Xianggen Wang

ORCID: 0009-0003-2193-3707
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About
Contact & Profiles
Research Areas
  • Network Security and Intrusion Detection
  • Advanced Malware Detection Techniques
  • Anomaly Detection Techniques and Applications
  • Web Application Security Vulnerabilities

China Electronics Technology Group Corporation
2023

With the great changes brought about by digitization, traditional security threat detection capabilities have been greatly challenged. Traditional technologies are based on signatures, rules and manual analysis, there serious lags blind spots in visibility. Unknown attacks cannot be detected easily bypassed. Multi-scale user behavior fusion analysis uses artificial intelligence methods spatiotemporal feature engineering to associate multisource heterogeneous data realize of multi-modal...

10.1117/12.2671737 article EN 2023-03-21

Malware in the network environment is a serious threat to security of industrial control systems. With gradual increase malware variants, it brings great challenges detection and protection system malware. The existing methods have limitations such as low intelligence adaptive recognition. In response this problem, paper designs application method framework by combining use reinforcement learning, an advanced machine learning algorithm, around objects that threaten implementation process,...

10.1117/12.2671736 article EN 2023-03-21

In recent years, internal threats have occurred frequently and become the main factor of network security threats.However, due to hidden characteristics threats, it is difficult detect them by methods based on specific conditions.At present,most detection technologies user behavior rely expert knowledge require human determine threshold model parameters,which cannot realize automatic learning system,and find abnormal behaviors that deliberately hide characteristics.For problem threat...

10.1145/3606843.3606848 article EN 2023-06-15
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