AppOmni’s Marlin AI Brings Autonomous Investigation to SaaS Security
Marlin AI automatically analyzes SaaS misconfigurations, investigates related activity across enterprise environments, and recommends remediation steps — while stopping short of fully autonomous corrective action. The post AppOmni’s Marlin AI Brings Autonomous Investigation to SaaS Security appeared first on SecurityWeek.
Securing software-as-a-service (SaaS) apps is hard. The standard cybersecurity controls are not designed for SaaS.
The difficulty is the software doesn’t belong to the user and usually runs on somebody else’s infrastructure. Standard cybersecurity products are designed to operate on software owned by the user and housed on the users’ infrastructure.
SaaS providers attempt to maintain security inside their apps, but they cannot control how they are used. Usage varies from user to user and is fundamentally governed by how the app is configured. This configuration is the only native security available to SaaS users, and misconfiguration is the primary and most common source of insecurity.
Source: https://www.securityweek.com/appomnis-marlin-ai-brings-autonomous-investigation-to-saas-security/
Related breach coverage
- SecurityWeek to Host AI Risk Summit August 11-12 at the Ritz-Carlton, Half Moon Bay2026-05-27
Now in its third year, the AI Risk Summit is the leading conference that brings together CISOs, security leaders, AI researchers, developers, policymakers, and enterprise risk professionals. The post SecurityWeek to Host AI Risk Summit August 11-12 at the Ritz-Carlton, Half Moon Bay appeared first on SecurityWeek.
- Government to Scrutinize Instructure Over Canvas Disruption, Data Breach2026-05-13
The Committee on Homeland Security has requested to be briefed on the incident and Instructure’s remediation steps. The post Government to Scrutinize Instructure Over Canvas Disruption, Data Breach appeared first on SecurityWeek.
- Dragos Acquires xIoT Security Firm Phosphorus2026-06-01
Dragos said customers will soon gain expanded asset visibility and integrated device intelligence, with automated remediation workflows and a unified platform experience to follow. The post Dragos Acquires xIoT Security Firm Phosphorus appeared first on SecurityWeek.
- Open Source DockSec Uses AI to Cut Through Vulnerability Noise in Docker Images2026-05-26
DockSec, an OWASP incubator project, correlates findings from multiple container security scanners and uses AI to generate plain-English remediation guidance and exact Dockerfile fixes. The post Open Source DockSec Uses AI to Cut Through Vulnerability Noise in Docker Images appeared first on SecurityWeek.
