Security, privacy and ethics are low-priority issues for developers when modeling their machine learning solutions, according to O’Reilly.

Major issues

Security is the most serious blind spot. Nearly three-quarters (73 per cent) of respondents indicated they don’t check for security vulnerabilities during model building. More than half (59 per cent) of organizations also don’t consider fairness, bias or ethical issues during ML development.