Red/Blue Team Operations
"Real-time threat detection, session replay, automated incident response, and forensic analysis for enterprise security teams."
Security teams need visibility into AI agent behavior. Our Security & Forensics track provides red/blue team capabilities with real-time monitoring, automated incident response, and complete forensic reconstruction of any agent interaction.
01. The Challenge
A Fortune 100 enterprise with 50,000+ employees deployed AI agents for internal support but discovered a critical security gap. The agents had access to sensitive HR data and could potentially leak confidential information through prompt injection attacks. Traditional security tools couldn't monitor AI-specific threats like "jailbreaking" attempts or data exfiltration through creative prompting. The company faced regulatory scrutiny under SOX compliance requirements, with existing SIEM systems unable to parse AI-specific logs. They needed comprehensive security controls that could detect, contain, and provide forensic evidence for any AI-related security incidents.
02. The Solution
AKIOS can implement a comprehensive security framework with four layers: Detection, Investigation, Containment, and Recovery. We deploy the AKIOS Security Gateway as a man-in-the-middle proxy for all AI traffic, implementing real-time threat detection using custom ML models trained on red team attack patterns. The system provides session replay capabilities allowing security teams to watch any agent interaction in real-time or rewind to investigate suspicious activity.
Automated incident response can trigger quarantine measures for compromised sessions, while maintaining complete audit trails for forensic analysis. The 10-week implementation can include red team validation where our security experts attempt to breach the system using advanced AI attack techniques, ensuring the defenses are battle-tested before production deployment.
- Detection Accuracy
- High
- Response Time
- < 30s
- Forensic Coverage
- Comprehensive
- SIEM Integration
- Complete
- Cost Savings
- Significant
- False Positives
- < 0.1%
03Technical Implementation
Threat Detection & Monitoring
- AKIOS Security Gateway deployed as man-in-the-middle proxy for all AI traffic
- Custom ML models trained on red team attack patterns (prompt injection, jailbreaking)
- Real-time anomaly detection with 99.2% accuracy for AI-specific threats
- Session replay capabilities for live monitoring and investigation
Incident Response & Containment
- Automated playbooks for incident containment and traffic quarantine
- Real-time alert escalation with configurable response workflows
- Compromised session isolation and automated remediation
- Integration with enterprise SOAR platforms for coordinated response
Forensic Analysis & Audit
- Immutable audit trails with cryptographic signatures for e-discovery
- Complete session reconstruction with searchable transcripts and metadata
- Blockchain-style verification for regulatory compliance investigations
- Native SIEM connectors (Splunk, ELK) with AI-specific log parsing
04Implementation Roadmap
Phase 1: Security Assessment (Weeks 1-2)
- Conduct comprehensive security audit of existing AI infrastructure
- Identify AI-specific threat vectors and attack surfaces
- Establish baseline security monitoring and logging capabilities
Phase 2: Infrastructure Deployment (Weeks 3-5)
- Deploy AKIOS Security Gateway as man-in-the-middle proxy
- Implement custom ML models for threat detection
- Configure session replay and forensic analysis systems
Phase 3: Red Team Validation (Weeks 6-8)
- Execute comprehensive red team testing with AI attack techniques
- Validate automated incident response and containment playbooks
- Test SIEM integration and forensic analysis capabilities
Phase 4: Production & Monitoring (Weeks 9-10)
- Graduated rollout with real-time threat monitoring active
- Establish ongoing security operations and incident response
- Enable continuous security monitoring and automated alerting
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Start your own Security & Forensics today and see the difference.