Jailbreaklens: Visual analysis of jailbreak attacks against large language models

Y Feng, Z Chen, Z Kang, S Wang, M Zhu… - arxiv preprint arxiv …, 2024 - arxiv.org
The proliferation of large language models (LLMs) has underscored concerns regarding
their security vulnerabilities, notably against jailbreak attacks, where adversaries design …

Transforlearn: Interactive visual tutorial for the transformer model

L Gao, Z Shao, Z Luo, H Hu, C Turkay… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The widespread adoption of Transformers in deep learning, serving as the core framework
for numerous large-scale language models, has sparked significant interest in …

From Requirement to Solution: Unveiling Problem-Driven Design Patterns in Visual Analytics

Y Wu, S Gao, S Zhang, X Dou… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Visual Analytics (VA) researchers frequently collaborate closely with domain experts to
derive requirements and select appropriate solutions to fulfill these requirements. Despite …

AdversaFlow: Visual Red Teaming for Large Language Models with Multi-Level Adversarial Flow

D Deng, C Zhang, H Zheng, Y Pu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) are powerful but also raise significant security concerns,
particularly regarding the harm they can cause, such as generating fake news that …

[PDF][PDF] Visual Interpretation of Tagging: Advancing Understanding in Task-Oriented Dialogue Systems

Y Zhou, Y **ng, A Abdul-Rahman, R Borgo - 2024 - diglib.eg.org
In task-oriented dialogue systems, tagging tasks leverage Large Language Models (LLMs)
to understand dialogue semantics. The specifics of how these models capture and utilize …