no code implementations • 17 Apr 2024 • Md Athikul Islam, Edoardo Serra, Sushil Jajodia
Adversarial attacks pose significant challenges to deep neural networks (DNNs) such as Transformer models in natural language processing (NLP).
no code implementations • 8 Nov 2021 • Janet Layne, Edoardo Serra
Many unsupervised node representation learning algorithms are incapable of scaling to large graphs, and are unable to generate node representations for unseen nodes.
1 code implementation • 23 Feb 2021 • Siddhartha Shankar Das, Edoardo Serra, Mahantesh Halappanavar, Alex Pothen, Ehab Al-Shaer
Weaknesses in computer systems such as faults, bugs and errors in the architecture, design or implementation of software provide vulnerabilities that can be exploited by attackers to compromise the security of a system.
Ranked #1 on General Classification on CVE to CWE mapping