Ravindra Mangar (Dartmouth College, Hanover), Jared Chandler (Dartmouth College, Hanover), Timothy J. Pierson (Dartmouth College, Hanover), David Kotz (Dartmouth College, Hanover)

Matter is a recent interoperability standard that aims to address fragmentation in smart homes by providing a common system for integrating disparate smart-home devices. As Matter adoption grows, it also creates a shared platform on which new smart-home mechanisms can be implemented and evaluated end-to-end across realistic deployments.

However, turning a research idea into a runnable prototype in a Matter-based deployment is tedious. We address this shortcoming by presenting a practical template for implementing custom clusters in the open-source Matter SDK and invoking it from a widely used smart-home controller. Using a running example, we add a simple cluster that erases sensitive data stored on a smart device. We view this template as an enabling step for the community. While Matter’s open reference implementation provides common ground, the concrete steps required to add and exercise experimental functionality remain scattered. Our template and walkthrough consolidate the necessary steps needed for a reproducible workflow that researchers can adapt for exploring new security and privacy mechanisms.

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Local LLMs for NL2Bash: A Large-Scale Open-Source Model Evaluation...

Jef Jacobs (DistriNet, KU Leuven), Jorn Lapon (DistriNet, KU Leuven), Vincent Naessens (DistriNet, KU Leuven)

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ADGFUZZ: Assignment Dependency-Guided Fuzzing for Robotic Vehicles

Yuncheng Wang (Institute of Information Engineering, CAS, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China), Yaowen Zheng (Institute of Information Engineering, CAS, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China), Puzhuo Liu (Ant Group; Tsinghua University), Dongliang Fang (Institute of Information Engineering, CAS,…

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PrivATE: Differentially Private Average Treatment Effect Estimation for Observational...

Quan Yuan (Zhejiang University), Xiaochen Li (University of North Carolina at Greensboro), Linkang Du (Xi'an Jiaotong University), Min Chen (Vrije Universiteit Amsterdam), Mingyang Sun (Peking University), Yunjun Gao (Zhejiang University), Shibo He (Zhejiang University), Jiming Chen (Zhejiang University), Zhikun Zhang (Zhejiang University)

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