Mansi Phute

According to our database, Mansi Phute authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation.

Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Sheng-Yun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks.

Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Shengyun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau

CoRR, October, 2025

VISOR++: Universal Visual Inputs based Steering for Large Vision Language Models.

Ravikumar Balakrishnan, Mansi Phute

CoRR, September, 2025

ComplicitSplat: Downstream Models are Vulnerable to Blackbox Attacks by 3D Gaussian Splat Camouflages.

Matthew Hull, Haoyang Yang, Pratham Mehta, Mansi Phute, Aeree Cho, Haoran Wang, Matthew Lau, Wenke Lee, Willian T. Lunardi, Martin Andreoni, Polo Chau

CoRR, August, 2025

VISOR: Visual Input-based Steering for Output Redirection in Vision-Language Models.

Mansi Phute, Ravikumar Balakrishnan

CoRR, August, 2025

3D Gaussian Splat Vulnerabilities.

Matthew Hull, Haoyang Yang, Pratham Mehta, Mansi Phute, Aeree Cho, Haoran Wang, Matthew Lau, Wenke Lee, Willian T. Lunardi, Martin Andreoni, Polo Chau

CoRR, June, 2025

RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering.

Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety.

Seongmin Lee, Aeree Cho, Grace C. Kim, Shengyun Peng, Mansi Phute, Duen Horng Chau

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

LLM Attributor: Interactive Visual Attribution for LLM Generation.

Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors.

Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.

Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.

Alec Helbling, Mansi Phute, Matthew Hull, Duen Horng Chau

CoRR, 2023

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs.

Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau

Proceedings of the 34th British Machine Vision Conference 2023, 2023