rating_distribution.show()n = 25

6001000 · silver1200 · gold1400 · platinum1600 · diamond1800 · master2200

roster.head(30)10 rows · cybersecurity_of_ai_systems

rankplayerelo30d Δacc

# 1·Quinn Osei @quantum_quinn207,000·C·90%# 2·Sam Kowalski @full_stack_sec195,800·C·87%# 3·Dr. Raj Gupta @dr_adversarial187,000·C·85%# 4·James Rivera @apex_sec153,400·C·86%# 5·Zara Hassan @zero_day_zara150,400·C·85%# 6·Elena Volkov @ciso_elena78,000·C·87%# 7·Li Wei @ml_security_li71,000·C·83%# 8·Aisha Patel @aisha.gov37,400·C·85%# 9·Jordan Lee @threat_intel_j33,600·C·80%# 10·Roz Nakamura @redteam_roz33,600·C·80%