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科研机构
西安交通大学 [7]
湖南大学 [2]
内容类型
期刊论文 [5]
会议论文 [4]
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2019 [4]
2018 [1]
2017 [1]
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Malware detection via graph based access behavioral description and semi-supervised learning
会议论文
作者:
Zhao, Zhihui
;
Wang, Minle
;
Mao, Weixuan
;
Liu, Subing
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2019/11/19
Behavioral descriptions
False positive rates
Graph-based representations
Malware detection
Security incident
Semi- supervised learning
Similarity metrics
True positive rates
Learning edge weights in file co-occurrence graphs for malware detection
期刊论文
Data Mining and Knowledge Discovery, 2019, 卷号: 33, 页码: 168-203
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Zeng, Bo
;
Guan, Xiaohong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/11/19
Bipartite graph
Edge-weight learning
Graph based semi-supervised learning
Malware detection
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
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
From big data to knowledge: A spatio-temporal approach to malware detection
期刊论文
COMPUTERS & SECURITY, 2018, 卷号: 74, 页码: 167-183
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Yang, Yuan
;
Shi, Xiaohong
;
Guan, Xiaohong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Content-agnostic
Graph based semi-supervised learning
File co-occurrence
Malware detection
Data-driven security analysis
Security importance assessment for system objects and malware detection
期刊论文
COMPUTERS & SECURITY, 2017, 卷号: 68, 页码: 47-68
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Towsley, Don
;
Feng, Qian
;
Guan, Xiaohong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/26
Behavioral-based detection
Importance metric
Security dependency network
Malware detection
Access behavior
Identifying intrusion infections via probabilistic inference on bayesian network
会议论文
作者:
Yang, Yuan
;
Cai, Zhongmin
;
Mao, Weixuan
;
Yang, Zhihai
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
Bayesian network models
Dependency networks
Information flows
Intrusion analysis
Probabilistic inference
Propagation paths
Real-world scenario
Temporal information
Probabilistic inference on integrity for access behavior based malware detection
会议论文
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Towsley, Don
;
Guan, Xiaohong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
False positive rates
Integrity protection
Malware detection and defense
Probabilistic graphical models
Probabilistic inference
Probabilistic modeling
Statistical classifier
True positive rates
Centrality metrics of importance in access behaviors and malware detections
会议论文
作者:
Mao, Weixuan
;
Cai, Zhongmin
;
Guan, Xiaohong
;
Towsley, Don
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Access Behaviors
Centrality
Dependency networks
Importance Metrics
Malware detection
Security properties
Security protection
Selective protection
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