# Security Framework Documentation and Threat Model
## Overview
The Agent Orchestration Platform implements a comprehensive, multi-layered security framework designed to provide maximum isolation between agents while maintaining secure state persistence and comprehensive audit capabilities. This document outlines the security architecture, threat model, and validation procedures.
## Security Architecture
### Multi-Layer Defense Strategy
```
┌─────────────────────────────────────────────────────────────┐
│ Application Layer │
│ • Input Validation & Sanitization │
│ • Security Contract Enforcement │
│ • Agent Process Isolation │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Cryptographic Layer │
│ • AES-GCM State Encryption │
│ • ECDSA Audit Signatures │
│ • Key Management & Rotation │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Filesystem Layer │
│ • Directory Boundary Enforcement │
│ • Path Traversal Prevention │
│ • Resource Limit Monitoring │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ System Layer │
│ • Process Sandboxing │
│ • Memory Protection │
│ • Network Isolation │
└─────────────────────────────────────────────────────────────┘
```
### Core Security Components
#### 1. Cryptographic Security (`src/boundaries/crypto.py`)
**Key Management**
- **Algorithm**: AES-256-GCM for encryption, ECDSA P-256 for signatures
- **Key Rotation**: Automatic rotation based on time and usage thresholds
- **Storage**: Encrypted key storage with secure file permissions (0o600)
- **Lifecycle**: Complete key lifecycle management with secure deletion
**State Encryption**
- **Algorithm**: AES-GCM with 128-bit authentication tags
- **Nonce Management**: Cryptographically secure nonce generation, never reused
- **Additional Data**: Optional authenticated additional data for context binding
- **Performance**: O(n) encryption/decryption, O(1) key operations
**Audit Signing**
- **Algorithm**: ECDSA P-256 with SHA-256 hashing
- **Tamper Detection**: Cryptographic signatures prevent audit log modification
- **Verification**: Fast signature verification for audit trail integrity
- **Non-repudiation**: Digital signatures provide non-repudiation guarantees
#### 2. Filesystem Security (`src/validators/filesystem.py`)
**Boundary Enforcement**
- **Directory Jailing**: Strict containment within session root directories
- **Path Validation**: Comprehensive path normalization and traversal prevention
- **Access Control**: Fine-grained permission checking at filesystem level
- **Resource Monitoring**: Real-time tracking of disk usage and file counts
**Security Policies**
- **Whitelist Approach**: Default deny with explicit allow patterns
- **Blocked Patterns**: Comprehensive blocking of dangerous file patterns
- **Resource Limits**: Configurable limits on file size, count, and total usage
- **Audit Trail**: Complete audit log of all filesystem access attempts
#### 3. Input Validation (`src/validators/input.py`)
**Multi-Layer Validation**
- **Syntax Validation**: Pattern matching for expected input formats
- **Content Filtering**: Detection and removal of malicious patterns
- **Encoding Validation**: Unicode normalization and encoding verification
- **Length Constraints**: Configurable length limits for all input types
**Attack Prevention**
- **SQL Injection**: Detection of SQL injection patterns and keywords
- **XSS Prevention**: HTML escaping and script tag detection
- **Command Injection**: Detection of shell metacharacters and command patterns
- **Path Traversal**: Prevention of directory traversal attempts
#### 4. Security Contracts (`src/contracts/security.py`)
**Design by Contract**
- **Preconditions**: Validation of inputs and system state before operations
- **Postconditions**: Verification of outputs and side effects after operations
- **Invariants**: Continuous validation of system consistency constraints
- **Violation Handling**: Structured handling of contract violations with audit
**Contract Types**
- **Agent Operations**: Security contracts for agent lifecycle management
- **Session Management**: Contracts for session creation and management
- **Message Transmission**: Secure message passing between agents
- **Filesystem Access**: Contracts for file and directory operations
## Threat Model
### Threat Categories
#### 1. External Threats
**Malicious Input Injection**
- **Threat**: Injection of malicious code through user inputs
- **Mitigation**: Multi-layer input validation with whitelist approach
- **Detection**: Pattern matching for known attack signatures
