10.6k citations
- Laboratoire Traitement et Communication de l’InformationFR516 papers
- Centre National de la Recherche ScientifiqueFR357 papers
- ParisTechFR221 papers
- Université Paris-SudFR118 papers
- Institut Polytechnique de ParisFR115 papers
- Université Paris-SaclayFR114 papers
- University of California, BerkeleyUS114 papers
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- Imperial College LondonGB109 papers
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1,044 papers
Estimation with Quantized Parameter Side-Information
Mathis Wetterwald, Ofer Shayevitz, Michèle Wigger
This paper presents upper and lower bounds on the minimax risk of a parameter estimation problem where the estimator not only observes independent and identically distributed obser…
Zero-Knowledge Proofs of Quantumness
Duong Hieu Phan, Weiqiang Wen, Xingyu Yan +1
With the rapid development of quantum computers, proofs of quantumness have recently become an interesting research direction. However, in current schemes for proofs of quantumness…
CutClean: Neural Network Pruning for Privacy-Preserving Inference
Leonardo Magliolo, Vito Paolo Pastore, Giuseppe Valenzise +1
Neural networks are increasingly deployed in high-stakes applications with growing privacy leakage concerns. We show that this privacy leakage can occur even in the absence of repr…
Learning High-Dimensional Parity Functions with Product Networks using Gradient Descent
Guillaume Larue, Louis-Adrien Dufrène, Quentin Lampin +2
Parity functions are fundamental Boolean operations with critical applications across machine learning, cryptography, and error correction. Yet, learning high-dimensional parity fu…
From TinyGo to gc Compiler: Extending Zorya's Concolic Framework to Real-World Go Binaries
Karolina Gorna, Nicolas Iooss, Yannick Seurin +2
Zorya is a concolic execution framework that lifts compiled binaries to Ghidra's P-Code intermediate representation and uses the Z3 SMT solver to detect vulnerabilities by reasonin…
Small Yet Configurable: Unveiling Null Variability in Software
Xhevahire Tërnava, Georges Aaron Randrianaina, Luc Lesoil +1
Many small-scale software systems, that is, with limited codebase or binary size, are widely used in everyday tasks, yet their configurability remains largely unexplored. At the sa…