Detailed exam-format bullets were not present in the static HTML for this page (likely client-rendered) so questions/time/passing-score could not be re-confirmed today; GIAC's standard 4-year/36-CPE/$499 renewal terms (confirmed at giac.org/certifications/renewal/) apply.
No formal prerequisites are published; anyone can register for the exam.
Valid for 4 years, 36 CPE credits per cycle, $479 renewal fee. Renew by cpe.
Renewal fee is due at the end of the 4-year cycle. You can also renew by retaking the exam.
GIAC/SANS SEC595 (Applied Data Science and AI/ML for Cybersecurity): the flagship vendor-neutral cert for applying ML to security data (anomaly detection, threat hunting, SOC analytics); also relevant to adversarial ML.