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2020 – today
- 2024
[j9]Thalita Scharr Rodrigues Pimenta
, Fabricio Ceschin, Andre Gregio:
ANDROIDGYNY: Reviewing Clustering Techniques for Android Malware Family Classification. DTRAP 5(1): 3:1-3:35 (2024)- [j8]Fabrício Ceschin, Marcus Botacin, Albert Bifet, Bernhard Pfahringer, Luiz S. Oliveira, Heitor Murilo Gomes, André Grégio:
Machine Learning (In) Security: A Stream of Problems. DTRAP 5(1): 9:1-9:32 (2024) - 2023
- [b1]Fabricio Ceschin:
Rogue one: rebelling against machine learning (in) security. Federal University of Paraná, Brazil, 2023 - [j7]Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio:
Fast & Furious: On the modelling of malware detection as an evolving data stream. Expert Syst. Appl. 212: 118590 (2023) - [c5]Luiz Giovanini, Shlok Gilda, Mirela Silva, Fabrício Ceschin, Prakash Shrestha, Christopher Brant, Juliana Fernandes, Catia S. Silva, André Grégio, Daniela Oliveira:
People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation. SocialSec 2023: 3-22 - 2022
- [j6]Marcus Botacin, Felipe Duarte Domingues, Fabrício Ceschin, Raphael Machnicki, Marco Antonio Zanata Alves, Paulo Lício de Geus, André Grégio:
AntiViruses under the microscope: A hands-on perspective. Comput. Secur. 112: 102500 (2022) - [j5]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:
Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 412-423 (2022) - [i4]Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio:
Fast & Furious: Modelling Malware Detection as Evolving Data Streams. CoRR abs/2205.12311 (2022) - 2021
- [j4]Marcus Botacin, Fabricio Ceschin, Ruimin Sun, Daniela Oliveira, André Grégio:
Challenges and pitfalls in malware research. Comput. Secur. 106: 102287 (2021) - [j3]Marcus Botacin, Vitor Hugo Galhardo Moia, Fabricio Ceschin, Marco Aurélio Amaral Henriques, André Grégio:
Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios. Digit. Investig. 38: 301220 (2021) - [c4]Gabriel R. Castanhel, Tiago Heinrich, Fabrício Ceschin, Carlos Maziero:
Taking a Peek: An Evaluation of Anomaly Detection Using System calls for Containers. ISCC 2021: 1-6 - [c3]Tiago Heinrich, Fabrício Ceschin, Felipe Marchi:
TeamUFPR at IDPT 2021: Equalizing a Strategy Using Machine Learning for Two Types of Data in Detecting Irony. IberLEF@SEPLN 2021: 925-932 - [i3]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:
Computer Users Have Unique Yet Temporally Inconsistent Computer Usage Profiles. CoRR abs/2105.09900 (2021) - 2020
- [j2]Marcus Botacin, Fabricio Ceschin, Paulo L. de Geus, André Grégio:
We need to talk about antiviruses: challenges & pitfalls of AV evaluations. Comput. Secur. 95: 101859 (2020) - [i2]Fabricio Ceschin, Heitor Murilo Gomes, Marcus Botacin, Albert Bifet, Bernhard Pfahringer, Luiz S. Oliveira, André Grégio:
Machine Learning (In) Security: A Stream of Problems. CoRR abs/2010.16045 (2020) - [i1]Mirela Silva, Fabrício Ceschin, Prakash Shrestha, Christopher Brant, Juliana Fernandes, Catia S. Silva, André Grégio, Daniela Oliveira, Luiz Giovanini:
Predicting Misinformation and Engagement in COVID-19 Twitter Discourse in the First Months of the Outbreak. CoRR abs/2012.02164 (2020)
2010 – 2019
- 2019
- [c2]Tamy Beppler, Marcus Botacin, Fabricio Ceschin, Luiz E. S. Oliveira, André Grégio:
L(a)ying in (Test)Bed - How Biased Datasets Produce Impractical Results for Actual Malware Families' Classification. ISC 2019: 381-401 - [c1]Marcus Botacin, Lucas Galante, Fabricio Ceschin, Paulo C. Santos, Luigi Carro, Paulo Lício de Geus, André Grégio, Marco A. Z. Alves:
The AV says: Your Hardware Definitions Were Updated! ReCoSoC 2019: 27-34 - 2018
- [j1]Fabricio Ceschin, Felipe Azevedo Pinage, Marcos A. Castilho, David Menotti, Luiz S. Oliveira, Andre Gregio:
The Need for Speed: An Analysis of Brazilian Malware Classifers. IEEE Secur. Priv. 16(6): 31-41 (2018)
Coauthor Index
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