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AI security practice now live8+ years adversarial

AdversarialsecurityfortheAIera.

We break web apps, networks, and cloud estates — and now the models, agents, and pipelines behind your AI features. Then we teach your team to do the same.

Within one business day · Remote and on-site, worldwide

recon.shlive
Prompt InjectionActive DirectoryOWASP LLM Top 10Attack-Path MappingMITRE ATLASAgent Tool AbusePrivilege EscalationRAG Data ExfiltrationKerberoastingModel Supply ChainEU AI ActBusiness Logic AbuseNIST AI RMFThreat HuntingExploit DevelopmentISO/IEC 42001

AI Security

Your model isn't the risk. Everything you connected it to is.

A content filter is not a security control. Once a model reads untrusted input and can call tools, a successful injection stops being a bad answer and becomes an action taken on your infrastructure, with your credentials.

  • The interface

    Prompt injection & jailbreaks

    Direct and indirect injection, guardrail bypass, system-prompt extraction, and multi-turn attacks that single-shot payloads never find.

    • OWASP LLM Top 10
    • Multi-turn
    • Indirect injection
  • The system

    Agent & tool abuse

    Whether your model can be steered into calling tools with attacker-chosen arguments, chaining actions, or reaching data it was never authorized to touch.

    • Tool calling
    • RAG boundaries
    • Cross-tenant
  • The pipeline

    Data & model supply chain

    Training-data integrity, poisoning exposure, third-party model provenance, and the MLOps infrastructure that serves inference.

    • MITRE ATLAS
    • SLSA
    • Model extraction

And the paperwork that now comes with it.

AI system inventory, EU AI Act risk classification, control gap analysis, and the evidence pack your auditors and enterprise customers are starting to ask for.

AI governance
Uncrypt found things our previous vendor missed for two years running. The report was the first one our engineering team actually understood without a translation call.
CTO · Fintech Platform

The same people who test systems all day teach the training and built the playground — nothing here is outsourced, and nothing on the playground is watered down.

Let's find out what an attacker would.

Tell us what you're building or running. We'll come back with a scope, a timeline, and a straight answer about whether we're the right fit.

Within one business day · NDA on request