Rachid Guerraoui

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 230

Top Venues

Publications

Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
DARE to agree: Byzantine Agreement with Optimal Resilience and Adaptive Communication. IACR Cryptol. ePrint Arch. 2024 (2024)
Martina Camaioni, Rachid Guerraoui, Matteo Monti, Pierre-Louis Roman, Manuel Vidigueira, Gauthier Voron
Chop Chop: Byzantine Atomic Broadcast to the Network Limit. OSDI (2024)
Youssef Allouah, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud
Robust Sparse Voting. AISTATS (2024)
Rachid Guerraoui, Nirupam Gupta, Rafael Pinot
Byzantine Machine Learning: A Primer. ACM Comput. Surv. 56 (7) (2024)
Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui
The Privacy Power of Correlated Noise in Decentralized Learning. CoRR (2024)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
DARE to Agree: Byzantine Agreement With Optimal Resilience and Adaptive Communication. PODC (2024)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira, Igor Zablotchi
Partial synchrony for free? New bounds for Byzantine agreement via a generic transformation across network models. CoRR (2024)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot
Brief Announcement: A Case for Byzantine Machine Learning. PODC (2024)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira, Igor Zablotchi
Error-Free Near-Optimal Validated Agreement. CoRR (2024)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
: the Dolev-Reischuk bound is tight even in partial synchrony! Distributed Comput. 37 (2) (2024)
Marcos K. Aguilera, Clément Burgelin, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi
DSig: Breaking the Barrier of Signatures in Data Centers. CoRR (2024)
Rachid Guerraoui, Rafael Pinot, Geovani Rizk, John Stephan, François Taïani
Overcoming the Challenges of Batch Normalization in Federated Learning. CoRR (2024)
Marcos K. Aguilera, Clément Burgelin, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi
DSig: Breaking the Barrier of Signatures in Data Centers. OSDI (2024)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych
Tackling Byzantine Clients in Federated Learning. CoRR (2024)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
Boosting Robustness by Clipping Gradients in Distributed Learning. CoRR (2024)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Anton Paramonov, Manuel Vidigueira
All Byzantine Agreement Problems Are Expensive. PODC (2024)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot
On the Relevance of Byzantine Robust Optimization Against Data Poisoning. CoRR (2024)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira
Every Bit Counts in Consensus. CoRR (2023)
Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Sasha Voitovych
On the Inherent Anonymity of Gossiping. CoRR (2023)
Andrei Kucharavy, Rachid Guerraoui, Ljiljana Dolamic
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Geovani Rizk
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. CoRR (2023)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. AISTATS (2023)
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. NeurIPS (2023)
Rachid Guerraoui, Anne-Marie Kermarrec, Guilhem Niot, Olivier Ruas, François Taïani
GoldFinger: Fast & Approximate Jaccard for Efficient KNN Graph Constructions. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
On the Validity of Consensus. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. NeurIPS (2023)
Youssef Allouah, Rachid Guerraoui, John Stephan
Can Machines Learn Robustly, Privately, and Efficiently? CoRR (2023)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira
Every Bit Counts in Consensus. DISC (2023)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
On the Privacy-Robustness-Utility Trilemma in Distributed Learning. ICML (2023)
Karolos Antoniadis, Julien Benhaim, Antoine Desjardins, Elias Poroma, Vincent Gramoli, Rachid Guerraoui, Gauthier Voron, Igor Zablotchi
Leaderless consensus. J. Parallel Distributed Comput. 176 (2023)
Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. GECCO Companion (2023)
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. CoRR (2023)
Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber
Practical Homomorphic Aggregation for Byzantine ML. CoRR (2023)
Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi
