Ali Anwar
- TiFL: A Tier-based Federated Learning System
2020/01/25 by Zheng Chai, Chai, Zheng, Ahsan Ali +17 · 19 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Performance (cs.PF) #Privacy-Preserving Technologies in Data
- A Hybrid Approach to Privacy-Preserving Federated Learning
2018/12/07 by Stacey Truex, Nathalie Baracaldo, Truex, Stacey +11 · 16 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
2020/10/12 by Zheng Chai, Chai, Zheng, Yujing Chen +9 · 9 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache
2020/01/28 by Ao Wang, Wang, Ao, Jingyuan Zhang Zhang +16 · 5 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Large-Scale Analysis of Docker Images and Performance Implications for Container Storage Systems
2020/10/28 by Nannan Zhao, Vasily Tarasov, Hadeel Albahar +6 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Cloud Data Security Solutions
- FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
2021/03/05 by Runhua Xu, Nathalie Baracaldo, Xu, Runhua +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
2022/07/15 by Runhua Xu, Xu, Runhua, Nathalie Baracaldo +9 · 3 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Safety Aware Task Planning via Large Language Models in Robotics
2025/03/19 by Azal Ahmad Khan, Khan, Azal Ahmad, Michael Andrev +13 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO) #Software Reliability and Analysis Research
- IBM Federated Learning: an Enterprise Framework White Paper V0.1
2020/07/22 by Heiko Ludwig, Ludwig, Heiko, Nathalie Baracaldo +45 · 2 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)
- MAP: Multi-Human-Value Alignment Palette
2024/10/24 by Xinran Wang, Qi Le, Wang, Xinran +13 · 4 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Persona Design and Applications
- Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
2022/02/25 by Nathalie Baracaldo, Ali Anwar, Baracaldo, Nathalie +19 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
- MeanCache: User-Centric Semantic Caching for LLM Web Services
2024/03/05 by Waris Gill, Mohamed Elidrisi, Gill, Waris +8 · 2 citations
Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management
- Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
2021/02/01 by Syed Zawad, Zawad, Syed, Ahsan Ali +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- InfiniStore: Elastic Serverless Cloud Storage
2022/09/03 by Jingyuan Zhang, Zhang, Jingyuan, Ao Wang +19 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- ProToken: Token-Level Attribution for Federated Large Language Models
2026/01/27 by Waris Gill, Ahmad Humayun, Ali Anwar +1 · 1 voice
Computer Science · #cs.LG #cs.AI #cs.SE
- A Framework for Incentivized Collaborative Learning
2023/05/26 by Xinran Wang, Qi Le, Wang, Xinran +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data
- Explaining Process Control Optimisation Recommendations via GradientSHAP and Implicit Differentiation
2026/07/16 by Paul Darm, Cem Alpturk, Kenneth Ulrich +3
#cs.AI