Search Results for author: Lavanya Elluri

Found 4 papers, 1 papers with code

PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification

no code implementations30 Apr 2024 Leon Garza, Lavanya Elluri, Anantaa Kotal, Aritran Piplai, Deepti Gupta, Anupam Joshi

Using Retrieval Augmented Generation, we identify the relevant sections in a privacy policy with corresponding regulatory rules.

Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis

1 code implementation27 Nov 2023 Anantaa Kotal, Lavanya Elluri, Deepti Gupta, Varun Mandalapu, Anupam Joshi

While Big Data can provide the farming community with valuable insights and improve efficiency, there is significant concern regarding the security of this data as well as the privacy of the participants.

Privacy Preserving Synthetic Data Generation

Recent Advancements in Machine Learning For Cybercrime Prediction

no code implementations10 Apr 2023 Lavanya Elluri, Varun Mandalapu, Piyush Vyas, Nirmalya Roy

We start the review with some standard methods cybercriminals use and then focus on the latest machine and deep learning techniques, which detect anomalous behavior and identify potential threats.

Transfer Learning

Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions

no code implementations28 Mar 2023 Varun Mandalapu, Lavanya Elluri, Piyush Vyas, Nirmalya Roy

The study provides access to the datasets used for crime prediction by researchers and analyzes prominent approaches applied in machine learning and deep learning algorithms to predict crime, offering insights into different trends and factors related to criminal activities.

Crime Prediction

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