most citedHeNet: A Deep Learning Approach on Intel Processor Trace for Effective Exploit Detection

4 citations · 4 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CR2018★ 4 cited

HeNet: A Deep Learning Approach on Intel Processor Trace for Effective Exploit Detection

Li Chen, Salmin Sultana, Ravi Sahita

This paper presents HeNet, a hierarchical ensemble neural network, applied to classify hardware-generated control flow traces for malware detection. Deep learning-based malware det…

cs.CV2017

Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen +4

Deep neural networks (DNNs) have achieved great success in solving a variety of machine learning (ML) problems, especially in the domain of image recognition. However, recent resea…