Advanced attack and defense techniques in machine learning systems by Zhao, Mengchen

“…Towards building secure machine learning systems, the first step is to study their vulnerability, which turns out to be very challenging due to the variety and complexity of machine learning systems. …”
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Discrete differential geometry driven methods for architectural geometry by Yao, Sidan

“…For each face with small curvature difference, we compute a stretch matrix that turns the principal directions into a pair of conjugate directions. …”
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Innovation and firm survival: the role of timing, funding, and networks by Gao, Ming

“…Therefore, researchers realized that attention should be turned to exploring heterogeneous issues or the factors that may affect the influence of innovation on firms’ survival. …”
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Transport phenomena of immiscible fluids in microchannels by Yin, Shuai

“…In addition, a universal and simple method is developed to actively generate oil in water (O/W) droplet in a Poly(dimethylsiloxane) (PDMS) based microfluidic device by using both DC and AC electric fields to cut a stable layered flow of disperse phase into dispersed droplets in a precise manner. The system owns the feature of ultra-fast response and precise control of O/W droplet generation. …”
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Physical unclonable function based solutions to unification of user, device and data authentication by Zheng, Yue

“…These solutions are typically realized using conventional techniques that require the safekeeping of a secret binary key in the non-volatile memory, or battery-backed SRAM of some device, or a token owned by the user, which have been proven to be vulnerable to various kinds of invasive, semi-invasive and side channel attacks. …”
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