
Hi, I'm Mansi Phute
CS PhD at Georgia Tech
I am a PhD student at Georgia Tech advised by Polo Chau in the Polo Club of Data Science.
My research is in Trustworthy, Responsible, and Secure AI.
I find vulnerabilities in AI systems and build practical, scalable defenses against them, so that large-scale models can be secured and the systems deployed with them can be trusted.
My work has led to two patents and two industry-deployed defenses, along with papers at top AI conferences.
This includes VISOR and VISOR++: a single, universal steering image that steers architecturally diverse models without access to their internals at runtime.
I have collaborated with scientists at
IBM,
HiddenLayer,
Intel Labs, and
Nanyang Technological University
News
- 🎉 Oct 2026 I gave an invited talk at IBM : "Holistic Safety of Multimodal Multi-Agent Systems".
- 🎉 Sep 2026 I was featured in Georgia Tech College of Computing news: Internship Highlights.
- 🎉 Aug 2026 I completed my Research Internship at IBM, San Jose, CA.
- 🎉 Jun 2026 I presented UNDREAM at PAKDD 2026.
- 🎉 Apr 2026 My patent US12608861B1 was published.
Read more
- 🎉 Apr 2026 I passed my PhD qualifying exams
Featured Publications
Transferrable Visual Input based Steering for Output Redirection in Large Vision Language Models
ECCV,
2026
A Unified Evaluation System for Configurable Attacks in Differentiable Environments
arXiv,
2026
Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks
Pacific Asia Conference on Knowledge and Data Discovery,
2026
Visual Input based Steering for Output Redirection in Large Vision Language Models
AAAI AIR-FM Workshop,
2026