Jack Royer (CentraleSupélec), Frédéric TRONEL (CentraleSupélec, Inria, CNRS, University of Rennes), Yaëlle Vinçont (Univ Rennes, Inria, CNRS, IRISA)

Reverse engineering of software is used to analyze the behavior of malicious programs, find vulnerabilities in software, or design interoperability solutions. Although this activity largely relies on dedicated software toolbox, it is still largely manual. In order to facilitate these tasks, many tools provide analysts with an interface to visualize Control Flow Graph (CFG) of a function. Properly laying out the CFG is therefore extremely important to facilitate manual reverse engineering. However, CFGs are often laid out with general algorithms rather than domain-specific ones. This leads to subpar graph layouts. In this paper, we provide a comprehensive state-of-the-art for CFG layout techniques. We propose a modified layout algorithm that showcases the patterns analysts are looking for. Finally, we compare layouts offered by popular binary analysis frameworks with our own.

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Rapid Vulnerability Mitigation with Security Workarounds

Zhen Huang (Pennsylvania State University), Gang Tan (Pennsylvania State University)

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Passive Inference Attacks on Split Learning via Adversarial Regularization

Xiaochen Zhu (National University of Singapore & Massachusetts Institute of Technology), Xinjian Luo (National University of Singapore & Mohamed bin Zayed University of Artificial Intelligence), Yuncheng Wu (Renmin University of China), Yangfan Jiang (National University of Singapore), Xiaokui Xiao (National University of Singapore), Beng Chin Ooi (National University of Singapore)

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Sian Kim (Ewha Womans University), Seyed Mohammad Mehdi Mirnajafizadeh (Wayne State University), Bara Kim (Korea University), Rhongho Jang (Wayne State University), DaeHun Nyang (Ewha Womans University)

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