Machine Learning needs Better Randomness Standards: Randomised Smoothing and PRNG-based attacks.
Pranav DahiyaIlia ShumailovRoss AndersonPublished in: USENIX Security Symposium (2024)
Keyphrases
- machine learning
- pseudorandom number
- random number generator
- random number
- random numbers
- machine learning methods
- countermeasures
- chaotic map
- machine learning algorithms
- data mining
- network anomaly detection
- learning algorithm
- information extraction
- web services
- metadata
- natural language processing
- digital images
- image encryption
- watermarking scheme
- smoothing methods
- watermarking algorithm
- text mining
- feature selection