Zobrazeno 1 - 10
of 6 292
pro vyhledávání: '"Liguori, P."'
Autor:
Gallo, Daniela, Liguori, Angelica, Ritacco, Ettore, Caviglione, Luca, Durante, Fabrizio, Manco, Giuseppe
To achieve accurate and unbiased predictions, Machine Learning (ML) models rely on large, heterogeneous, and high-quality datasets. However, this could raise ethical and legal concerns regarding copyright and authorization aspects, especially when in
Externí odkaz:
http://arxiv.org/abs/2410.05819
This practical experience report explores Neural Machine Translation (NMT) models' capability to generate offensive security code from natural language (NL) descriptions, highlighting the significance of contextual understanding and its impact on mod
Externí odkaz:
http://arxiv.org/abs/2408.02402
Autor:
Baldi, Marco, Fondi, Emanuele, Karagiannis, Dionysios, Moscardini, Lauro, Ravenni, Andrea, Coulton, William R., Jung, Gabriel, Liguori, Michele, Marinucci, Marco, Verde, Licia, Villaescusa-Navarro, Francisco, Wandelt, Banjamin D.
We present the results of a set of cosmological N-body simulations with standard $\Lambda$CDM cosmology but characterized by a scale-dependent primordial non-Gaussianity of the local type featuring a power-law dependence of the $f_{\rm NL}^{\rm loc}(
Externí odkaz:
http://arxiv.org/abs/2407.06641
Autor:
Lovett, Sean, Zgubic, Miha, Liguori, Sofia, Madjiheurem, Sephora, Tomlinson, Hamish, Elster, Sophie, Apps, Chris, Witherspoon, Sims, Piloto, Luis
Solving the AC optimal power flow problem (AC-OPF) is critical to the efficient and safe planning and operation of power grids. Small efficiency improvements in this domain have the potential to lead to billions of dollars of cost savings, and signif
Externí odkaz:
http://arxiv.org/abs/2406.07234
Autor:
Liguori, Vincenzo
This paper discusses a simple and effective method for the summation of long sequences of floating point numbers. The method comprises two phases: an accumulation phase where the mantissas of the floating point numbers are added to accumulators index
Externí odkaz:
http://arxiv.org/abs/2406.05866
Autor:
Grattan, George, Liguori-Schremp, Alek M., Pérez, David. Rodríguez, Graf, Peter, Jones, Wes, Kapit, Eliot
In this work we study the properties of dissipatively stabilized steady states of noisy quantum algorithms, exploring the extent to which they can be well approximated as thermal distributions, and proposing methods to extract the effective temperatu
Externí odkaz:
http://arxiv.org/abs/2406.00911
Autor:
Liguori, Pietro, Marescalco, Christian, Natella, Roberto, Orbinato, Vittorio, Pianese, Luciano
As the Windows OS stands out as one of the most targeted systems, the PowerShell language has become a key tool for malicious actors and cybersecurity professionals (e.g., for penetration testing). This work explores an uncharted domain in AI code ge
Externí odkaz:
http://arxiv.org/abs/2404.12893
Autor:
Liguori, Vincenzo
This paper starts with a simple lossless ~1.5:1 compression algorithm for the weights of the Large Language Model (LLM) Llama2 7B [1] that can be implemented in ~200 LUTs in AMD FPGAs, processing over 800 million bfloat16 numbers per second. This fra
Externí odkaz:
http://arxiv.org/abs/2404.10896
Context: AI code generators are revolutionizing code writing and software development, but their training on large datasets, including potentially untrusted source code, raises security concerns. Furthermore, these generators can produce incomplete c
Externí odkaz:
http://arxiv.org/abs/2404.07548
Autor:
Cotroneo, Domenico, Liguori, Pietro
Traditional software fault injection methods, while foundational, face limitations in adequately representing real-world faults, offering customization, and requiring significant manual effort and expertise. This paper introduces a novel methodology
Externí odkaz:
http://arxiv.org/abs/2404.07491