activity
20162025
most citedMultidomain transformer-based deep learning for early detection of network intrusion

11 citations · 24 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CR2025

Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection

Leonardo Henrique de Melo, Gustavo de Carvalho Bertoli, Michele Nogueira +2

Distributed denial-of-service (DDoS) attacks remain a critical threat to Internet services, causing costly disruptions. While machine learning (ML) has shown promise in DDoS detect…

cs.CR2023★ 11 cited

Multidomain transformer-based deep learning for early detection of network intrusion

Jinxin Liu, Murat Simsek, Michele Nogueira +1

Timely response of Network Intrusion Detection Systems (NIDS) is constrained by the flow generation process which requires accumulation of network packets. This paper introduces Mu…

cs.SI2021

An Access Control for IoT Based on Network Community Perception and Social Trust Against Sybil Attacks

Gustavo Oliveira, Agnaldo de Souza Batista, Michele Nogueira +1

The evolution of the Internet of Things (IoT) has increased the connection of personal devices, mainly taking into account the habits and behavior of their owners. These environmen…

cs.NI2021★ 3 cited

Relational Consensus-Based Cooperative Task Allocation Management for IIoT-Health Networks

Carlos Pedroso, Yan Uehara de Moraes, Michele Nogueira +1

IIoT services focused on industry-oriented services often require objects run more than one task. IIoT objects poses the challenge of distributing and managing task allocation amon…

cs.CY2020

E-Health Sensitive Data Dissemination Exploiting Trust and Mobility of Users

Agnaldo Batista, Michele Nogueira, Aldri Santos

E-health services handle a massive amount of sensitive data, requiring reliability and privacy. The advent of new technologies drives e-health services into their continuous provis…

cs.NI2017★ 2 cited

Can MPTCP Secure Internet Communications from Man-in-the-Middle Attacks?

Ho-Dac-Duy Nguyen, Chi-Dung Phung, Stefano Secci +2

-Multipath communications at the Internet scale have been a myth for a long time, with no actual protocol being deployed so that multiple paths could be taken by a same connection…

cs.NI2016★ 2 cited

Anticipating Moves to Prevent Botnet Generated DDoS Flooding Attacks

Michele Nogueira

Volumetric Distributed Denial of Service (DDoS) attacks have been a recurrent issue on the Internet. These attacks generate a flooding of fake network traffic to interfere with tar…

cs.NI2016★ 3 cited

MAC Protocols for IEEE 802.11ax: Avoiding Collisions on Dense Networks

Rafael Araujo da Silva, Michele Nogueira

Wireless networks have become the main form of Internet access. Statistics show that the global mobile Internet penetration should exceed 70\% until 2019. Wi-Fi is an important pla…

cs.NI2016

A New Queue Discipline for Reducing Bufferbloat Effects in HetNet Concurrent Multipath Transfer

Benevid Felix, Aldri Santos, Michele Nogueira

Heterogeneous wireless networks have evolved to reach application requirements for low latency and high throughput on Internet access. Recent studies have improved network performa…

cs.NI2016★ 3 cited

Early Signals from Volumetric DDoS Attacks: An Empirical Study

Michele Nogueira, Augusto Almeida Santos, José M. F. Moura

Distributed Denial of Service (DDoS) is a common type of Cybercrime. It can strongly damage a company reputation and increase its costs. Attackers improve continuously their strate…