Chakraborty, Supriyo
- Analyzing Federated Learning through an Adversarial Lens
2018/11/29 by Arjun Nitin Bhagoji, Supriyo Chakraborty, Bhagoji, Arjun Nitin +5 · 43 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- Interpretable to Whom? A Role-based Model for Analyzing Interpretable\n Machine Learning Systems
2018/06/20 by Richard Tomsett, Dave Braines, Tomsett, Richard +8 · 13 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- GenAttack: Practical Black-box Attacks with Gradient-Free Optimization
2018/05/28 by Moustafa Alzantot, Alzantot, Moustafa, Yash Sharma +9 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stakeholders in Explainable AI
2018/09/29 by Preece, Alun, Harborne, Dan, Braines, Dave +2 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Sanity Checks for Saliency Metrics
2019/11/29 by Tomsett, Richard, Harborne, Dan, Chakraborty, Supriyo +2 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification
2021/12/12 by Panda, Ashwinee, Mahloujifar, Saeed, Bhagoji, Arjun N. +2 · 7 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- IBM Federated Learning: an Enterprise Framework White Paper V0.1
2020/07/22 by Heiko Ludwig, Ludwig, Heiko, Nathalie Baracaldo +45 · 4 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Adversarial training in communication constrained federated learning
2021/03/01 by Devansh Shah, Shah, Devansh, Parijat Dube +5 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- DEEProtect: Enabling Inference-based Access Control on Mobile Sensing Applications
2017/02/20 by Changchang Liu, Liu, Changchang, Supriyo Chakraborty +3 · 3 citations
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models
2024/09/19 by Akshaj Kumar Veldanda, Shi-Xiong Zhang, Veldanda, Akshaj Kumar +11 · 4 citations
Computer Science · Medicine · #Natural Language Processing Techniques #Topic Modeling #Radiomics and Machine Learning in Medical Imaging
- SenseGen: A Deep Learning Architecture for Synthetic Sensor Data\n Generation
2017/01/30 by Moustafa Alzantot, Supriyo Chakraborty, Alzantot, Moustafa +3 · 1 citation
Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #User Authentication and Security Systems
- Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models
2020/03/31 by Liam Hiley, Alun Preece, Hiley, Liam +9 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #electronic engineering #information engineering
- On the amplification of security and privacy risks by post-hoc explanations in machine learning models
2022/06/28 by Quan, Pengrui, Chakraborty, Supriyo, Jeyakumar, Jeya Vikranth +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dense Backpropagation Improves Training for Sparse Mixture-of-Experts
2025/04/16 by Panda, Ashwinee, Baherwani, Vatsal, Sarwar, Zain +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)