4 citations · 7 across the 3 of their papers we have counts for
3 papers
PAL: Proxy-Guided Black-Box Attack on Large Language Models
Chawin Sitawarin, Norman Mu, David Wagner +1
Large Language Models (LLMs) have surged in popularity in recent months, but they have demonstrated concerning capabilities to generate harmful content when manipulated. While tech…
Jatmo: Prompt Injection Defense by Task-Specific Finetuning
Julien Piet, Maha Alrashed, Chawin Sitawarin +5
Large Language Models (LLMs) are attracting significant research attention due to their instruction-following abilities, allowing users and developers to leverage LLMs for a variet…
Demystifying the Adversarial Robustness of Random Transformation Defenses
Chawin Sitawarin, Zachary Golan-Strieb, David Wagner
Neural networks' lack of robustness against attacks raises concerns in security-sensitive settings such as autonomous vehicles. While many countermeasures may look promising, only…