- **Response**: Input sanitization or rejection with audit logging
**Network-Based Attacks**
- **Threat**: Network-based attacks on MCP protocol
- **Mitigation**: MCP protocol encryption and authentication
- **Detection**: Request validation and rate limiting
- **Response**: Connection termination and IP blocking
**Denial of Service**
- **Threat**: Resource exhaustion attacks
- **Mitigation**: Resource limits and monitoring
- **Detection**: Resource usage pattern analysis
- **Response**: Request throttling and resource reclamation
#### 2. Internal Threats
**Agent Escape**
- **Threat**: Agent attempting to escape containment
- **Mitigation**: Process isolation and filesystem boundaries
- **Detection**: Boundary violation monitoring
- **Response**: Agent termination and security alert
**Privilege Escalation**
- **Threat**: Agent attempting to gain elevated privileges
- **Mitigation**: Principle of least privilege and security contracts
- **Detection**: Permission violation monitoring
- **Response**: Operation denial and audit logging
**Data Exfiltration**
- **Threat**: Unauthorized access to sensitive data
- **Mitigation**: Encryption at rest and access controls
- **Detection**: Audit trail analysis
- **Response**: Access revocation and forensic investigation
#### 3. Systemic Threats
**Key Compromise**
- **Threat**: Compromise of cryptographic keys
- **Mitigation**: Key rotation and secure storage
- **Detection**: Unusual key usage patterns
- **Response**: Immediate key rotation and re-encryption
**Audit Log Tampering**
- **Threat**: Modification of audit logs
- **Mitigation**: Cryptographic signatures on audit entries
- **Detection**: Signature verification failure
- **Response**: Security alert and forensic investigation
**System State Corruption**
- **Threat**: Corruption of system state or configuration
- **Mitigation**: State encryption and integrity checking
- **Detection**: Contract violation monitoring
- **Response**: State restoration from backup
### Attack Scenarios and Mitigations
#### Scenario 1: Malicious Agent Creation
**Attack**: User attempts to create agent with malicious name containing injection patterns
```
Input: "Agent_1'; DROP TABLE agents; --"
```
**Mitigation Chain**:
1. Input validation rejects SQL injection patterns
2. Agent name validation enforces "Agent_#" format
3. Contract preconditions verify valid agent name
4. Operation is rejected and audited
#### Scenario 2: Path Traversal Attack
**Attack**: Agent attempts to access files outside session boundary
```
Input: "../../../etc/passwd"
```
**Mitigation Chain**:
1. Path validation detects traversal patterns
2. Filesystem boundary enforcement blocks access
3. Security contract violation is logged
4. Agent operation is terminated
#### Scenario 3: Encrypted State Tampering
**Attack**: Attacker modifies encrypted agent state on disk
**Mitigation Chain**:
1. AES-GCM authentication tag detects tampering
2. Decryption fails with authentication error
3. Agent state is marked as compromised
4. Agent is reset to known good state
#### Scenario 4: Audit Log Manipulation
**Attack**: Attacker attempts to modify audit log entries
**Mitigation Chain**:
1. ECDSA signature verification detects tampering
2. Modified entries are identified and flagged
3. Security alert is generated
4. Forensic investigation is initiated
## Security Validation and Testing
### Property-Based Testing
**Security Properties Verified**:
- **Encryption Roundtrip**: Encryption followed by decryption returns original data
- **Signature Verification**: Valid signatures always verify, invalid signatures never verify
- **Boundary Enforcement**: No path can escape session boundaries
- **Input Sanitization**: All malicious patterns are detected and handled safely
**Test Coverage**:
- **Cryptographic Operations**: 1000+ random test cases per property
- **Filesystem Operations**: Comprehensive path traversal attempt testing
- **Input Validation**: Fuzzing with known attack patterns
- **Contract Verification**: All security contracts tested under edge conditions
### Penetration Testing
**Attack Simulations**:
- **SQL Injection**: Testing with OWASP Top 10 injection patterns
- **XSS Attacks**: Script injection attempts in all input fields
- **Command Injection**: Shell metacharacter and command insertion tests
- **Path Traversal**: Directory traversal attempts with encoding variations
**Security Boundary Testing**:
- **Agent Isolation**: Verification that agents cannot access each other's data
