Fed-Trace: An Efficient Model to Traceback Data Poisoning Attacks in Federated Learning.
Harshit GuptaPratyush PareekAnirudh AroraMuskan Deep Kaur MainiRamesh Kumar BhukyaO. P. VyasAntonio PuliafitoPublished in: ICCST (2023)
Keyphrases
- prior knowledge
- experimental data
- learning models
- simulation data
- hidden variables
- data sources
- learned models
- statistical methods
- probability distribution
- accurate models
- test data
- background knowledge
- probabilistic model
- data analysis
- database
- sensory data
- empirical data
- data collection
- expert knowledge
- data processing
- network structure
- input data
- learning process
- computational model
- distributed data
- learning phase
- training data
- measured data
- high level
- high dimensional data
- data points
- learning scheme
- bayesian methods
- generative model