publications
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
Author: Janvi Thakkar, Giulio Zizzo, Sergio Maffeis
Conference: 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI 2024)
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Conference: 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI 2024)
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Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience
Author: Janvi Thakkar, Giulio Zizzo, Sergio Maffeis
Conference: 2nd workshop on Deployable AI in Conjunction with AAAI 2024 (DAI-AAAI'24)
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Conference: 2nd workshop on Deployable AI in Conjunction with AAAI 2024 (DAI-AAAI'24)
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FedSpectral+: Spectral Clustering using Federated Learning
Author: Janvi Thakkar, Devvrat Joshi
Conference: 3rd workshop on Graphs and more Complex structures for Learning and Reasoning in Conjunction with AAAI 2023
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Conference: 3rd workshop on Graphs and more Complex structures for Learning and Reasoning in Conjunction with AAAI 2023
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k‑Means SubClustering: A Differentially Private Algorithm with Improved Clustering Quality
Author: Devvrat Joshi, Janvi Thakkar
Conference: 1st workshop on Privacy Algorithms in Systems (PAS), International Conference on Information and Knowledge Management (CIKM 2022)
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Conference: 1st workshop on Privacy Algorithms in Systems (PAS), International Conference on Information and Knowledge Management (CIKM 2022)
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Analysis of Image Generation using Scene graphs
Author: Shril Mody, Janvi Thakkar
Conference: ACM India 5th Joint International Conference on Data Science and Management of Data (CoDS-COMAD 2022)
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Conference: ACM India 5th Joint International Conference on Data Science and Management of Data (CoDS-COMAD 2022)
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Geometrical Homogeneous Clustering for Image Data Reduction
Author: Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra
Conference: SubsetML Workshop @ Thirty-Eighth International Conference on Machine Learning (ICML 2021)
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Conference: SubsetML Workshop @ Thirty-Eighth International Conference on Machine Learning (ICML 2021)
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Merged-GHCIDR: Geometrical Approach to Reduce Image Data
Author: Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, , Rohan Patil, Nipun Batra
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