
VS Code extensions contain trojan-laden image
RL researchers have identified 19 malicious extensions on the VS Code Marketplace — the majority containing a malicious file posing as a PNG.
Security automation uses technology to execute security tasks, workflows, and decision-making processes with minimal human intervention. It applies to everything from detecting threats and remediating vulnerabilities to managing access control and responding to incidents.
Security automation helps organizations scale their defenses, reduce response time, and improve consistency across increasingly complex digital environments.
Cybersecurity threats are evolving faster than human teams can manually respond to them. At the same time, most security teams face limited resources, growing attack surfaces, and an overwhelming volume of alerts. Security automation:
It allows security teams to focus on strategic risk management and threat hunting rather than reactive firefighting.
Term | Focus Area | Key Difference from Security Automation |
|---|---|---|
SOAR | Security orchestration automation response | SOAR is a platform; automation refers to the broader practice. |
SIEM | Data aggregation and alerting | SIEM detects; automation acts. |
Manual Response | Human-driven resolution | Security automation eliminates delay and inconsistency. |
DevSecOps Pipelines | Security in CI/CD workflows | Security automation supports, but is not limited to, DevSecOps. |

RL researchers have identified 19 malicious extensions on the VS Code Marketplace — the majority containing a malicious file posing as a PNG.

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