Blogs (1) >>
ASE 2019
Sun 10 - Fri 15 November 2019 San Diego, California, United States

Until 2017, Android smartphones occupied approximately 87% of the smartphone market. The vast market also promotes the development of Android malware. Nowadays, the number of malware targeting Android devices found daily is more than 38,000. With the rapid progress of mobile application programming and anti-reverse-engineering techniques, it is harder to detect all kinds of malware. To address challenges in existing detection techniques, such as data obfuscation and limited codes coverage, we propose a detection approach that directly learns features of malware from Dalvik bytecode based on deep learning technique (CNN). The average detection time of our model is 0.22 seconds, which is much lower than other existing detection approaches. In the meantime, the overall accuracy of our model achieves over 89%.

Tue 12 Nov

ase-2019-Student-Research-Competition
15:20 - 16:00: Student Research Competition - Poster Session: Student Research Competition at Kensington Ballroom
ase-2019-Student-Research-Competition15:20 - 16:00
Shuyao JiangFudan University
ase-2019-Student-Research-Competition15:20 - 16:00
Ali GhanbariThe University of Texas at Dallas
ase-2019-Student-Research-Competition15:20 - 16:00
Shao YangCase Western Reserve University
ase-2019-Student-Research-Competition15:20 - 16:00
Krishna NeupaneRochester Institute of Technology
ase-2019-Student-Research-Competition15:20 - 16:00
Kevin ZhangWayne State University
ase-2019-Student-Research-Competition15:20 - 16:00
Bolin WeiPeking University
ase-2019-Student-Research-Competition15:20 - 16:00
Rashmi MudduluruUniversity of Washington, Seattle
ase-2019-Student-Research-Competition15:20 - 16:00
Krishna Murthy Kattiyan RamamoorthySan Diego State University
ase-2019-Student-Research-Competition15:20 - 16:00
Li YuNanjing University
ase-2019-Student-Research-Competition15:20 - 16:00
Gargi BalasubramaniamBirla Institute of Technology and Science, Pilani, K K Birla Goa Campus
ase-2019-Student-Research-Competition15:20 - 16:00
Daye NamCarnegie Mellon University
ase-2019-Student-Research-Competition15:20 - 16:00
Martin KelloggUniversity of Washington, Seattle
ase-2019-Student-Research-Competition15:20 - 16:00
Shengcheng YuNanjing University, China
File Attached

Wed 13 Nov

ase-2019-Student-Research-Competition
10:40 - 12:20: Student Research Competition - Student Research Competition - Selected Presentations (Graduate) at South Park
Chair(s): Jie M. ZhangUniversity College London, UK, Jin L.C. GuoMcGill University
ase-2019-Student-Research-Competition10:40 - 10:55
Ali GhanbariThe University of Texas at Dallas
ase-2019-Student-Research-Competition10:55 - 11:10
Rashmi MudduluruUniversity of Washington, Seattle
ase-2019-Student-Research-Competition11:10 - 11:25
Shao YangCase Western Reserve University
ase-2019-Student-Research-Competition11:25 - 11:40
Krishna Murthy Kattiyan RamamoorthySan Diego State University
ase-2019-Student-Research-Competition11:40 - 11:55
Daye NamCarnegie Mellon University
ase-2019-Student-Research-Competition11:55 - 12:10
Martin KelloggUniversity of Washington, Seattle