Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.
Daniel GibertJordi PlanesQuan LeGiulio ZizzoPublished in: CoRR (2023)
Keyphrases
- machine learning
- countermeasures
- detect malicious
- query expansion
- query processing
- query evaluation
- relevance feedback
- social networks
- detecting malicious
- database
- database queries
- user queries
- multi agent
- data structure
- range queries
- computer vision
- generative model
- object detection
- machine learning algorithms
- response time
- text classification
- machine learning methods
- network structure
- learning algorithm
- data sources
- keywords
- feature selection
- decision trees
- reverse engineering
- data mining
- attack scenarios
- malicious code
- traffic analysis
- watermarking algorithm
- unsupervised learning
- communication cost
- information security
- data model
- active learning
- information extraction
- natural language processing