ActPlane introduces an OS-kernel policy engine using an information-flow control DSL and eBPF to enforce agent harness policies, achieving better compliance on indirect paths with 1.9-8.4% overhead.
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DECKER is a domain-invariant four-stage framework (keyboard normalization, adversarial disentanglement, cross-keyboard contrastive alignment, acoustic style randomization) plus LLM post-processing that improves keystroke inference over baselines on the new HEAR dataset, especially in cross-keyboard
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ActPlane: Programmable OS-Level Policy Enforcement for Agent Harnesses
ActPlane introduces an OS-kernel policy engine using an information-flow control DSL and eBPF to enforce agent harness policies, achieving better compliance on indirect paths with 1.9-8.4% overhead.