One model trusts another. CHIMERA exploits them all. Topology mapping, trust chain exploitation, cascading failure injection, ensemble attacks, and model-to-model poisoning — weaponised for authorised red team engagements.
CHIMERA targets multi-model architectures where one AI system's output feeds another's input. Modern AI pipelines chain models together — routers, validators, generators, reviewers — each trusting the output of the last. Compromise one link and the entire chain falls.
Discover multi-model pipeline architecture. Model fingerprinting. API endpoint enumeration. Data flow tracing. Trust boundary identification.
Exploit trust relationships between chained models. Output injection. Intermediate result manipulation. Validator bypass via upstream poisoning.
Inject cascading failures across model pipelines. Error propagation. Timeout exploitation. Fallback manipulation. Graceful degradation attacks.
Attack ensemble model architectures. Voting manipulation. Confidence score poisoning. Disagreement exploitation. Majority rule subversion.
Poison models through their connections. Cross-model prompt injection. Shared context exploitation. Model-to-model trust manipulation.
Attack AI routing layers. Model selection manipulation. Load balancer exploitation. A/B test poisoning. Traffic steering attacks.
Baseline capture before any engagement. Pipeline topology snapshot. Trust chain verification. Signed restoration certificate.
Standard mode detects. UNLEASHED exploits. Ed25519 crypto. Dual-gate safety. One operator.
Maps multi-model pipeline architecture. Identifies trust boundaries and vulnerable chains. No exploitation. Reports only.
Plans full pipeline attack campaigns. Shows exactly what would work. Ed25519 required. No execution.
Cryptographic override. Private key controlled. One operator. Founder's machine only.
THIS TOOL IS FOR AUTHORISED SECURITY TESTING ONLY. EVERY EXECUTION IS SIGNED AND LOGGED.
36 techniques. 7 subsystems. Topology mapping. Trust exploitation. Cascading failure. The tool that proves your multi-model pipeline isn't safe.