Chakrabarti, Chaitali
- ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning
2022/05/09 by Li, Jingtao, Rakin, Adnan Siraj, Chen, Xing +3 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data
2022/08/18 by Jingtao Li, Li, Jingtao, Jian Zhou +7 · 6 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Industrial Vision Systems and Defect Detection
- LiDAR-Aided Mobile Blockage Prediction in Real-World Millimeter Wave Systems
2021/11/18 by Shunyao Wu, Chaitali Chakrabarti, Wu, Shunyao +3 · 4 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Proactively Predicting Dynamic 6G Link Blockages Using LiDAR and In-Band Signatures
2022/11/17 by Shunyao Wu, Wu, Shunyao, Chaitali Chakrabarti +3 · 2 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression
2018/04/19 by Yin, Shihui, Srivastava, Gaurav, Venkataramanaiah, Shreyas K. +3 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy
2021/03/22 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Yang Li +13 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models
2025/09/26 by Guo, Jingkai, Chakrabarti, Chaitali, Fan, Deliang · 4 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- T-BFA: Targeted Bit-Flip Adversarial Weight Attack
2020/07/24 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Zhezhi He +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)