Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems.
Zhibo WangJingjing MaXue WangJiahui HuZhan QinKui RenPublished in: ACM Comput. Surv. (2023)
Keyphrases
- machine learning systems
- feedforward artificial neural networks
- machine learning
- denial of service attacks
- countermeasures
- machine learning algorithms
- spam filters
- malicious attacks
- security threats
- insider attacks
- learning systems
- learning classifier systems
- cyber attacks
- spam filtering
- denial of service
- training process
- data corruption
- dos attacks
- data sets
- insider threat
- security vulnerabilities
- intrusion detection system
- security measures
- security risks
- information security
- feature selection
- rough sets
- supervised learning algorithms
- training samples
- neural network