A Wolf in Sheep's Clothing: Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.
Daniel GibertJordi PlanesQuan LeGiulio ZizzoPublished in: EuroS&P Workshops (2023)
Keyphrases
- machine learning
- countermeasures
- response time
- query processing
- database
- malicious code
- user queries
- detect malicious
- active learning
- range queries
- decision trees
- human body
- social networks
- multi agent
- relevance feedback
- data mining
- generative model
- unsupervised learning
- computer networks
- information extraction
- data structure
- feature selection
- text classification
- text mining
- machine learning algorithms
- natural language processing
- object detection
- machine learning methods
- communication cost
- reinforcement learning
- detecting malicious
- learning algorithm