Rachid Guerraoui

1. The Hidden Vulnerability of Distributed Learning in Byzantium
   2018/02/22 by El Mahdi El Mhamdi, Rachid Guerraoui, Mhamdi, El Mahdi El +3 · 34 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
2. The many faces of publish/subscribe
   2003/06/01 by Patrick Eugster, Pascal Felber, Rachid Guerraoui +1 · 1 voice · 13 citations
   Computer Science · #Caching and Content Delivery #Distributed and Parallel Computing Systems #Peer-to-Peer Network Technologies
3. Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
   2023/02/03 by Youssef Allouah, Allouah, Youssef, Sadegh Farhadkhani +9 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #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)
4. Byzantine-Tolerant Machine Learning
   2017/03/08 by Peva Blanchard, El Mahdi El Mhamdi, Blanchard, Peva +5 · 6 citations
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. Fast and Differentially Private Algorithms for Decentralized Collaborative Machine Learning
   2017/01/01 by Aurélien Bellet, Bellet, Aurélien, Rachid Guerraoui +5 · 5 citations
   Computer Science · #Age of Information Optimization #Blockchain Technology Applications and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
6. On the Impossible Safety of Large AI Models
   2022/09/30 by El-Mahdi El-Mhamdi, El-Mhamdi, El-Mahdi, Sadegh Farhadkhani +14 · 3 voices
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CR #cs.LG
7. Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates
   2024/02/20 by Youssef Allouah, Sadegh Farhadkhani, Allouah, Youssef +11 · 5 citations
   Social Sciences · #FOS: Computer and information sciences #Government, Law, and Information Management #Legal Rights and Human Rights #Machine Learning (cs.LG)
8. Online Payments by Merely Broadcasting Messages (Extended Version)
   2020/04/27 by Daniel Collins, Rachid Guerraoui, Collins, Daniel +17 · 2 citations
   Computer Science · #Blockchain Technology Applications and Security #Caching and Content Delivery #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
9. The Utility and Complexity of in- and out-of-Distribution Machine Unlearning
   2024/12/12 by Youssef Allouah, Joshua Kazdan, Allouah, Youssef +5 · 5 citations
   Engineering · #Belt Conveyor Systems Engineering #Industrial Automation and Control Systems #Smart Grid Energy Management
10. Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
    2023/10/03 by Martijn de Vos, Sadegh Farhadkhani, de Vos, Martijn +9 · 3 citations
    Engineering · Mathematics · Computer Science · #Advanced MIMO Systems Optimization #Statistical Methods and Inference #Distributed Sensor Networks and Detection Algorithms
11. The Privacy Power of Correlated Noise in Decentralized Learning
    2024/05/02 by Youssef Allouah, Allouah, Youssef, Anastasia Koloskova +7 · 3 citations
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
12. uBFT: Microsecond-scale BFT using Disaggregated Memory [Extended Version]
    2022/10/31 by Marcos K. Aguilera, Aguilera, Marcos K., Naama Ben-David +9 · 2 citations
    Computer Science · #Distributed systems and fault tolerance #Cloud Data Security Solutions #Software System Performance and Reliability
13. Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs
    2023/04/18 by Da Silva Gameiro Henrique, Henrique, Da Silva Gameiro, Andrei Kucharavy +3 · 2 citations
    Computer Science · #Topic Modeling
14. Certified Unlearning for Neural Networks
    2025/06/08 by Anastasia Koloskova, Youssef Allouah, Koloskova, Anastasia +7 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Machine Learning and Data Classification
15. Distributed Transactional Systems Cannot Be Fast
    2019/03/21 by Diego Didona, Panagiota Fatourou, Didona, Diego +7 · 1 voice
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
16. Revisiting Ensembling in One-Shot Federated Learning
    2024/11/11 by Youssef Allouah, Allouah, Youssef, Akash Dhasade +13 · 3 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
17. On the Privacy-Robustness-Utility Trilemma in Distributed Learning
    2023/02/09 by Youssef Allouah, Allouah, Youssef, Rachid Guerraoui +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
18. All Byzantine Agreement Problems are Expensive
    2023/11/14 by Pierre Civit, Civit, Pierre, Seth Gilbert +9 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
19. Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
    2024/09/30 by Youssef Allouah, Allouah, Youssef, Abdellah El Mrini +7 · 2 citations
    Computer Science · Mathematics · Medicine · #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #COVID-19 diagnosis using AI
20. Adaptive Gradient Clipping for Robust Federated Learning
    2024/05/23 by Youssef Allouah, Allouah, Youssef, Rachid Guerraoui +9 · 1 citation
    Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
21. Distributed Momentum for Byzantine-resilient Learning
    2020/02/28 by El-Mhamdi, El-Mahdi, Rachid Guerraoui, Sébastien Rouault +2 · 1 citation
    Computer Science · #Complexity and Algorithms in Graphs #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)
22. AT2: Asynchronous Trustworthy Transfers
    2018/12/27 by Rachid Guerraoui, Guerraoui, Rachid, Petr Kuznetsov +7 · 2 citations
    Computer Science · #Blockchain Technology Applications and Security #Distributed systems and fault tolerance #Caching and Content Delivery
23. PeerSwap: A Peer-Sampler with Randomness Guarantees
    2024/08/07 by Rachid Guerraoui, Guerraoui, Rachid, Anne-Marie Kermarrec +7 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems