Ariel Herbert-Voss

Black Hat USA·39 min

• Black Hat
• AI Security
• Date: 2023
• Location: Black Hat

Nathan Hamiel · Rich Harang · Ariel Herbert-Voss · Ram Shankar Siva Kumar

Engineers explore architecture and security mechanisms for Forward Focus: Perspectives on AI, Hype, and Security.

Black Hat USA·36 min

• Black Hat
• AI Security
• Date: 2023
• Location: Black Hat

Shane Caldwell · Ariel Herbert-Voss

Engineers explore architecture and security mechanisms for How NOT to Train Your Hack Bot: Dos and Don'ts of Building Offensive GPTs.

Main Stage·29 min

• DEF CON
• AI Security
• Date: Aug 2019
• Location: Las Vegas

Ariel Herbert-Voss

Provides a structured adversarial ML red team methodology for attacking production AI systems beyond naive input perturbation.

AI Village·18 min

• DEF CON
• AI Security
• Date: Aug 2018
• Location: Las Vegas

Ariel Herbert Voss

Techniques for hardening machine learning models against adversarial attacks and evasion.