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湖南大学 [23]
内容类型
会议论文 [12]
期刊论文 [11]
发表日期
2019 [5]
2018 [4]
2017 [2]
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专题:湖南大学
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A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding
期刊论文
Computers & Security, 2019, 卷号: Vol.84, 页码: 376-392
作者:
Jixin Zhang
;
Zheng Qin
;
Hui Yin
;
Lu Ou
;
Kehuan Zhang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/13
API call
Back-propagation neural network
Convolutional neural network
Feature-hybrid
Malware variants detection
Malware family classification
Opcode
A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding
期刊论文
Computers & Security, 2019
作者:
Jixin Zhang
;
Zheng Qin
;
Hui Yin
;
Lu Ou
;
Kehuan Zhang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/13
API call
Back-propagation neural network
Convolutional neural network
Feature-hybrid
Malware variants detection
Malware family classification
Opcode
Learning edge weights in file co-occurrence graphs for malware detection
期刊论文
Data Mining and Knowledge Discovery, 2019, 卷号: Vol.33 No.1, 页码: 168-203
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Zeng, Bo
;
Guan, Xiaohong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/17
Bipartite graph
Edge-weight learning
Graph based semi-supervised learning
Malware detection
A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding.
期刊论文
Computers & Security, 2019, 卷号: Vol.84, 页码: 376-392
作者:
Zhang, JX
;
Qin, Z
;
Yin, H
;
Ou, L
;
Zhang, KH
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/17
API call
Back-propagation neural network
Convolutional neural network
Feature-hybrid
Malware family classification
Malware variants detection
Opcode
Learning edge weights in file co-occurrence graphs for malware detection
期刊论文
Data Mining and Knowledge Discovery, 2019, 卷号: Vol.33 No.1, 页码: 168-203
作者:
Weixuan Mao
;
Zhongmin Cai
;
Bo Zeng
;
Xiaohong Guan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/13
Malware
detection
Edge-weight
learning
Graph
based
semi-supervised
learning
Bipartite
graph
Dalvik Opcode Graph Based Android Malware Variants Detection Using Global Topology Features
期刊论文
IEEE ACCESS, 2018, 卷号: Vol.6, 页码: 51964-51974
作者:
Zhang, JX
;
Qin, Z
;
Zhang, KH
;
Yin, H
;
Zou, JF
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/26
Dalvik opcode graph
global topology features
information theory
similarity searching
Dalvik Opcode Graph Based Android Malware Variants Detection Using Global Topology Features
期刊论文
IEEE Access, 2018, 卷号: Vol.6, 页码: 51964-51974
作者:
Jixin Zhang
;
Zheng Qin
;
Kehuan Zhang
;
Hui Yin
;
Jingfu Zou
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/26
Sensitive system calls based packed malware variants detection using principal component initialized MultiLayers neural networks
期刊论文
Cybersecurity, 2018, 卷号: Vol.1 No.1, 页码: 1-13
作者:
Jixin Zhang
;
Kehuan Zhang
;
Zheng Qin
;
Hui Yin
;
Qixin Wu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/26
Malware
variants
Multi-layers
neural
networks
Principal
component
analysis
Sensitive
system
calls
Sophisticated
packers
RoughDroid: Operative Scheme for Functional Android Malware Detection
期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2018
作者:
Riad, Khaled
;
Ke, Lishan
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/26
Android Malware Detection Using Local Binary Pattern and Principal Component Analysis
期刊论文
国际计算机前沿大会会议论文集, 2017, 卷号: 第1期, 页码: 63-66
作者:
Qixin Wu
;
Zheng Qin
;
Jinxin Zhang
;
Hui Yin
;
Guangyi Yang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/31
ANDROID
MALWARE
detection
BINARY
TEXTURE
FEATURE
Local
BINARY
PATTERN
Principal
component
analysis
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