Stateful Defenses for Machine Learning Models Are Not Yet Secure Against Black-box Attacks.
Ryan FengAshish HoodaNeal MangaokarKassem FawazSomesh JhaAtul PrakashPublished in: CCS (2023)
Keyphrases
- black box
- machine learning models
- security mechanisms
- cryptographic protocols
- denial of service attacks
- security protocols
- spam filtering
- machine learning algorithms
- machine learning approaches
- black boxes
- dos attacks
- white box
- security issues
- machine learning
- learning models
- network security
- predictive model
- learning algorithm
- integration testing
- white box testing
- machine learning methods
- ddos attacks
- encryption scheme
- smart card
- data mining
- neural network
- data sets