221 citations · 391 across the 11 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.CV2017★ 58 cited
Single Shot Text Detector with Regional Attention
Pan He, Weilin Huang, Tong He +3
We present a novel single-shot text detector that directly outputs word-level bounding boxes in a natural image. We propose an attention mechanism which roughly identifies text reg…