uBFT: Microsecond-Scale BFT using Disaggregated Memory. ASPLOS (2) (2023)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan
Robust Collaborative Learning with Linear Gradient Overhead. ICML (2023)
Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. CoRR (2023)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
Strong Byzantine Agreement with Adaptive Word Complexity. CoRR (2023)
Karim Boubouh, Robert Basmadjian, Omid Ardakanian, Alexandre Maurer, Rachid Guerraoui
Efficient and Accurate Peer-to-Peer Training of Machine Learning Based Home Thermal Models. e-Energy (2023)
Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot, Sasha Voitovych
On the Inherent Anonymity of Gossiping. DISC (2023)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang
On the Strategyproofness of the Geometric Median. AISTATS (2023)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
On the Validity of Consensus. PODC (2023)
Da Silva Gameiro Henrique, Andrei Kucharavy, Rachid Guerraoui
Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs. CoRR (2023)
Vincent Gramoli, Rachid Guerraoui, Andrei Lebedev, Chris Natoli, Gauthier Voron
Diablo: A Benchmark Suite for Blockchains. EuroSys (2023)
Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Anton Paramonov, Manuel Vidigueira
All Byzantine Agreement Problems are Expensive. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Distributed Learning with Curious and Adversarial Machines. CoRR (2023)
Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy! J. Parallel Distributed Comput. 181 (2023)
Martina Camaioni, Rachid Guerraoui, Matteo Monti, Pierre-Louis Roman, Manuel Vidigueira, Gauthier Voron
Chop Chop: Byzantine Atomic Broadcast to the Network Limit. CoRR (2023)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan
SoK: On the Impossible Security of Very Large Foundation Models. CoRR (2022)
Rachid Guerraoui, Alexandre Maurer
Byzantine-Resilient Multi-Agent System. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Martina Camaioni, Rachid Guerraoui, Matteo Monti, Manuel Vidigueira
Oracular Byzantine Reliable Broadcast [Extended Version]. CoRR (2022)
Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi
uBFT: Microsecond-scale BFT using Disaggregated Memory. CoRR (2022)
Anastasiia Gorbunova, Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot
The Universal Gossip Fighter. IPDPS (2022)
Youssef Allouah, Rachid Guerraoui, Lê Nguyên Hoang, Oscar Villemaud
Robust Sparse Voting. CoRR (2022)
Martina Camaioni, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira
Carbon: An Asynchronous Voting-Based Payment System for a Client-Server Architecture. CoRR (2022)
Rachid Guerraoui, Petr Kuznetsov, Matteo Monti, Matej Pavlovic, Dragos-Adrian Seredinschi
Correction to: The consensus number of a cryptocurrency. Distributed Comput. 35 (1) (2022)
Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang, Oscar Villemaud
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks. ICML (2022)
Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Adi Seredinschi
Crime and Punishment in Distributed Byzantine Decision Tasks. ICDCS (2022)
Martina Camaioni, Rachid Guerraoui, Matteo Monti, Manuel Vidigueira
Oracular Byzantine Reliable Broadcast. DISC (2022)
Arsany Guirguis, Diana Petrescu, Florin Dinu, Do Le Quoc, Javier Picorel, Rachid Guerraoui
Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores. CoRR (2022)
Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy! IPDPS (2022)
Rachid Guerraoui, Antoine Murat, Javier Picorel, Athanasios Xygkis, Huabing Yan, Pengfei Zuo
uKharon: A Membership Service for Microsecond Applications. USENIX Annual Technical Conference (2022)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
Byzantine Consensus Is Θ(n²): The Dolev-Reischuk Bound Is Tight Even in Partial Synchrony! DISC (2022)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê Nguyên Hoang, Rafael Pinot, John Stephan
Making Byzantine Decentralized Learning Efficient. CoRR (2022)
Ethan Buchman, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Dragos-Adrian Seredinschi, Josef Widder
Revisiting Tendermint: Design Tradeoffs, Accountability, and Practical Use. DSN (Supplements) (2022)
Rachid Guerraoui, Petr Kuznetsov, Matteo Monti, Matej Pavlovic, Dragos-Adrian Seredinschi
The consensus number of a cryptocurrency. Distributed Comput. 35 (1) (2022)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums. ICML (2022)
