M. Bernaschi

Most-cited papers

Unleashing the Tiger: Inference Attacks on Split Learning
Dario Pasquini, G. Ateniese, M. Bernaschi
2020Conference on Computer and Communications Security252 citations Open access
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Improving Password Guessing via Representation Learning
Dario Pasquini, Ankit Gangwal, G. Ateniese, M. Bernaschi +1 more
2019IEEE Symposium on Security and Privacy106 citations Open access
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Towards Exascale Lattice Boltzmann computing
S. Succi, G. Amati, M. Bernaschi, G. Falcucci +2 more
2019Computers & Fluids52 citations Open access
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Reducing Bias in Modeling Real-world Password Strength via Deep Learning and Dynamic Dictionaries
Dario Pasquini, Marco Cianfriglia, G. Ateniese, M. Bernaschi
2020USENIX Security Symposium43 citations
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Mesoscopic simulations at the physics-chemistry-biology interface
M. Bernaschi, S. Melchionna, S. Succi
2019Reviews of Modern Physics43 citations Open access
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The in-silico lab-on-a-chip: petascale and high-throughput simulations of microfluidics at cell resolution
D. Rossinelli, Yu-Hang Tang, K. Lykov, D. Alexeev +9 more
2015International Conference for High Performance Computing, Networking, Storage and Analysis40 citations Open access
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GPU Peer-to-Peer Techniques Applied to a Cluster Interconnect
R. Ammendola, M. Bernaschi, A. Biagioni, M. Bisson +10 more
2013IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum40 citations
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High performance implementations of the 2D Ising model on GPUs
J. Romero, M. Bisson, M. Fatica, M. Bernaschi
2019Computer Physics Communications34 citations Open access
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Parallel Distributed Breadth First Search on the Kepler Architecture
M. Bisson, M. Bernaschi, Enrico Mastrostefano
2014IEEE Transactions on Parallel and Distributed Systems34 citations Open access
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Efficient breadth first search on multi-GPU systems
Enrico Mastrostefano, M. Bernaschi
2013J. Parallel Distributed Comput.32 citations
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Direct evidence of plastic events and dynamic heterogeneities in soft-glasses.
R. Benzi, M. Sbragaglia, P. Perlekar, M. Bernaschi +2 more
2014Soft Matter30 citations Open access
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Strong ergodicity breaking in aging of mean-field spin glasses
M. Bernaschi, A. Billoire, A. Maiorano, G. Parisi +1 more
2019Proceedings of the National Academy of Sciences of the United States of America29 citations Open access
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Exploring and Analyzing the Tor Hidden Services Graph
M. Bernaschi, A. Celestini, Stefano Guarino, Flavio Lombardi
2017ACM Transactions on the Web29 citations
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Petaflop hydrokinetic simulations of complex flows on massive GPU clusters
M. Bernaschi, M. Bisson, M. Fatica, S. Melchionna +1 more
2013Computer Physics Communications29 citations
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Interpretable Probabilistic Password Strength Meters via Deep Learning
Dario Pasquini, G. Ateniese, M. Bernaschi
2020European Symposium on Research in Computer Security26 citations Open access
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Spiders like Onions: on the Network of Tor Hidden Services
M. Bernaschi, A. Celestini, Stefano Guarino, Flavio Lombardi +1 more
2019The Web Conference26 citations Open access
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Scalable betweenness centrality on multi-GPU systems
M. Bernaschi, Giancarlo Carbone, Flavio Vella
2016Conf. Computing Frontiers24 citations
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A Factored Sparse Approximate Inverse Preconditioned Conjugate Gradient Solver on Graphics Processing Units
M. Bernaschi, M. Bisson, C. Fantozzi, C. Janna
2016SIAM Journal on Scientific Computing20 citations Open access
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Fluidization and wall slip of soft glassy materials by controlled surface roughness.
Ladislav Derzsi, Daniele Filippi, G. Mistura, M. Pierno +4 more
2016Physical Review E20 citations Open access
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AMG based on compatible weighted matching for GPUs
M. Bernaschi, P. D'Ambra, Dario Pasquini
2018Parallel Computing19 citations Open access
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A Dynamic Pattern Factored Sparse Approximate Inverse Preconditioner on Graphics Processing Units
M. Bernaschi, M. Carrozzo, A. Franceschini, C. Janna
2019SIAM Journal on Scientific Computing18 citations
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Multi-Kepler GPU vs. multi-Intel MIC for spin systems simulations
M. Bernaschi, M. Bisson, F. Salvadore
2014Computer Physics Communications18 citations
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Benchmarking of communication techniques for GPUs
M. Bernaschi, M. Bisson, D. Rossetti
2013J. Parallel Distributed Comput.18 citations
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LBsoft: A parallel open-source software for simulation of colloidal systems
F. Bonaccorso, A. Montessori, A. Tiribocchi, G. Amati +3 more
2020Computer Physics Communications17 citations Open access
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Highly optimized simulations on single- and multi-GPU systems of the 3D Ising spin glass model
M. Lulli, M. Bernaschi, G. Parisi
2014Computer Physics Communications17 citations Open access
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Internal dynamics and activated processes in soft-glassy materials.
