Deepfake Incident Response: A Playbook for CISO and IR Teams

A practical playbook for takedowns, telemetry, privacy controls, and regulator-ready remediation when directory leaks spark class actions.

A technical due diligence framework for spotting scam exposure in stock risk profiles and valuing fraud risk correctly.

A product blueprint for embedding domain-calibrated risk scoring, guardrails, and human escalation into AI health assistants.

A practical Scam-MisRAT framework for scoring scam harm, prioritizing takedowns, and safeguarding AI agents.

Turn fraud logs into a fraud index, reclaim budget, and feed cleaner signals back into attribution and experiments.

Ad fraud can poison ML models. Learn how to harden attribution with label hygiene, forensics, anomaly detection, and stress tests.

A legal-technical guide to archive access, IRB, de-identification, and reproducible scam research on social media.

A practical framework for using disinformation research to detect scam rings through network, timing, and persona signals.