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ORCIDRachid Guerraoui
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- affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland
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2020 – today
- 2024
[b4]Rachid Guerraoui, Nirupam Gupta, Rafael Pinot:
Robust Machine Learning - Distributed Methods for Safe AI. Springer 2024, ISBN 978-981-97-0687-7, pp. 1-154- [j121]Rachid Guerraoui
, Nirupam Gupta, Rafael Pinot:
Byzantine Machine Learning: A Primer. ACM Comput. Surv. 56(7): 169:1-169:39 (2024) - [j120]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! Distributed Comput. 37(2): 89-119 (2024) - [c338]Youssef Allouah, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud:
Robust Sparse Voting. AISTATS 2024: 991-999 - [c337]Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych:
Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates. ICML 2024 - [c336]Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui:
The Privacy Power of Correlated Noise in Decentralized Learning. ICML 2024 - [c335]Martina Camaioni, Rachid Guerraoui, Matteo Monti, Pierre-Louis Roman, Manuel Vidigueira, Gauthier Voron:
Chop Chop: Byzantine Atomic Broadcast to the Network Limit. OSDI 2024: 269-287 - [c334]Marcos K. Aguilera, Clément Burgelin, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi:
DSig: Breaking the Barrier of Signatures in Data Centers. OSDI 2024: 667-685 - [c333]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot:
Brief Announcement: A Case for Byzantine Machine Learning. PODC 2024: 131-134 - [c332]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: 145-156 - [c331]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Anton Paramonov, Manuel Vidigueira:
All Byzantine Agreement Problems Are Expensive. PODC 2024: 157-169 - [i90]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 abs/2402.10059 (2024) - [i89]Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych:
Tackling Byzantine Clients in Federated Learning. CoRR abs/2402.12780 (2024) - [i88]Pierre Civit, Muhammad Ayaz Dzulfikar, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira, Igor Zablotchi:
Error-Free Near-Optimal Validated Agreement. CoRR abs/2403.08374 (2024) - [i87]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot:
On the Relevance of Byzantine Robust Optimization Against Data Poisoning. CoRR abs/2405.00491 (2024) - [i86]Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui:
The Privacy Power of Correlated Noise in Decentralized Learning. CoRR abs/2405.01031 (2024) - [i85]Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan:
Boosting Robustness by Clipping Gradients in Distributed Learning. CoRR abs/2405.14432 (2024) - [i84]Rachid Guerraoui, Rafael Pinot, Geovani Rizk, John Stephan, François Taïani:
Overcoming the Challenges of Batch Normalization in Federated Learning. CoRR abs/2405.14670 (2024) - [i83]Marcos K. Aguilera, Clément Burgelin, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi:
DSig: Breaking the Barrier of Signatures in Data Centers. CoRR abs/2406.07215 (2024) - [i82]Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Marijn de Vos:
PeerSwap: A Peer-Sampler with Randomness Guarantees. CoRR abs/2408.03829 (2024) - [i81]Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Alexandre Schöpfer, Andrej Janchevski, Anja Tiede, Clarence Linden, Emanuele Troiani, Francesco Salvi, Freya Behrens, Giacomo Orsi, Giovanni Piccioli, Hadrien Sevel, Louis Coulon, Manuela Pineros-Rodriguez, Marin Bonnassies, Pierre Hellich, Puck van Gerwen, Sankalp Gambhir, Solal Pirelli, Thomas Blanchard, Timothée Callens, Toni Abi Aoun, Yannick Calvino Alonso, Yuri Cho, Alberto Silvio Chiappa, Antonio Sclocchi, Étienne Bruno, Florian Hofhammer, Gabriel Pescia, Geovani Rizk, Leello Dadi, Lucas Stoffl, Manoel Horta Ribeiro, Matthieu Bovel, Yueyang Pan, Aleksandra Radenovic, Alexandre Alahi, Alexander Mathis, Anne-Florence Bitbol, Boi Faltings, Cécile Hébert, Devis Tuia, François Maréchal, George Candea, Giuseppe Carleo, Jean-Cédric Chappelier, Nicolas Flammarion, Jean-Marie Fürbringer, Jean-Philippe Pellet, Karl Aberer, Lenka Zdeborová, Marcel Salathé, Martin Jaggi, Martin Rajman, Mathias Payer, Matthieu Wyart, Michael Gastpar, Michele Ceriotti, Ola Svensson, Olivier Lévêque, Paolo Ienne, Rachid Guerraoui, Robert West, Sanidhya Kashyap, Valerio Piazza, Viesturs Simanis, Viktor Kuncak, Volkan Cevher, Philippe Schwaller, Sacha Friedli, Patrick Jermann, Tanja Käser, Antoine Bosselut:
