Fabricio Ceschin

According to our database, Fabricio Ceschin authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

ANDROIDGYNY: Reviewing Clustering Techniques for Android Malware Family Classification.

Thalita Scharr Rodrigues Pimenta, Fabricio Ceschin, Andre Gregio

DTRAP, 2024

Machine Learning (In) Security: A Stream of Problems.

Fabrício Ceschin, Marcus Botacin, Albert Bifet, Bernhard Pfahringer, Luiz S. Oliveira, Heitor Murilo Gomes, André Grégio

DTRAP, 2024

2023

Fast & Furious: On the modelling of malware detection as an evolving data stream.

Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio

Expert Syst. Appl., 2023

People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation.

Luiz Giovanini, Shlok Gilda, Mirela Silva, Fabrício Ceschin, Prakash Shrestha, Christopher Brant, Juliana Fernandes, Catia S. Silva, André Grégio, Daniela Oliveira

Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

2022

Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles.

Luiz Giovanini, Fabrício Ceschin, Mirela Silva, Aokun Chen, Ramchandra Kulkarni, Sanjay Banda, Madison Lysaght, Heng Qiao, Nikolaos Sapountzis, Ruimin Sun, Brandon Matthews, Dapeng Oliver Wu, André Grégio, Daniela Oliveira

IEEE Trans. Biom. Behav. Identity Sci., 2022

Fast & Furious: Modelling Malware Detection as Evolving Data Streams.

Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio

CoRR, 2022

AntiViruses under the microscope: A hands-on perspective.

Marcus Botacin, Felipe Duarte Domingues, Fabrício Ceschin, Raphael Machnicki, Marco Antonio Zanata Alves, Paulo Lício de Geus, André Grégio

Comput. Secur., 2022

2021

Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios.

Marcus Botacin, Vitor Hugo Galhardo Moia, Fabricio Ceschin, Marco Aurélio Amaral Henriques, André Grégio

Digit. Investig., 2021

Computer Users Have Unique Yet Temporally Inconsistent Computer Usage Profiles.

Luiz Giovanini, Fabrício Ceschin, Mirela Silva, Aokun Chen, Ramchandra Kulkarni, Sanjay Banda, Madison Lysaght, Heng Qiao, Nikolaos Sapountzis, Ruimin Sun, Brandon Matthews, Dapeng Oliver Wu, André Grégio, Daniela Oliveira

CoRR, 2021

Challenges and pitfalls in malware research.

Marcus Botacin, Fabricio Ceschin, Ruimin Sun, Daniela Oliveira, André Grégio

Comput. Secur., 2021

TeamUFPR at IDPT 2021: Equalizing a Strategy Using Machine Learning for Two Types of Data in Detecting Irony.

Tiago Heinrich, Fabrício Ceschin, Felipe Marchi

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Taking a Peek: An Evaluation of Anomaly Detection Using System calls for Containers.

Gabriel R. Castanhel, Tiago Heinrich, Fabrício Ceschin, Carlos Maziero

Proceedings of the IEEE Symposium on Computers and Communications, 2021

2020

Predicting Misinformation and Engagement in COVID-19 Twitter Discourse in the First Months of the Outbreak.

Mirela Silva, Fabrício Ceschin, Prakash Shrestha, Christopher Brant, Juliana Fernandes, Catia S. Silva, André Grégio, Daniela Oliveira, Luiz Giovanini

CoRR, 2020

We need to talk about antiviruses: challenges & pitfalls of AV evaluations.

Marcus Botacin, Fabricio Ceschin, Paulo L. de Geus, André Grégio

Comput. Secur., 2020

2019

The AV says: Your Hardware Definitions Were Updated!

Marcus Botacin, Lucas Galante, Fabricio Ceschin, Paulo C. Santos, Luigi Carro, Paulo Lício de Geus, André Grégio, Marco A. Z. Alves

Proceedings of the 14th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, 2019

L(a)ying in (Test)Bed - How Biased Datasets Produce Impractical Results for Actual Malware Families' Classification.

Tamy Beppler, Marcus Botacin, Fabricio Ceschin, Luiz E. S. Oliveira, André Grégio

Proceedings of the Information Security - 22nd International Conference, 2019

2018

The Need for Speed: An Analysis of Brazilian Malware Classifers.

Fabricio Ceschin, Felipe Azevedo Pinage, Marcos A. Castilho, David Menotti, Luiz S. Oliveira, Andre Gregio

IEEE Secur. Priv., 2018