Mansi Phute

Projects

Things I do, including research, academic course projects, and miscellaneous interests.

Research

Architectural Design Principles for Adversarially Robust CNNs
, 2023
By Self Examination, LLMs Know They Are Being Tricked!
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Unmasking Information Flow through Linguistic Fingerprints
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Many state-of-the-art methods use Machine Learning (ML) to identify lithography patterns that can cause issues in the future as these algorithms can predict defects in patterns which the machine has not encountered before.
, 2021
Fertility of the soil can be predicted using hyperspectral images
, 2021
LLMs are treated as knowledge bases, but how much knowledge do they truly contain?
, 2023
Rapid risk assessment technique that focuses on offline data preprocessing to simplify future online analysis, and reduce complexity of functional call graph to help prioritize vulnerability remediation.
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Explore how business intelligence combined with data analytics can provide efficient techniques for human resource planning and develop AI techniques to help implement accurate forecasting based on historic data.
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Explore how business intelligence combined with data analytics can provide efficient techniques for human resource planning and develop AI techniques to help implement accurate forecasting based on historic data.
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Design and Development of Artificial Intelligence based Autonomous Robotic System for Precision Agriculture
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Other