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants. CoRR abs/2408.11841 (2024) - [i80]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: 403 (2024) - 2023
- [j119]Karolos Antoniadis, Julien Benhaim, Antoine Desjardins, Elias Poroma, Vincent Gramoli, Rachid Guerraoui, Gauthier Voron, Igor Zablotchi:
Leaderless consensus. J. Parallel Distributed Comput. 176: 95-113 (2023) - [j118]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: 104743 (2023) - [j117]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): 11461-11475 (2023) - [c330]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: 1232-1300 - [c329]El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang:
On the Strategyproofness of the Geometric Median. AISTATS 2023: 2603-2640 - [c328]Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi:
uBFT: Microsecond-Scale BFT using Disaggregated Memory. ASPLOS (2) 2023: 862-877 - [c327]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: 524-529 - [c326]Vincent Gramoli, Rachid Guerraoui, Andrei Lebedev, Chris Natoli, Gauthier Voron:
Diablo: A Benchmark Suite for Blockchains. EuroSys 2023: 540-556 - [c325]Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic:
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. GECCO Companion 2023: 295-298 - [c324]Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan:
On the Privacy-Robustness-Utility Trilemma in Distributed Learning. ICML 2023: 569-626 - [c323]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan:
Robust Collaborative Learning with Linear Gradient Overhead. ICML 2023: 9761-9813 - [c322]Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk:
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. NeurIPS 2023 - [c321]Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma:
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. NeurIPS 2023 - [c320]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira:
On the Validity of Consensus. PODC 2023: 332-343 - [c319]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira:
Every Bit Counts in Consensus. DISC 2023: 13:1-13:26 - [c318]Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot, Sasha Voitovych:
On the Inherent Anonymity of Gossiping. DISC 2023: 24:1-24:19 - [i79]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira:
On the Validity of Consensus. CoRR abs/2301.04920 (2023) - [i78]Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan:
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. CoRR abs/2302.01772 (2023) - [i77]Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan:
Distributed Learning with Curious and Adversarial Machines. CoRR abs/2302.04787 (2023) - [i76]Martina Camaioni, Rachid Guerraoui, Matteo Monti, Pierre-Louis Roman, Manuel Vidigueira, Gauthier Voron:
Chop Chop: Byzantine Atomic Broadcast to the Network Limit. CoRR abs/2304.07081 (2023) - [i75]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 abs/2304.08968 (2023) - [i74]Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic:
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. CoRR abs/2304.13540 (2023) - [i73]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira:
Every Bit Counts in Consensus. CoRR abs/2306.00431 (2023) - [i72]Andrei Kucharavy, Rachid Guerraoui, Ljiljana Dolamic:
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning. CoRR abs/2306.09991 (2023) - [i71]Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Sasha Voitovych:
On the Inherent Anonymity of Gossiping. CoRR abs/2308.02477 (2023) - [i70]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Manuel Vidigueira:
Strong Byzantine Agreement with Adaptive Word Complexity. CoRR abs/2308.03524 (2023) - [i69]Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber:
Practical Homomorphic Aggregation for Byzantine ML. CoRR abs/2309.05395 (2023) - [i68]Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Geovani Rizk:
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. CoRR abs/2309.13591 (2023) - [i67]Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma:
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. CoRR abs/2310.01972 (2023) - [i66]Pierre Civit, Seth Gilbert, Rachid Guerraoui, Jovan Komatovic, Anton Paramonov, Manuel Vidigueira:
All Byzantine Agreement Problems are Expensive. CoRR abs/2311.08060 (2023) - [i65]Youssef Allouah, Rachid Guerraoui, John Stephan:
