Search Results for author: Anantaa Kotal

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

Change Management using Generative Modeling on Digital Twins

no code implementations21 Sep 2023 Nilanjana Das, Anantaa Kotal, Daniel Roseberry, Anupam Joshi

These digital twins act as a non-production environment where changes can be applied, and the system can be securely tested before patch release.

Management

Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy

no code implementations25 Jul 2023 Aritran Piplai, Anantaa Kotal, Seyedreza Mohseni, Manas Gaur, Sudip Mittal, Anupam Joshi

Neuro-Symbolic Artificial Intelligence (AI) is an emerging and quickly advancing field that combines the subsymbolic strengths of (deep) neural networks and explicit, symbolic knowledge contained in knowledge graphs to enhance explainability and safety in AI systems.

Knowledge Graphs

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