Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models.
Nathalie BaracaldoFarhan AhmedKevin EykholtYi ZhouShriti PriyaTaesung LeeSwanand KadheMike TanSridevi PolavaramSterling SuggsYuyang GaoDavid SlaterPublished in: SP Workshops (2023)
Keyphrases
- learning models
- network security
- loss function
- learning tasks
- machine learning
- semi supervised learning
- learning algorithm
- machine learning algorithms
- information security
- conditional random fields
- learning problems
- learning paradigms
- network layer
- intrusion detection
- classification models
- machine learning models
- denial of service attacks
- sparse metric learning
- graph cuts
- probabilistic model
- model selection
- real world