Organizations will spend $327.5 billion in 2021 for AI systems according to the IDC report, but not all AI and Machine Leaning investments will bring the desired outcomes.

Insufficient Logging and Monitoring differs somewhat from the previous 9 risks. While it cannot lead to a direct intrusion, this risk is that you fail to detect the intrusion in a timely manner, a failure that can cost millions.

Security Logging and Monitoring Failures is #9 in the current OWASP top Ten Most Critical Web Application Security Risks.

If you know about a vulnerability, you can be certain that adversaries also know about it – and are working to exploit it. It sounds like a no-brainer; but using components with known vulnerabilities still makes #9 in the current OWASP list of the ten most critical web application security risks.

If you know about a vulnerability, you can be certain that adversaries also know about it – and are working to exploit it. It sounds like a no-brainer; but using components with known vulnerabilities still makes #6 in the current OWASP list of the ten most critical web application security risks.

Insecure Deserialization is #8 in the current OWASP Top Ten Most Critical Web Application Security Risks. It is difficult to exploit, but successful attacks can lead to remote code execution.

Cross-site scripting (XSS) is #7 in the current OWASP Top Ten Most Critical Web Application Security Risks – and the second most prevalent web application vulnerability. It is thought to exist in two-thirds of all applications.