid architectures (Jamba) — are deployed in safety-critical long-context applications: genomic …