Security Architecture
A comprehensive breakdown of how ByteDefense parses pipeline logic and syncs perimeter signatures with DentiGrid honeypots.
CI/CD Pipeline Integration
ByteDefense operates as a strict, non-blocking check within compile processes. When a Pull Request is opened, the CLI scans the AST logic concurrently using Project Loom virtual threads.
name: ByteDefense Scan
jobs:
audit:
runs-on: ubuntu-latest
steps:
- name: Audit with Jlama CLI
run: |
java -jar bytedefense.jar scan --fail-on-high
Model Context Protocol
To guarantee model accuracy without leaking secrets, the CLI extracts targeted method logic, cleans hardcoded tokens, and maps context into a standardized JSON payload prior to local inference.
"protocol_version": "1.0",
"scan_target": {
"file_path": "TokenParser.java",
"frameworks": ["Spring Boot 3.x"]
},
"context": {
"git_diff": "+ Claims claims = Jwts.parser()..."
}
}
Validation & Auto-Patch
Once Jlama outputs a candidate remediation, ByteDefense calls the in-memory Java Compiler API. If the patch compiles with zero errors, the agent branches the repository and submits a verified Pull Request.
ByteDefense automatically filters invalid compiler states, executing iterative correction loops natively inside the JVM before any code touches remote version control.
DentiGrid Threat Deception
Security patches are synced with the DentiGrid edge honeypots. Incoming traffic scanning for the patched vulnerability is diverted into highly-interactive decoy boxes, isolating threat actors.