Can Machines Learn Robustly, Privately, and Efficiently? CoRR abs/2312.14712 (2023) - 2022
- [j116]Rachid Guerraoui, Petr Kuznetsov, Matteo Monti, Matej Pavlovic, Dragos-Adrian Seredinschi:
The consensus number of a cryptocurrency. Distributed Comput. 35(1): 1-15 (2022) - [j115]Rachid Guerraoui, Petr Kuznetsov, Matteo Monti, Matej Pavlovic, Dragos-Adrian Seredinschi:
Correction to: The consensus number of a cryptocurrency. Distributed Comput. 35(1): 17 (2022) - [j114]El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault:
Genuinely distributed Byzantine machine learning. Distributed Comput. 35(4): 305-331 (2022) - [j113]El-Mahdi El-Mhamdi, Rachid Guerraoui, Lê-Nguyên Hoang, Alexandre Maurer:
Removing algorithmic discrimination (with minimal individual error). Theor. Comput. Sci. 923: 47-55 (2022) - [j112]Rachid Guerraoui, Alexandre Maurer:
Byzantine-Resilient Multi-Agent System. IEEE Trans. Dependable Secur. Comput. 19(6): 4032-4038 (2022) - [j111]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): 79:1-79:30 (2022) - [c317]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: 1-13 - [c316]Ethan Buchman, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Dragos-Adrian Seredinschi, Josef Widder:
Revisiting Tendermint: Design Tradeoffs, Accountability, and Practical Use. DSN (Supplements) 2022: 11-14 - [c315]Robert Basmadjian, Karim Boubouh, Amine Boussetta, Rachid Guerraoui, Alexandre Maurer:
On the advantages of P2P ML on mobile devices. e-Energy 2022: 338-353 - [c314]Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Adi Seredinschi:
Crime and Punishment in Distributed Byzantine Decision Tasks. ICDCS 2022: 34-44 - [c313]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan:
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums. ICML 2022: 6246-6283 - [c312]Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang, Oscar Villemaud:
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks. ICML 2022: 6284-6323 - [c311]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: 560-570 - [c310]Anastasiia Gorbunova, Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot:
The Universal Gossip Fighter. IPDPS 2022: 1162-1172 - [c309]Rachid Guerraoui, Antoine Murat, Javier Picorel, Athanasios Xygkis, Huabing Yan, Pengfei Zuo:
uKharon: A Membership Service for Microsecond Applications. USENIX ATC 2022: 101-120 - [c308]Martina Camaioni, Rachid Guerraoui, Matteo Monti, Manuel Vidigueira:
Oracular Byzantine Reliable Broadcast. DISC 2022: 13:1-13:19 - [c307]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: 14:1-14:21 - [i64]Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud:
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks. CoRR abs/2202.08578 (2022) - [i63]Youssef Allouah, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud:
Robust Sparse Voting. CoRR abs/2202.08656 (2022) - [i62]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan:
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums. CoRR abs/2205.12173 (2022) - [i61]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 abs/2208.09262 (2022) - [i60]Martina Camaioni, Rachid Guerraoui, Jovan Komatovic, Matteo Monti, Manuel Vidigueira:
Carbon: An Asynchronous Voting-Based Payment System for a Client-Server Architecture. CoRR abs/2209.09580 (2022) - [i59]Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê Nguyên Hoang, Rafael Pinot, John Stephan:
Making Byzantine Decentralized Learning Efficient. CoRR abs/2209.10931 (2022) - [i58]Martina Camaioni, Rachid Guerraoui, Matteo Monti, Manuel Vidigueira:
Oracular Byzantine Reliable Broadcast [Extended Version]. CoRR abs/2209.13304 (2022) - [i57]El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan:
On the Impossible Safety of Large AI Models. CoRR abs/2209.15259 (2022) - [i56]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 abs/2210.08650 (2022) - [i55]Miguel Díaz Montiel, Rachid Guerraoui, Pierre-Louis Roman:
SurferMonkey: A Decentralized Anonymous Blockchain Intercommunication System via Zero Knowledge Proofs. CoRR abs/2210.13242 (2022) - [i54]Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Antoine Murat, Athanasios Xygkis, Igor Zablotchi:
uBFT: Microsecond-scale BFT using Disaggregated Memory. CoRR abs/2210.17174 (2022) - [i53]Pierre Civit, Seth Gilbert, Vincent Gramoli, Rachid Guerraoui, Jovan Komatovic, Zarko Milosevic, Adi Seredinschi:
Crime and Punishment in Distributed Byzantine Decision Tasks. IACR Cryptol. ePrint Arch. 2022: 121 (2022) - 2021