Miguel Díaz Montiel, Rachid Guerraoui, Pierre-Louis Roman
SurferMonkey: A Decentralized Anonymous Blockchain Intercommunication System via Zero Knowledge Proofs. CoRR (2022)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Genuinely distributed Byzantine machine learning. Distributed Comput. 35 (4) (2022)
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Adi Serendinschi
Crime and Punishment in Distributed Byzantine Decision Tasks. IACR Cryptol. ePrint Arch. 2022 (2022)
Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira
Byzantine Consensus is Θ(n^2): The Dolev-Reischuk Bound is Tight even in Partial Synchrony! [Extended Version]. CoRR (2022)
Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums. CoRR (2022)
Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang, Oscar Villemaud
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks. CoRR (2022)
Nawfal Abbassi Saber, Rachid Guerraoui, Anne-Marie Kermarrec, Alexandre Maurer
G-Fake: Tell Me How It is Shared and I Shall Tell You If It is Fake. ACIIDS (Companion) (2022)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Lê-Nguyên Hoang, Alexandre Maurer
Removing algorithmic discrimination (with minimal individual error). Theor. Comput. Sci. 923 (2022)
Robert Basmadjian, Karim Boubouh, Amine Boussetta, Rachid Guerraoui, Alexandre Maurer
On the advantages of P2P ML on mobile devices. e-Energy (2022)
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? PODC (2021)
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? CoRR (2021)
Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas P. Parnell
Differentially Private Stochastic Coordinate Descent. AAAI (2021)
Karolos Antoniadis, Antoine Desjardins, Vincent Gramoli, Rachid Guerraoui, Igor Zablotchi
Leaderless Consensus. ICDCS (2021)
Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Dalia Papuc, Athanasios Xygkis, Igor Zablotchi
Frugal Byzantine Computing. CoRR (2021)
Rachid Guerraoui, Antoine Murat, Athanasios Xygkis
Velos: One-sided Paxos for RDMA applications. CoRR (2021)
Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Dalia Papuc, Athanasios Xygkis, Igor Zablotchi
Frugal Byzantine Computing. DISC (2021)
Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy! IACR Cryptol. ePrint Arch. 2021 (2021)
Rachid Guerraoui, Arsany Guirguis, Jérémy Plassmann, Anton Ragot, Sébastien Rouault
GARFIELD: System Support for Byzantine Machine Learning (Regular Paper). DSN (2021)
Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Sebastien Rouault, John Stephan
Combining Differential Privacy and Byzantine Resilience in Distributed SGD. CoRR (2021)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent. ICLR (2021)
Rachid Guerraoui, David Kozhaya, Yvonne-Anne Pignolet
Probabilistic and temporal failure detectors for solving distributed problems. J. Parallel Distributed Comput. 158 (2021)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang
On the Strategyproofness of the Geometric Median. CoRR (2021)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning). NeurIPS (2021)
Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang
Strategyproof Learning: Building Trustworthy User-Generated Datasets. CoRR (2021)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
Garfield: System Support for Byzantine Machine Learning. CoRR (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Genuinely Distributed Byzantine Machine Learning. PODC (2020)
Rachid Guerraoui, Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Smaller, Faster & Lighter KNN Graph Constructions. WWW (2020)
Rachid Guerraoui, Jovan Komatovic, Petr Kuznetsov, Yvonne-Anne Pignolet, Dragos-Adrian Seredinschi, Andrei Tonkikh
Dynamic Byzantine Reliable Broadcast. OPODIS (2020)
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. Middleware (2020)
Daniel Collins, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Athanasios Xygkis, Matej Pavlovic, Petr Kuznetsov, Yvonne-Anne Pignolet, Dragos-Adrian Seredinschi, Andrei Tonkikh
Online Payments by Merely Broadcasting Messages (Extended Version). CoRR (2020)
Georgios Damaskinos, Rachid Guerraoui, Erwan Le Merrer, Christoph Neumann
The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders. NETYS (2020)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Collaborative Learning as an Agreement Problem. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rachid Guerraoui