1 citations · 1 across the 4 of their papers we have counts for
4 papers
Codec-Robust Attacks on Audio LLMs
Jaechul Roh, Jean-Philippe Monteuuis, Jonathan Petit +1
Prior attacks on Audio Large Language Models (Audio LLMs) demonstrated that carefully crafted waveform-domain perturbations can force targeted adversarial outputs. As a defense mec…
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation
Jaechul Roh, Varun Gandhi, Shivani Anilkumar +1
Large Language Models (LLMs) have achieved remarkable success in tasks requiring complex reasoning, such as code generation, mathematical problem solving, and algorithmic synthesis…
Robust Smart Home Face Recognition under Starving Federated Data
Jaechul Roh, Yajun Fang
Over the past few years, the field of adversarial attack received numerous attention from various researchers with the help of successful attack success rate against well-known dee…
MSDT: Masked Language Model Scoring Defense in Text Domain
Jaechul Roh, Minhao Cheng, Yajun Fang
Pre-trained language models allowed us to process downstream tasks with the help of fine-tuning, which aids the model to achieve fairly high accuracy in various Natural Language Pr…