Search Results for author: Edoardo Serra

Found 3 papers, 1 papers with code

GenFighter: A Generative and Evolutive Textual Attack Removal

no code implementations17 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).

Adversarial Robustness Transfer Learning

Inferential SIR-GN: Scalable Graph Representation Learning

no code implementations8 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.

Graph Classification Graph Representation Learning

V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities

1 code implementation23 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.

General Classification Link Prediction +1

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