- **Session Separation**: Testing cross-session access prevention
- **Resource Limits**: Verification of resource exhaustion protection
- **Audit Integrity**: Testing audit log tamper resistance
### Continuous Security Monitoring
**Real-Time Monitoring**:
- **Contract Violations**: Immediate detection and response to security contract violations
- **Resource Usage**: Continuous monitoring of resource consumption patterns
- **Access Patterns**: Analysis of filesystem and network access patterns
- **Anomaly Detection**: Statistical analysis of system behavior for anomalies
**Audit Trail Analysis**:
- **Signature Verification**: Continuous verification of audit log integrity
- **Pattern Analysis**: Detection of suspicious activity patterns
- **Correlation Analysis**: Cross-correlation of events for attack detection
- **Forensic Capabilities**: Complete audit trail for incident investigation
## Security Configuration
### Default Security Settings
```python
# Cryptographic Configuration
DEFAULT_KEY_VALIDITY = 24 # hours
DEFAULT_ENCRYPTION_ALGORITHM = "AES-256-GCM"
DEFAULT_SIGNATURE_ALGORITHM = "ECDSA-P256-SHA256"
# Filesystem Security
DEFAULT_MAX_FILE_SIZE = 100 * 1024 * 1024 # 100MB
DEFAULT_MAX_TOTAL_FILES = 10000
DEFAULT_MAX_DIRECTORY_DEPTH = 50
# Input Validation
DEFAULT_MAX_MESSAGE_LENGTH = 100000 # 100KB
DEFAULT_MAX_AGENT_NAME_LENGTH = 20
DEFAULT_MAX_SESSION_NAME_LENGTH = 255
# Security Levels
MINIMUM_OPERATION_LEVEL = SecurityLevel.INTERNAL
AGENT_OPERATION_LEVEL = SecurityLevel.CONFIDENTIAL
SYSTEM_OPERATION_LEVEL = SecurityLevel.SECRET
```
### Security Hardening Recommendations
1. **Key Management**
- Use hardware security modules (HSMs) for key storage in production
- Implement automated key rotation with shorter validity periods
- Enable key escrow for disaster recovery scenarios
2. **Filesystem Security**
- Implement mandatory access controls (MAC) where available
- Use filesystem encryption for additional data protection
- Configure regular security scans of session directories
3. **Network Security**
- Deploy behind application firewall with MCP protocol inspection
- Implement rate limiting and DDoS protection
- Use TLS 1.3 for all network communications
4. **Monitoring and Alerting**
- Configure real-time security alerts for contract violations
- Implement automated incident response procedures
- Enable integration with SIEM systems for correlation
## Compliance and Standards
### Security Standards Compliance
- **NIST Cybersecurity Framework**: Aligned with Identify, Protect, Detect, Respond, Recover functions
- **ISO 27001**: Information security management system compliance
- **OWASP ASVS**: Application Security Verification Standard Level 2 compliance
- **SOC 2 Type II**: Controls for security, availability, and confidentiality
### Cryptographic Standards
- **FIPS 140-2**: Federal Information Processing Standard for cryptographic modules
- **NIST SP 800-57**: Key management best practices
- **RFC 8446**: TLS 1.3 for secure communications
- **RFC 7539**: ChaCha20-Poly1305 alternative cipher support
## Security Maintenance
### Regular Security Activities
1. **Weekly**
- Review security violation logs
- Analyze resource usage patterns
- Update threat intelligence feeds
2. **Monthly**
- Perform penetration testing
- Review and update security policies
- Conduct security training for developers
3. **Quarterly**
- Full security audit and assessment
- Update threat model and risk assessment
- Review and update incident response procedures
4. **Annually**
- Complete security framework review
- Update security architecture documentation
- Conduct third-party security assessment
### Security Incident Response
**Incident Classification**:
- **Level 1**: Contract violations and input validation failures
- **Level 2**: Boundary violations and access control failures
- **Level 3**: Cryptographic failures and audit log tampering
- **Level 4**: System compromise and data exfiltration
**Response Procedures**:
1. **Detection**: Automated monitoring and alerting systems
2. **Analysis**: Incident analysis and severity classification
3. **Containment**: Immediate containment and system isolation
4. **Eradication**: Root cause elimination and security patching
5. **Recovery**: System restoration and service resumption
6. **Lessons Learned**: Post-incident analysis and improvement
This security framework provides comprehensive protection for the Agent Orchestration Platform while maintaining the flexibility and performance required for sophisticated multi-agent coordination.