Publications
(*) Denotes shared authorship.
Preprint
Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning
Dongjie Chen*, Kartik Patwari*, Zhengfeng Lai, Xiaoguang Zhu, Samson Cheung, Chen-Nee Chuah
Preprint , March 2025
Paper Code
Rendering-Refined Stable Diffusion for Privacy Compliant Synthetic Data
Kartik Patwari*, David Schneider*, Xiaoxiao Sun, Chen-Nee Chuah, Lingjuan Lyu, Vivek Sharma*
Preprint , December 2024
Paper Code
2024
PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
Kartik Patwari*, Chen-Nee Chuah, Lingjuan Lyu, Vivek Sharma*
International Conference on Machine Learning (ICML) , July 2024
Paper Code Poster Website
LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices
Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, and Houman Homayoun
International Symposium on Quality Electronic Design (ISQED) , March 2024
Paper
2023
Towards Fair Video Summarization
Anshuman Chhabra, Kartik Patwari, Chandana Kuntala, Sristi, Deepak Kumar Sharma, Prasant Mohapatra
Transactions on Machine Learning Research (TMLR) , December 2023
Paper Code
Establishing a Benchmark for Adversarial Robustness of Compressed Deep Learning Models After Pruning
Brijesh Vora*, Kartik Patwari*, Syed Mahbub Hafiz, Z. Shafiq, C-N. Chuah
ICML Workshop New Frontiers in Adversarial Machine Learning (AdvML Frontiers) , August 2023
Paper
2022
DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices
Kartik Patwari, Syed Mahbub Hafiz, Han Wang, Houman Homayoun, Zubair Shafiq, Chen-Nee Chuah
IEEE European Symposium on Security and Privacy (EuroS&P) , June 2022
Paper Code Slides
Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks
Han Wang, Syed Mahbub Hafiz, Kartik Patwari, Chen-Nee Chuah, Zubair Shafiq, Houman Homayoun
IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE) , May 2022
Paper