Core Insights - Datadog has expanded its AI security capabilities to address critical security risks in AI environments, enhancing protection from development to production [1][2][3] AI Security Landscape - The rise of AI has created new security challenges, necessitating a reevaluation of existing threat models due to the autonomous nature of AI workloads [2] - AI-native applications are more vulnerable to security risks, including prompt and code injection, due to their non-deterministic behavior [3] Securing AI Development - Datadog Code Security is now generally available, enabling teams to detect and prioritize vulnerabilities in custom code and open-source libraries, utilizing AI for remediation [5] - The integration with developer tools like IDEs and GitHub allows for seamless vulnerability remediation without disrupting development processes [5] Hardening AI Application Security - Organizations need stronger security controls for AI applications, including separation of privileges and data classification, to mitigate new types of attacks [6] - Datadog LLM Observability monitors AI model integrity and performs toxicity checks to identify harmful behaviors [7] Runtime Security Measures - The complexity of AI applications complicates the task of security analysts in identifying and responding to threats [9] - The Bits AI Security Analyst, integrated into Datadog Cloud SIEM, autonomously triages security signals and provides actionable recommendations [10] Continuous Monitoring and Protection - Datadog's Workload Protection continuously monitors interactions between LLMs and their host environments, with new isolation capabilities to block exploitation of vulnerabilities [11] - The Sensitive Data Scanner helps prevent sensitive data leaks during AI model training and inference [8] Recent Announcements - New security capabilities were announced during the DASH conference, including Code Security, Cloud Security tools, and enhancements in LLM Observability [12]
Datadog Expands AI Security Capabilities to Enable Comprehensive Protection from Critical AI Risks