Jailbreaklens: Visual analysis of jailbreak attacks against large language models
The proliferation of large language models (LLMs) has underscored concerns regarding
their security vulnerabilities, notably against jailbreak attacks, where adversaries design …
their security vulnerabilities, notably against jailbreak attacks, where adversaries design …
Transforlearn: Interactive visual tutorial for the transformer model
The widespread adoption of Transformers in deep learning, serving as the core framework
for numerous large-scale language models, has sparked significant interest in …
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 …
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 …
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
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 …
to understand dialogue semantics. The specifics of how these models capture and utilize …