DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update.
Apostolos TsakyridisGeorge GiamougiannisMiltiadis Moralis-PegiosGeorge Mourgias-AlexandrisAngelina TotovicGeorge DabosManos KirtasNikolaos PassalisAnastasios TefasDimitrios KalavrouziotisDimitris SyrivelisParaskevas BakopoulosElad MentovichNikos PlerosPublished in: OFC (2023)
Keyphrases
- weight update
- neural network
- ddos attacks
- back propagation
- high speed
- gradient vector
- artificial neural networks
- fuzzy logic
- training algorithm
- bp algorithm
- denial of service attacks
- fault diagnosis
- hidden layer
- online training
- dead zone
- spiking neural networks
- dos attacks
- neural network model
- data processing
- data mining