Published : July 11, 2026, 2:16 p.m. | 10 hours, 16 minutes ago
Description :PraisonAI before 1.6.78 contains a remote code execution vulnerability in CodeAgent._execute_python() that executes LLM-generated Python code without AST validation, import restrictions, or sandbox enforcement. Attackers can influence LLM output through prompt injection to exfiltrate all environment secrets and execute arbitrary code on the host system.
Severity: 10.0 | CRITICAL
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🤖 AI-Generated Patch Solution
Google Gemini (gemini-2.5-flash) • CVE: CVE-2026-61447
N/A
1. IMMEDIATE ACTIONS
Upon discovery or notification of a critical, unpatched vulnerability, immediate actions are crucial to contain potential damage and prevent exploitation.
1.1 Isolate Affected Systems: If specific vulnerable systems or services are identified, immediately segment them from the broader network. This can involve firewall rules to block inbound and outbound connections, moving systems to a quarantine VLAN, or physically disconnecting non-essential network interfaces. Prioritize critical production systems.
1.2 Disable Vulnerable Functionality: If the vulnerability is tied to a specific feature, module, or service within an application or system, disable that functionality temporarily if feasible without causing unacceptable business disruption. For example, if a specific API endpoint or file upload feature is implicated, disable access to it.
1.3 Review Logs for Indicators of Compromise (IOCs): Scrutinize historical and real-time logs from firewalls, Intrusion Detection/Prevention Systems (IDS/IPS), Web Application Firewalls (WAFs), application servers, web servers, and endpoint security solutions for any signs of exploitation attempts or successful compromise. Look for unusual network traffic patterns, unauthorized file modifications, unexpected process executions, or anomalous user activity.
1.4 Initiate Incident Response Protocol: Activate your organization's established incident response plan. This includes forming a dedicated response team, establishing secure communication channels, documenting all actions taken, and notifying relevant stakeholders (e.g., legal, management, public relations).
1.5 Create System Backups: Before making any configuration changes or applying patches, perform full backups of critical data and system configurations. This ensures data recovery capability and provides a forensic snapshot if further analysis is required.
1.6 Block Known Exploitation Patterns: If any information about potential exploit methods or signatures becomes available (e.g., specific HTTP headers, URL patterns, or payload structures), immediately implement blocking rules on network perimeter devices (firewalls, WAFs, IPS) to prevent known attack vectors.
2. PATCH AND UPDATE INFORMATION
Specific patch information for CVE-2026-61447 is unavailable as it is a future-dated or undisclosed CVE. However, the general principles for managing patches are critical.
2.1 Monitor Vendor Advisories: Continuously monitor official security advisories from all software and hardware vendors relevant to your infrastructure. This includes operating systems, web servers (Apache, Nginx, IIS), application servers (Tomcat, JBoss), databases, third-party libraries, and any custom applications. Subscribe to security mailing lists and RSS feeds for critical vendors.
2.2 Expedited Patch Deployment: Once an official patch or update is released for CVE-2026-61447 by the affected vendor, prioritize its deployment. This should be treated as an emergency patch.
2.3 Staging Environment Testing: Before deploying patches to production, test them thoroughly in a non-production, staging environment that closely mirrors your production setup. This helps identify potential compatibility issues, regressions, or performance impacts without affecting live services.
2.4 Rollback Plan: Develop a clear rollback plan in case the