Deep Neural Networks for Malicious JavaScript Detection Using Bytecode Sequences.
Muhammad Fakhrur RoziSangwook KimSeiichi OzawaPublished in: IJCNN (2020)
Keyphrases
- neural network
- detecting malicious
- object detection
- hidden markov models
- automatic detection
- web applications
- detection method
- pattern recognition
- multi layer
- open source
- false positives
- web browser
- recurrent neural networks
- back propagation
- feed forward
- false alarms
- smart card
- fuzzy logic
- artificial neural networks
- search engine
- sequential patterns
- web server
- detection rate
- self organizing maps
- source code
- end users
- case study