Assessing Vulnerabilities of Adversarial Learning Algorithm through Poisoning Attacks.
Jingfeng ZhangBo SongBo HanLei LiuGang NiuMasashi SugiyamaPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- countermeasures
- security flaws
- security risks
- security vulnerabilities
- security mechanisms
- denial of service
- buffer overflow
- information security
- dos attacks
- training data
- security breaches
- data corruption
- attack scenarios
- training examples
- security threats
- attack graphs
- learning tasks
- learning problems
- web services
- active learning
- back propagation
- authentication scheme
- machine learning algorithms
- malicious attacks
- denial of service attacks
- multi agent
- learning process
- supervised learning
- access control
- anomaly detection
- malicious users
- lightweight
- training samples
- computer security
- security issues
- learning rate
- attack graph
- watermarking scheme
- operating system
- classification algorithm
- watermarking algorithm
- learning scheme