Rachid Guerraoui - Publications 2024

Towards Practical Homomorphic Aggregation in Byzantine-Resilient Distributed Learning

A. Choffrut; R. Guerraoui; R. Pinot; R. Sirdey; J. Stephan et al.

2024. 25 ACM International Middleware Conference, Hong Kong, Hong Kong, 2024-12-02 - 2024-12-06. p. 431 - 444. DOI : 10.1145/3652892.3700783.

Detailed record

View at publisher

Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores

D. Petrescu; A. Guirguis; D. L. Quoc; J. Picorel; R. Guerraoui et al.

2024. 15th ACM Symposium on Cloud Computing, Redmond, WA, USA, 2024-11-20 - 2024-11-22. p. 995 - 1011. DOI : 10.1145/3698038.3698549.

Detailed record

View at publisher

Revisiting Ensembling in One-Shot Federated Learning

Y. Allouah; A. B. Dhasade; R. Guerraoui; N. Gupta; A.-M. Kermarrec et al.

2024. 38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 - 2024-12-15.

Detailed record

SWARM: Replicating Shared Disaggregated-Memory Data in No Time

A. Murat; C. L. A. Burgelin; A. Xygkis; M. I. Zablotchi; M. K. Aguilera et al.

2024. SOSP '24 ACM SIGOPS 30th Symposium on Operating Systems Principles, Austin, Texas, USA, 2024-11-04 - 2024-11-06. p. 24 - 45. DOI : 10.1145/3694715.3695945.

Detailed record

View at publisher

Efficient Signature-Free Validated Agreement

P. Civit; M. A. Dzulfikar; S. Gilbert; R. Guerraoui; J. Komatovic et al.

2024. 38 International Symposium on Distributed Computing, Madrid, Spain, 2024-10-28 - 2024-11-01. DOI : 10.4230/LIPIcs.DISC.2024.14.

Detailed record

View at publisher

PeerSwap: A Peer-Sampler with Randomness Guarantees

R. Guerraoui; A.-M. Kermarrec; A. Kucherenko; R. Pinot; M. de Vos

2024. The 43rd International Symposium on Reliable Distributed Systems, Charlotte, USA, 2024-09-30 - 2024-10-03.

Detailed record

DSig: Breaking the Barrier of Signatures in Data Centers

M. Aguilera; C. L. A. Burgelin; R. Guerraoui; A. Murat; A. Xygkis et al.

2024. OSDI '24 - 18th USENIX Symposium on Operating Systems Design and Implementation, Santa Clara, California, USA, 2024-07-10 - 2024-07-12.

Detailed record

Chop Chop: Byzantine Atomic Broadcast to the Network Limit

M. Camaioni; R. Guerraoui; M. Monti; P.-L. Roman; M. J. Ribeiro Vidigueira et al.

2024. 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI'24), Santa Clara, CA, 2024-07-10 - 2024-07-12.

Detailed record

DARE to Agree: Byzantine Agreement With Optimal Resilience and Adaptive Communication

P. P. Civit; M. A. Dzulfikar; S. Gilbert; R. Guerraoui; J. Komatovic et al.

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. p. 145 - 156. DOI : 10.1145/3662158.3662792.

Detailed record

View at publisher

All Byzantine Agreement Problems Are Expensive

P. P. Civit; S. Gilbert; R. Guerraoui; J. Komatovic; A. Paramonov et al.

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. p. 157 - 169. DOI : 10.1145/3662158.3662780.

Detailed record

View at publisher

Brief Announcement: A Case for Byzantine Machine Learning

S. Farhadkhani; R. Guerraoui; N. Gupta; R. Pinot

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. DOI : 10.1145/3662158.3662802.

Detailed record

View at publisher

The Privacy Power of Correlated Noise in Decentralized Learning

Y. Allouah; A. Koloskova; A. El Firdoussi; M. Jaggi; R. Guerraoui

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024. DOI : 10.48550/arXiv.2405.01031.

Detailed record

View at publisher

Robust Sparse Voting

Y. Allouah; R. Guerraoui; L. N. Hoang; O. Villemaud

2024. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, 2024.

Detailed record

Adversarial Evasion on LLMs

R. Guerraoui; R. Pinot

Large Language Models in Cybersecurity: Threats, Exposure and Mitigation; Springer Nature, 2024. p. 181 - 188.

Detailed record

View at publisher

Carbon: Scaling Trusted Payments with Untrusted Machines

M. Camaioni; R. Guerraoui; J. Komatovic; M. Monti; P. L. Roman et al.

IEEE Transactions on Dependable and Secure Computing. 2024. DOI : 10.1109/TDSC.2024.3428617.

Detailed record

View at publisher

Robust and Private Federated Learning on LLMs

R. Guerraoui; N. Gupta

Large Language Models in Cybersecurity: Threats, Exposure and Mitigation; Chams (Switzerland): Springer Nature, 2024. p. 189 - 196.

Detailed record

View at publisher

Robust Machine Learning - Distributed Methods for Safe AI

R. Guerraoui; N. Gupta; R. Pinot

Singapore: Springer.

Detailed record

View at publisher