Rachid Guerraoui

ScholarGPS® ID: 20924630654044

Affiliation
École polytechnique fédérale de Lausanne, Écublens, Switzerland
Affiliation History

Field
Engineering and Computer Science
Discipline
Computer Science
Top Specialties
Distributed Computing | Programming Language | Object-oriented Programming | Fault Tolerance | Parallel Computing | Computer Architecture | Privacy | Shared Memory | Concurrency (computer Science) | Peer-to-peer | Collaborative Filtering | Model Checking | Social Network | Software Engineering | Embedded System
Metrics Summary
Publication Count
460
Predicted Citations
18,207
Predicted h-index
60
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Byzantine Machine Learning: A Primer (journal article)
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
ACM Computing Surveys, volume 56, issue 7, pages 1-39 (2024).
10.1145/3616537
Cited by (3) | Cite | Source
DARE to Agree: Byzantine Agreement With Optimal Resilience and Adaptive Communication (conference)
Civit, Pierre | Dzulfikar, Muhammad Ayaz | Gilbert, Seth | Guerraoui, Rachid | Komatovic, Jovan | Vidigueira, Manuel
PODC '24: 43rd ACM Symposium on Principles of Distributed Computing (2024)
Nantes France
10.1145/3662158.3662792
Cite | Source
All Byzantine Agreement Problems Are Expensive (conference)
Civit, Pierre | Gilbert, Seth | Guerraoui, Rachid | Komatovic, Jovan | Paramonov, Anton | Vidigueira, Manuel
PODC '24: 43rd ACM Symposium on Principles of Distributed Computing (2024)
Nantes France
10.1145/3662158.3662780
Cite | Source
Byzantine consensus is $$\Theta (n^2)$$: the Dolev-Reischuk bound is tight even in partial synchrony! (journal article)
Civit, Pierre | Dzulfikar, Muhammad Ayaz | Gilbert, Seth | Gramoli, Vincent | Guerraoui, Rachid | Komatovic, Jovan | Vidigueira, Manuel
Distributed Computing, volume 37, issue 2, pages 89-119 (2024).
10.1007/s00446-023-00458-w
Cited by (1) | Cite | Source
Context and Motivation (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_1
Cite | Source
Adversarial Evasion on LLMs (book chapter)
In Large Language Models in Cybersecurity
Guerraoui, Rachid | Pinot, Rafael
Springer Nature Switzerland (2024)
10.1007/978-3-031-54827-7_20
Cite | Source
Robust and Private Federated Learning on LLMs (book chapter)
In Large Language Models in Cybersecurity
Guerraoui, Rachid | Gupta, Nirupam
Springer Nature Switzerland (2024)
10.1007/978-3-031-54827-7_21
Cite | Source
Optimal Robustness (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_5
Cite | Source
Practical Robustness (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_6
Cite | Source
Federated Machine Learning (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_3
Cite | Source
Fundamentals of Robust Machine Learning (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_4
Cite | Source
Basics of Machine Learning (book chapter)
In Robust Machine Learning
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4_2
Cite | Source
Robust Machine Learning (book)
Guerraoui, Rachid | Gupta, Nirupam | Pinot, Rafael
Springer Nature Singapore (2024)
10.1007/978-981-97-0688-4
Cite | Source
GoldFinger: Fast & Approximate Jaccard for Efficient KNN Graph Constructions (journal article)
Guerraoui, Rachid | Kermarrec, Anne-Marie | Niot, Guilhem | Ruas, Olivier | Taïani, François
IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 11, pages 11461-11475 (2023).
10.1109/TKDE.2022.3232689
Cite | Source
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy! (journal article)
Civit, Pierre | Gilbert, Seth | Gramoli, Vincent | Guerraoui, Rachid | Komatovic, Jovan
Journal of Parallel and Distributed Computing, volume 181 (2023).
10.1016/j.jpdc.2023.104743
Cite | Source
Efficacy of temporal and spatial abstraction for training accurate machine learning models: A case study in smart thermostats (journal article)
Boubouh, Karim | Basmadjian, Robert | Ardakanian, Omid | Maurer, Alexandre | Guerraoui, Rachid
Energy and Buildings, volume 296 (2023).
10.1016/j.enbuild.2023.113377
Cite | Source
PePTM: An Efficient and Accurate Personalized P2P Learning Algorithm for Home Thermal Modeling (journal article)
Boubouh, Karim | Basmadjian, Robert | Ardakanian, Omid | Maurer, Alexandre | Guerraoui, Rachid
Energies, volume 16, issue 18, pages 6594- (2023).
10.3390/en16186594
Cite | Source
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search (conference)
Kucharavy, Andrei | Monti, Matteo | Guerraoui, Rachid | Dolamic, Ljiljana
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation (2023)
Lisbon Portugal
10.1145/3583133.3590719
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Efficient and Accurate Peer-to-Peer Training of Machine Learning Based Home Thermal Models (conference)
Boubouh, Karim | Basmadjian, Robert | Ardakanian, Omid | Maurer, Alexandre | Guerraoui, Rachid
e-Energy '23: The 14th ACM International Conference on Future Energy Systems (2023)
Orlando FL USA
10.1145/3575813.3597453
Cited by (1) | Cite | Source
On the Validity of Consensus (conference)
Civit, Pierre | Gilbert, Seth | Guerraoui, Rachid | Komatovic, Jovan | Vidigueira, Manuel
PODC '23: 2023 ACM Symposium on Principles of Distributed Computing (2023)
Orlando FL USA
10.1145/3583668.3594567
Cited by (2) | Cite | Source