Scholar
Mansi Phute
Google Scholar ID: D7LxFmgAAAAJ
Georgia Institute of Technology
adversarial machine learning
explainable AI
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Citations & Impact
All-time
Citations
337
H-index
4
i10-index
2
Publications
11
Co-authors
15
list available
Contact
Email
mansiphute@gatech.edu
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Publications
7 items
UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks
2025
Cited
0
VISOR++: Universal Visual Inputs based Steering for Large Vision Language Models
2025
Cited
0
ComplicitSplat: Downstream Models are Vulnerable to Blackbox Attacks by 3D Gaussian Splat Camouflages
2025
Cited
0
VISOR: Visual Input-based Steering for Output Redirection in Vision-Language Models
2025
Cited
0
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
2025
Cited
0
3D Gaussian Splat Vulnerabilities
2025
Cited
0
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
2024
Cited
0
Resume (English only)
Academic Achievements
Published 'UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks', arXiv, 2025.
Published 'VISOR++: Transferrable Visual Input based Steering for Output Redirection in Large Vision Language Models', arXiv, 2025.
Published 'VISOR: Visual Input based Steering for Output Redirection in Large Vision Language Models', arXiv, 2025.
Published 'Semi Truths: A Large-Scale Dataset for Testing Robustness of Image Classifiers', NeurIPS, 2024.
Published 'LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked!', ICLR Tiny Paper, 2024.
Some work (e.g., LLM Self Defense) has been deployed at ADP.
Co-authors
15 total
Duen Horng Chau
Apple; Professor, Georgia Institute of Technology
Matthew Hull
Georgia Institute of Technology
Alec Helbling
Machine Learning PhD Student, Georgia Tech
ShengYun Peng
Georgia Tech
Co-author 5
Kevin X Li
Chung-Ang Unversity
Co-author 7
Co-author 8
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