ADVERSARIAL ML & RED TEAMING
Stress-testing model architecture under attack: prompt injection, jailbreak bypass, adversarial gradients and model extraction. We break what you assumed was locked.
Stress-testing model architecture under attack: prompt injection, jailbreak bypass, adversarial gradients and model extraction. We break what you assumed was locked.
Auditing autonomous agents: tool-use injection, function-call hijacking, multi-step task manipulation and sandbox / permission-boundary escape.
Pressure-testing guardrails, data-leakage canaries, PII exposure and regulatory red lines under sustained adversarial load — with reproducible evidence.
Reproducible attack playbooks, severity scoring and an actionable hardening report your team can actually ship against.
Request a slot. Drop a valid email or Telegram handle — we route through a secure channel and respond within 48h. No spam, no public waitlist.