Abraham A. Clements, Logan Carpenter, William A. Moeglein (Sandia National Laboratories), Christopher Wright (Purdue University)

Emulating firmware is increasingly popular for systems research, particularly vulnerability research. In this paper we describe how we extend HALucinator to work with real-world systems that use the popular VxWorks RTOS. We describe the Re-hosting Support Layer (its definition and implementation) with the functions necessary to get a Schneider Electric SCADAPack 350 remote terminal unit, a Schneider Electric Modicon 340 programmable logic controller, and Hughes 9201 BGAN inmarsat terminal up and re-hosted (at least partially). We share the process and our path of performing this work over the last year, and give a retrospective approach for re-hosting other RTOSes. We provide a case study with 3 real devices, and show that we can re-host portions of the firmware and perform analyses to show the success of our approach.

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Data Poisoning Attacks to Deep Learning Based Recommender Systems

Hai Huang (Tsinghua University), Jiaming Mu (Tsinghua University), Neil Zhenqiang Gong (Duke University), Qi Li (Tsinghua University), Bin Liu (West Virginia University), Mingwei Xu (Tsinghua University)

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Practical Blind Membership Inference Attack via Differential Comparisons

Bo Hui (The Johns Hopkins University), Yuchen Yang (The Johns Hopkins University), Haolin Yuan (The Johns Hopkins University), Philippe Burlina (The Johns Hopkins University Applied Physics Laboratory), Neil Zhenqiang Gong (Duke University), Yinzhi Cao (The Johns Hopkins University)

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SURGEON: Performant, Flexible and Accurate Re-Hosting via Transplantation

Florian Hofhammer (EPFL), Marcel Busch (EPFL), Qinying Wang (EPFL and Zhejiang University), Manuel Egele (Boston University), Mathias Payer (EPFL)

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(Short) Object Removal Attacks on LiDAR-based 3D Object Detectors

Zhongyuan Hau, Kenneth Co, Soteris Demetriou, and Emil Lupu (Imperial College London) Best Short Paper Award Runner-up!

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