[ OrchSec Agent Security Core: Active Vulnerability Scan Loop ]

Continuous Security Scanning for LLM Agents.

Continuously pentest your autonomous AI applications. OrchSec scans your tool connections, maps your interaction graphs, and exposes data leaks, parameter tampering, and tool hijacking before attackers can exploit them.

orchsec-cli — live-scan

orchsec scan --target https://api.staging.internal --schema ./agent-tools.json

[info] Target Identified: Multi-turn LLM Agent with Tool Permissions.

[info] Mapping application security boundaries and schema graphs...

[info] Running automated adversarial attack strings [OWASP Agent Top 10 Core]...

⚠️ [SECURITY VULNERABILITY DETECTED]: Unauthorized API Privilege Escalation found on node /api/v1/internal-vault.

⚡ [ATTACK MAP]: Indirect Data Poisoning → Context Injection → Forced Backend Database Export.

🔥 [CRITICAL BREACH PROVEN]: Core system boundaries compromised.

↳ Exfiltrated Hard Canary Token: YES [CANARY_ZINC_ALPHA_9X]

[status] Scan complete. 1 Critical exploit verified. 0 False positives.

Supported Attack Vectors

The architectural security boundaries OrchSec continuously scans and tests.

Prompt Injection & Data Poisoning

Scans against indirect vector vulnerabilities where malicious documents, untrusted files, or incoming emails override internal developer guidelines to hijack agent goals.

⚠️ [WARN] Injection Vector Detected

source: external_pdf_loader

payload: system_override_attempt

Tool Abuse & Privilege Escalation

Tests your Model Context Protocol (MCP) servers, API connections, and tool routing logic to ensure models cannot execute unauthorized actions or access secure administrative backend files.

🔥 [CRITICAL] Tool Escalation Path

mcp_server: stdio_unauthed

oauth_scope: admin:write

Multi-Tenant Data Isolation

Continuously checks memory pools and vector databases to ensure strict tenant data segregation, preventing cross-user information leakage.

✓ [PASS] Tenant Isolation Verified

tenant_a → tenant_b: blocked

memory_bleed: none detected

Automated Schema Audits

No manual test suites or boilerplate code needed. Point the OrchSec scanner directly at your OpenAPI or MCP JSON configuration specs; our offensive engine programmatically audits your entire system graph to catch logical security flaws instantly.

Hover nodes to trace attack paths