ML Security & Adversarial Robustness
Model-level attack research, robustness evaluation, and defense analysis for frontier and production systems.
Work with us
Trusted Red Team Network
Realistic adversarial testing. Systems thinking. Geopolitical forecasting. We bring specialists into project-based engagements where independent evaluation actually changes a decision.
What this network is
Syntony runs an adversarial evaluation practice for frontier labs, public sector clients, and enterprise deployments. The Trusted Red Team Network is the bench we draw from when a scope demands depth we do not keep in-house full-time.
Engagements are project-based and confidential. Specialists bring published work, demonstrable expertise, and the judgment to turn a finding into evidence a reviewer can act on.
Project-based, not gig-shop
Scoped engagements with a threat model, evidence requirements, and a clear deliverable. Not crowdsourced bug hunting.
Multi-disciplinary by design
ML security, prompt engineering, policy analysis, geopolitical forecasting, and systems thinking work side by side on the same engagement.
Findings tied to governance
We do not leave reports in a drawer. Specialists see how their work flows into mitigation, control, and oversight decisions.
NDA-protected, decision-relevant
Client details are confidential. Engagements run under NDA and findings are scoped to be reproducible where safe to disclose.
Who we're looking for
Areas of expertise
Prompt Engineering & Jailbreaking
Documented bypasses, structured probing methodologies, and the discipline to turn a one-off into a class of finding.
Policy Analysis & Governance
Translation between technical findings and the controls, escalation triggers, and oversight artifacts they imply.
Geopolitical Forecasting & Strategic Risk
Scenario analysis, compute and supply-chain dynamics, and threat modeling at the level of states and institutions.
Systems Thinking & Complex Systems
Causal mapping, feedback analysis, and the ability to trace a finding through the operational environment around it.
Agentic Systems Evaluation
Tool use, memory, autonomy, and delegation testing for systems that act on their environment.
Apply
Join the Trusted Red Team Network
Applications are reviewed on a rolling basis. We respond to every submission.