Vulnerabilities are weaknesses or flaws in systems, software, hardware, configurations, or processes that adversaries can exploit to compromise confidentiality, integrity, or availability. The concept underpins vulnerability management, regulatory compliance, risk assessment, and security investment decisions across enterprise IT, cloud, and operational technology environments.
Black Duck's report from a 540-respondent survey found 95% used AI tools while 24% applied full IP, license, security and quality checks to AI-generated code.
Netcraft published five predictions for 2026 covering AI vulnerabilities, Phishing-as-a-Service, attack-surface management, seasonal scams, and targets.