R. Benzi, M. Sbragaglia, A. Scagliarini, P. Perlekar +3 more
2014Soft Matter17 citations Open access
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Multi-GPU codes for spin systems simulations
M. Bernaschi, M. Fatica, G. Parisi, L. Parisi
2012Computer Physics Communications17 citations
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UvA-DARE ( Digital Academic Repository ) HIV reservoirs and immune surveillance evasion cause the failure of structured treatment interruptions : a computational study
E. Mancini, F. Castiglione, M. Bernaschi, A. De Luca +1 more
201217 citations
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LBcuda: A high-performance CUDA port of LBsoft for simulation of colloidal systems
F. Bonaccorso, M. Lauricella, A. Montessori, G. Amati +4 more
2021Computer Physics Communications16 citations Open access
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Cooperativity flows and shear-bandings: a statistical field theory approach.
R. Benzi, M. Sbragaglia, M. Bernaschi, S. Succi +1 more
2015Soft Matter16 citations Open access
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The Onset of Type 2 Diabetes: Proposal for a Multi-Scale Model
F. Castiglione, P. Tieri, A. D. de Graaf, C. Franceschi +18 more
2013JMIR Research Protocols15 citations Open access
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Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, R. Ammendola +52 more
2022Microprocessors and microsystems14 citations Open access
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Adversarial Out-domain Examples for Generative Models
Dario Pasquini, Marco Mingione, M. Bernaschi
20192019 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)14 citations Open access
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A GPU-accelerated adaptive FSAI preconditioner for massively parallel simulations
G. Isotton, C. Janna, M. Bernaschi
2020The international journal of high performance computing applications13 citations Open access
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Inferring Urban Social Networks from Publicly Available Data
Stefano Guarino, Enrico Mastrostefano, M. Bernaschi, A. Celestini +3 more
2020Future Internet13 citations Open access
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GPU based detection of topological changes in Voronoi diagrams
M. Bernaschi, M. Lulli, M. Sbragaglia
2016Computer Physics Communications13 citations Open access
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Lightweight lattice Boltzmann.
A. Tiribocchi, A. Montessori, G. Amati, M. Bernaschi +4 more
2023Journal of Chemical Physics12 citations Open access
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Forensic analysis of Microsoft Skype for Business
Marco Nicoletti, M. Bernaschi
2019Digital Investigation. The International Journal of Digital Forensics and Incident Response12 citations
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Solutions to the st-connectivity problem using a GPU-based distributed BFS
M. Bernaschi, Giancarlo Carbone, Enrico Mastrostefano, Flavio Vella
2015J. Parallel Distributed Comput.12 citations
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Risk assessment of atherosclerotic plaques based on global biomechanics.
S. Melchionna, G. Amati, M. Bernaschi, M. Bisson +3 more
2013Medical Engineering and Physics12 citations
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20 Petaflops simulation of proteins suspensions in crowding conditions
M. Bernaschi, M. Bisson, M. Fatica, S. Melchionna
20132013 SC - International Conference for High Performance Computing, Networking, Storage and Analysis (SC)12 citations
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TLBfind: a Thermal Lattice Boltzmann code for concentrated emulsions with FINite-size Droplets
F. Pelusi, M. Lulli, M. Sbragaglia, M. Bernaschi
2021Computer Physics Communications11 citations Open access
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Exploiting Multi-Level Parallelism for Stitching Very Large Microscopy Images
A. Bria, M. Bernaschi, M. Guarrasi, G. Iannello
2019Front. Neuroinform.11 citations Open access
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Enhanced GPU-based distributed breadth first search
M. Bernaschi, Giancarlo Carbone, Enrico Mastrostefano, M. Bisson +1 more
2015Conf. Computing Frontiers11 citations
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An introduction to multi-GPU programming for physicists
M. Bernaschi, M. Bisson, M. Fatica, Everett H. Phillips
2012The European Physical Journal Special Topics11 citations
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Breadth First Search on APEnet+
M. Bernaschi, M. Bisson, Enrico Mastrostefano, D. Rossetti
20122012 SC Companion: High Performance Computing, Networking Storage and Analysis11 citations
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On the impact of controlled wall roughness shape on the flow of a soft material
F. Pelusi, M. Sbragaglia, A. Scagliarini, M. Lulli +2 more
2019Europhysics letters10 citations Open access
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Multilevel Parallelism for the Exploration of Large-Scale Graphs
M. Bernaschi, M. Bisson, Enrico Mastrostefano, Flavio Vella
2018IEEE Transactions on Multi-Scale Computing Systems10 citations Open access
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Dynamic Merging of Frontiers for Accelerating the Evaluation of Betweenness Centrality
Flavio Vella, M. Bernaschi, Giancarlo Carbone
2016ACM Journal of Experimental Algorithmics10 citations Open access
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Parallel Implementation of GC-Based MPC Protocols in the Semi-Honest Setting
M. Barni, M. Bernaschi, R. Lazzeretti, Tommaso Pignata +1 more
2013DPM/SETOP10 citations Open access
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