- [j110]Rachid Guerraoui, David Kozhaya, Yvonne-Anne Pignolet:
Probabilistic and temporal failure detectors for solving distributed problems. J. Parallel Distributed Comput. 158: 1-15 (2021) - [c306]Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas P. Parnell:
Differentially Private Stochastic Coordinate Descent. AAAI 2021: 7176-7184 - [c305]Rachid Guerraoui, Arsany Guirguis, Jérémy Plassmann, Anton Ragot, Sébastien Rouault:
GARFIELD: System Support for Byzantine Machine Learning (Regular Paper). DSN 2021: 39-51 - [c304]Karolos Antoniadis, Antoine Desjardins, Vincent Gramoli, Rachid Guerraoui, Igor Zablotchi:
Leaderless Consensus. ICDCS 2021: 392-402 - [c303]El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault:
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent. ICLR 2021 - [c302]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: 25044-25057 - [c301]Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan:
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? PODC 2021: 391-401 - [c300]Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Dalia Papuc, Athanasios Xygkis, Igor Zablotchi:
Frugal Byzantine Computing. DISC 2021: 3:1-3:19 - [i52]Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan:
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? CoRR abs/2102.08166 (2021) - [i51]El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang:
On the Strategyproofness of the Geometric Median. CoRR abs/2106.02394 (2021) - [i50]Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang:
Strategyproof Learning: Building Trustworthy User-Generated Datasets. CoRR abs/2106.02398 (2021) - [i49]Rachid Guerraoui, Antoine Murat, Athanasios Xygkis:
Velos: One-sided Paxos for RDMA applications. CoRR abs/2106.08676 (2021) - [i48]Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Dalia Papuc, Athanasios Xygkis, Igor Zablotchi:
Frugal Byzantine Computing. CoRR abs/2108.01330 (2021) - [i47]Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Sébastien Rouault, John Stephan:
Combining Differential Privacy and Byzantine Resilience in Distributed SGD. CoRR abs/2110.03991 (2021) - [i46]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: 1169 (2021) - 2020
- [j109]Rachid Guerraoui, Alexandre Maurer:
The Cost of Scaling a Reliable Interconnection Topology. IEEE Trans. Dependable Secur. Comput. 17(5): 1039-1050 (2020) - [c299]Daniel Collins, Rachid Guerraoui, Jovan Komatovic, Petr Kuznetsov, Matteo Monti, Matej Pavlovic, Yvonne-Anne Pignolet, Dragos-Adrian Seredinschi, Andrei Tonkikh, Athanasios Xygkis:
Online Payments by Merely Broadcasting Messages. DSN 2020: 26-38 - [c298]Karolos Antoniadis, Rachid Guerraoui, Vasileios Trigonakis:
Thread-Placement Learning. ICDCS 2020: 877-887 - [c297]Karolos Antoniadis, Diego Didona, Rachid Guerraoui, Willy Zwaenepoel:
The Impossibility of Fast Transactions. IPDPS 2020: 1143-1154 - [c296]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: 163-177 - [c295]Rachid Guerraoui, Arsany Guirguis, Anne-Marie Kermarrec, Erwan Le Merrer:
FeGAN: Scaling Distributed GANs. Middleware 2020: 193-206 - [c294]Georgios Damaskinos, Rachid Guerraoui, Erwan Le Merrer, Christoph Neumann:
The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders. NETYS 2020: 170-182 - [c293]Amine Boussetta, El-Mahdi El-Mhamdi, Rachid Guerraoui, Alexandre Maurer, Sébastien Rouault:
AKSEL: Fast Byzantine SGD. OPODIS 2020: 8:1-8:16 - [c292]Rachid Guerraoui, Jovan Komatovic, Petr Kuznetsov, Yvonne-Anne Pignolet, Dragos-Adrian Seredinschi, Andrei Tonkikh:
Dynamic Byzantine Reliable Broadcast. OPODIS 2020: 23:1-23:18 - [c291]Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui, Virendra J. Marathe, Athanasios Xygkis, Igor Zablotchi:
Microsecond Consensus for Microsecond Applications. OSDI 2020: 599-616 - [c290]El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault:
Genuinely Distributed Byzantine Machine Learning. PODC 2020: 355-364 - [c289]El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault:
Fast and Robust Distributed Learning in High Dimension. SRDS 2020: 71-80 - [c288]Karim Boubouh, Amine Boussetta, Yahya Benkaouz, Rachid Guerraoui:
Robust P2P Personalized Learning. SRDS 2020: 299-308 - [c287]Rachid Guerraoui, Alex Kogan, Virendra J. Marathe, Igor Zablotchi:
Efficient Multi-Word Compare and Swap. DISC 2020: 4:1-4:19 - [c286]Aurélien Bellet, Rachid Guerraoui, Hadrien Hendrikx:
Who Sta