
Adversarial AI is on the rise: What you need to know
Researchers explain that as threat actors move to AI-enabled malware in active operations, existing defenses will fail.
Build pipeline security refers to the protection of the systems, tools, and processes involved in building, testing, and deploying software. It ensures that unauthorized code, configurations, or behaviors aren’t introduced during software delivery by securing CI/CD systems and their dependencies.
Build environments have become high-value targets in software supply chain attacks. Compromise at this stage can lead to widespread distribution of malware or backdoors. Without a strict build pipeline security, organizations risk shipping vulnerable or tampered software to customers.
Build pipeline security typically involves:
Topic | Focus Area | Difference from Build Pipeline Security |
|---|---|---|
DevSecOps | Integration of security in SDLC | Broader cultural and workflow changes across the SDLC |
Post-Compilation Scanning | Review of compiled binaries | Focuses on outputs after build; the build pipeline secures the process |
Secure Build Environments | Hardening the build infrastructure | A subset of the build pipeline security focused on the environment itself |

Researchers explain that as threat actors move to AI-enabled malware in active operations, existing defenses will fail.

Gaining visibility into supply chain threats — and adding controls for software risk — are essential to insurability.

AI platforms exacerbate existing security risks. Here’s what you need to know to stay out of technical debt.