221 citations · 269 across the 8 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 221 cited
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan, Pan He, Qile Zhu +1
With rapid progress and significant successes in a wide spectrum of applications, deep learning is being applied in many safety-critical environments. However, deep neural networks…
cs.CR2017★ 12 cited
Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection
Ruimin Sun, Xiaoyong Yuan, Pan He +5
Existing malware detectors on safety-critical devices have difficulties in runtime detection due to the performance overhead. In this paper, we introduce PROPEDEUTICA, a framework…
cs.SE2017★ 1 cited
Intelligent Perioperative System: Towards Real-time Big Data Analytics in Surgery Risk Assessment
Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan +4
Surgery risk assessment is an effective tool for physicians to manage the treatment of patients, but most current research projects fall short in providing a comprehensive platform…