Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens.
Serly MoghadasClaudio FiandrinoAlan ColletGiulia AttanasioMarco FioreJoerg WidmerPublished in: INFOCOM (2023)
Keyphrases
- neural network
- short term load forecasting
- prediction model
- artificial intelligence
- denial of service
- mobile phone
- dos attacks
- artificial intelligent
- server logs
- short term
- traffic flow
- expert systems
- bp neural network
- case based reasoning
- intelligent systems
- mackey glass
- mobile devices
- network traffic
- mobile applications
- forecasting model
- mobile users
- real time
- fuzzy logic
- neural network model
- knowledge representation
- ai systems
- genetic algorithm
- short term prediction
- context aware
- chaotic time series
- machine learning
- traffic volume
- long term
- recurrent neural networks
- exchange rate
- security issues
- mobile networks
- road network
- traffic congestion
- self organizing maps
- fault diagnosis
- security vulnerabilities
- countermeasures
- mobile learning
- neural network is trained
- information security
- back propagation
- multi layer