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20072026
most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations

Showing 2018 · cs.CRShow all

5 papers · 2 filters

cs.CR2018★ 1 cited

Anonymous Identity-Based Encryption with Identity Recovery

Xuecheng Ma, Xin Wang, Dongdai Lin

Anonymous Identity-Based Encryption can protect privacy of the receiver. However, there are some situations that we need to recover the identity of the receiver, for example a disp…

cs.CR2018★ 13 cited

An Empirical Assessment of Security Risks of Global Android Banking Apps

Sen Chen, Lingling Fan, Guozhu Meng +5

Mobile banking apps, belonging to the most security-critical app category, render massive and dynamic transactions susceptible to security risks. Given huge potential financial los…

cs.CR2018★ 161 cited

Understanding Membership Inferences on Well-Generalized Learning Models

Yunhui Long, Vincent Bindschaedler, Lei Wang +5

Membership Inference Attack (MIA) determines the presence of a record in a machine learning model's training data by querying the model. Prior work has shown that the attack is fea…

cs.CR2018★ 39 cited

Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild

Shuaike Dong, Menghao Li, Wenrui Diao +7

In this paper, we seek to better understand Android obfuscation and depict a holistic view of the usage of obfuscation through a large-scale investigation in the wild. In particula…

cs.CR2018★ 75 cited

CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition

Xuejing Yuan, Yuxuan Chen, Yue Zhao +7

The popularity of ASR (automatic speech recognition) systems, like Google Voice, Cortana, brings in security concerns, as demonstrated by recent attacks. The impacts of such threat…