"Security is not my field, I'm a stats guy": A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry.
Jaron MinkHarjot KaurJuliane SchmüserSascha FahlYasemin AcarPublished in: USENIX Security Symposium (2023)
Keyphrases
- machine learning
- root cause analysis
- network security
- machine learning systems
- data mining
- decision support
- interdisciplinary field
- machine learning algorithms
- network layer
- access control
- qualitative and quantitative
- security issues
- data sets
- quantitative methods
- root cause
- dos attacks
- decision trees
- information security
- data analysis
- intrusion detection
- computational intelligence
- information extraction
- knowledge discovery
- academia and industry
- expert systems
- artificial intelligence
- denial of service
- learning algorithm