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    Cerberus AI

    Solutions / Compromised agents

    Has an attacker hijacked one of our agents?

    Prompt injection can redirect a trusted agent while it continues using valid credentials and permitted application actions. Cerberus identifies the hijacked actor through changes in intent, sequence, and behavior.

    All solutions
    Compromised agentcontained
    taskanswer customer questionexpected
    inputuntrusted instructions observedinjection
    actionbulk customer record accessoff-task
    intentagent goal hijackingcritical
    verdictcontainblockalert

    Illustrative product interface. The figures shown are an example of how Cerberus presents a detection, not benchmark or performance results.

    Trusted identity

    A hijacked agent keeps the credentials and permissions it had before compromise.

    Prompt injection changes goals

    Untrusted instructions can redirect the agent without producing malformed traffic.

    Actions still look valid

    The compromise appears in the actor's changing behavior, not in a signature.

    How it works

    Catch the hijack in the agent's behavior.

    Intent-Based Analysis™ connects prompt injection, changed goals, and off-task application actions to the same agent actor.

    01
    Identity and history
    Every action is evaluated with the established behavior of the agent that made it.
    02
    Intent and sequence deviation
    A change from the expected task into unrelated data access or actions becomes the security signal.
    03
    Actor-level containment
    A compromised agent can be limited as one connected actor instead of chasing its requests one at a time.

    Coverage

    What Cerberus catches here.

    Direct prompt injection

    Instructions supplied to an agent that attempt to replace or redirect its task.

    Indirect prompt injection

    Untrusted content encountered by an agent that attempts to hijack its goal.

    Agent goal hijacking

    A trusted agent begins pursuing an attacker's objective.

    Off-task data access

    Application reads that diverge from the agent's expected purpose.

    Hijacked workflows

    Valid application actions rearranged into an attacker-directed sequence.

    Compromised actor activity

    Related malicious actions tied back to the agent responsible.

    FAQ

    Common questions

    What is a compromised or hijacked agent?

    It is an agent whose goals or actions have been redirected by an attacker, often through direct or indirect prompt injection. The agent may still use legitimate credentials and permitted actions, so the change in behavior is the important signal.

    How does Cerberus detect prompt injection that becomes action?

    Cerberus evaluates the observable behavior of the agent: its identity, task context, action sequence, and history. When injected instructions redirect the actor into off-task access or actions, that divergence can be detected without trusting the model's internal reasoning.

    Stop the hijacked actor.

    See Cerberus read your own traffic, human and agentic, in one walkthrough tailored to your stack.

    Related: MCP Security