Rodrigo Sanches Miani

Orcid: 0000-0002-8176-8040

Affiliations:
  • Federal University of Uberlândia, Brazil


According to our database1, Rodrigo Sanches Miani authored at least 44 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Evaluating the Impact of Data Preprocessing Techniques on the Performance of Intrusion Detection Systems.
J. Netw. Syst. Manag., April, 2024

2023
Model update for intrusion detection: Analyzing the performance of delayed labeling and active learning strategies.
Comput. Secur., November, 2023

Investigando o Impacto de Amostras Adversárias na Detecção de Intrusões em um Sistema Ciberfísico.
Proceedings of the 41st Brazilian Symposium on Computer Networks and Distributed Systems, 2023

Supervised Machine Learning and Detection of Unknown Attacks: An Empirical Evaluation.
Proceedings of the Advanced Information Networking and Applications, 2023

2022
FamilyGuard: A Security Architecture for Anomaly Detection in Home Networks.
Sensors, 2022

Enabling Disaster Predictions on IoT Scenarios with Transfer Learning.
Proceedings of the 41st International Conference of the Chilean Computer Science Society, 2022

Traffic Classification of Home Network Devices using Supervised Learning.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
Intrusion Detection over Network Packets using Data Stream Classification Algorithms.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Evaluation of one-class algorithms for anomaly detection in home networks.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Social Security Reform in Brazil: A Twitter Sentiment Analysis.
Proceedings of the Electronic Government and the Information Systems Perspective, 2021

Towards reliable and transparent vaccine phase III trials with smart contracts.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020
Evaluating the Performance of Twitter-based Exploit Detectors.
CoRR, 2020

A comparison of stream mining algorithms on botnet detection.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019
IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices.
Sensors, 2019

Mobile botnets detection based on machine learning over system calls.
Int. J. Secur. Networks, 2019

Evaluation of DoS attacks on Commercial Wi-Fi-Based UAVs.
Int. J. Commun. Networks Inf. Secur., 2019

A Proposal of an Animal Detection System Using Machine Learning.
Appl. Artif. Intell., 2019

A Comparative Analysis of Classifiers in the Recognition of Packed Executables.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
Process mining and hierarchical clustering to help intrusion alert visualization.
Comput. Secur., 2018

Detection of Bitcoin-Based Botnets Using a One-Class Classifier.
Proceedings of the Information Security Theory and Practice, 2018

Qualitative evaluation of denial of service datasets.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

An Empirical Study of Factors Affecting the Rate of Spam.
Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Online detection of Botnets on Network Flows using Stream Mining.
Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

On the Adoption of ICT Best Practices in Brazilian Federal Higher Education Institutions.
Proceedings of the XLIV Latin American Computer Conference, 2018

Improving Security on IoT Applications Based on the FIWARE Platform.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017
A survey of intrusion detection in Internet of Things.
J. Netw. Comput. Appl., 2017

Discovering Attackers Past Behavior to Generate Online Hyper-Alerts.
Braz. J. Inf. Syst., 2017

Detecting mobile botnets through machine learning and system calls analysis.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Exploratory analysis of ICT best practices for Brazilian federal universities.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Intrusion Alert Correlation to Support Security Management.
Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

The Impact of DoS Attacks on the AR.Drone 2.0.
Proceedings of the XIII Latin American Robotics Symposium and IV Brazilian Robotics Symposium, 2016

2015
A Practical Experience on Evaluating Intrusion Prevention System Event Data as Indicators of Security Issues.
Proceedings of the 34th IEEE Symposium on Reliable Distributed Systems, 2015

Investigação sobre a Ausência de Validação nos Métodos Empregados para Quantificar Segurança da Informação [An Investigation About the Absence of Validation on Security Quantification Methods].
Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

2014
Um estudo empírico sobre o uso de métricas de segurança em ambientes reais.
Proceedings of the 10th Brazilian Symposium on Information Systems, 2014

2013
On the use of metrics and quantification in information security.
PhD thesis, 2013

Construction of baselines for VoIP traffic management on open MANs.
Int. J. Netw. Manag., 2013

Relationships between information security metrics: an empirical study.
Proceedings of the Cyber Security and Information Intelligence, 2013

2012
New Approaches for XML Data Compression.
Proceedings of the WEBIST 2012 - Proceedings of the 8th International Conference on Web Information Systems and Technologies, Porto, Portugal, 18, 2012

Evaluation of quality in encrypted VoIP calls.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2010
Development of a Business Intelligence Environment for e-Gov Using Open Source Technologies.
Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2009
An Architecture for Environmental Monitoring and Control in Municipal Scale.
Proceedings of the WINSYS 2009, 2009

An Alternative Approach for Formula Modelling in Security Metrics.
Proceedings of the SECRYPT 2009, 2009

Evaluation of Quality and Security of a VoIP Network based on Asterisk and OpenVPN.
Proceedings of the SECRYPT 2009, 2009

2008
Metrics Application in Metropolitan Broadband Access Network Security Analysis.
Proceedings of the SECRYPT 2008, 2008


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