Throwing Darts in the Dark? Detecting Bots with Limited Data using Neural Data Augmentation.
Steve T. K. JanQingying HaoTianrui HuJiameng PuSonal OswalGang WangBimal ViswanathPublished in: IEEE Symposium on Security and Privacy (2020)
Keyphrases
- data sets
- database
- high quality
- small number
- data quality
- raw data
- data distribution
- application domains
- synthetic data
- data collection
- neural network
- image data
- sensor data
- noisy data
- data sources
- input data
- data structure
- spatial data
- training data
- databases
- original data
- real world
- experimental data
- clustering algorithm
- similarity measure
- sensor networks
- bayesian networks
- data points
- wireless sensor networks
- prior knowledge
- high dimensional