2 papers
cs.CR2026
Capability-Gated Language Models: Security Composes, Utility Does Not
Patrikas Vanagas, Augustas Mačijauskas, Laurynas Lopata
Deployed language model safeguards (safety fine-tuning, filtering, unlearning) vary by principal only outside the model weights: filters are reconfigured, tiers are multiplied, and…
cs.CR2026
No More, No Less: Least-Privilege Language Models
Paulius Rauba, Dominykas Seputis, Patrikas Vanagas +1
Least privilege is a core security principle: grant each request only the minimum access needed to achieve its goal. Deployed language models almost never follow it, instead being…