Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks.
Huiying LiShawn ShanEmily WengerJiayun ZhangHaitao ZhengBen Y. ZhaoPublished in: USENIX Security Symposium (2022)
Keyphrases
- black box
- neural network
- rule extraction
- hybrid systems
- black boxes
- white box
- query processing
- database
- relevance feedback
- response time
- white box testing
- artificial neural networks
- data sources
- countermeasures
- network security
- defense mechanisms
- ddos attacks
- state transition
- test cases
- training process
- artificial intelligence
- user queries
- intrusion detection
- relational databases