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Search Results - balaji+padmanabhan
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FESA: Fast and Efficient Secure Aggregation for Privacy-Preserving Federated Learning
Advantages: Protects user data during federated learning, ensuring individual privacy without compromising analysis. Minimizes data transfer, improves federated learning convergence speed and reducing resource consumption. Requires just one trustworthy assisting node, making implementation and scalability more straightforward. Summary: This...
Published: 9/3/2024
|
Inventor(s):
Rouzbeh Behnia
,
Mohammedreza Ebrahimi
,
Thang Hoang
,
Balaji Padmanabhan
Keywords(s):
Cybersecurity
,
Data Mining
Category(s):
Technology Classifications > Data/AI > Cybersecurity - Data/AI
,
Technology Classifications > Computer Science > Computers Software & Information Technology
EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy
Advantages: EW-Tune framework ensures robust privacy, preventing unauthorized access to sensitive AI data. Differing from conventional approaches, EW-Tune is custom-tailored for enhancing already established AI models, streamlining the process. Summary: This technology introduces EW-Tune, a pioneering solution aimed at refining AI language...
Published: 2/19/2025
|
Inventor(s):
Reza Ebrahimi
,
Rouzbeh Behnia
,
Balaji Padmanabhan
Keywords(s):
Artificial Intelligence
,
Cybersecurity
Category(s):
Technology Classifications > Data/AI > Cybersecurity - Data/AI
SCARF - A Secured Cloud File System
Advantages Prevents accidental data leaks Enhances cloud storage security with dual-layer protection Defends against malicious search agents Integrates seamlessly with existing cloud systems Summary The increasing reliance on cloud computing has exposed organizations to the significant risk of data breaches and accidental leaks, often caused...
Published: 1/21/2025
|
Inventor(s):
Vivek Singh
,
Kaushik Dutta
,
Balaji Padmanabhan
,
Shalini Sasidharan
Keywords(s):
Category(s):
Technology Classifications > Computer Science
,
Technology Classifications > Data/AI
Here I Am - Location Authentication Application
Competitive Advantages GPS spoofing detection Real-time authentication Works on all smartphone and tablet Easy integration into existing apps Summary USF inventors have developed a method that combines the location information obtained from a mobile device with a system of authentication that relies on individual biometrics,...
Published: 4/12/2024
|
Inventor(s):
Sriram Chellappan
,
Balaji Padmanabhan
,
Arup Kanti Dey
,
Tanvir Hossain Bhuiyan
,
Shaminur Rahman
Keywords(s):
Computers Software and Information Technology
,
Mobility Devices and Software
Category(s):
Technology Classifications > Software > Multimedia
,
Technology Classifications > Software