| Shallow Security: on the Creation of Adversarial Variants to Evade Machine Learning-Based Malware Detectors F Ceschin, M Botacin, HM Gomes, LS Oliveira, A Grégio Proceedings of the 3rd Reversing and Offensive-Oriented Trends Symposium, 2019 | 49 | 2019 |
| The Need for Speed: An Analysis of Brazilian Malware Classifers F Ceschin, F Pinage, M Castilho, D Menotti, LS Oliveira, A Gregio IEEE Security & Privacy 16 (6), 31-41, 2018 | 48 | 2018 |
| Challenges and pitfalls in malware research M Botacin, F Ceschin, R Sun, D Oliveira, A Grégio Computers & Security 106, 102287, 2021 | 45 | 2021 |
| We need to talk about antiviruses: challenges & pitfalls of av evaluations M Botacin, F Ceschin, P De Geus, A Grégio Computers & Security 95, 101859, 2020 | 40 | 2020 |
| Machine learning (in) security: A stream of problems F Ceschin, M Botacin, A Bifet, B Pfahringer, LS Oliveira, HM Gomes, ... Digital Threats: Research and Practice 5 (1), 1-32, 2024 | 30 | 2024 |
| Fast & Furious: On the modelling of malware detection as an evolving data stream F Ceschin, M Botacin, HM Gomes, F Pinagé, LS Oliveira, A Grégio Expert Systems with Applications 212, 118590, 2023 | 29 | 2023 |
| Antiviruses under the microscope: A hands-on perspective M Botacin, FD Domingues, F Ceschin, R Machnicki, MAZ Alves, ... Computers & Security 112, 102500, 2022 | 28 | 2022 |
| Predicting misinformation and engagement in covid-19 twitter discourse in the first months of the outbreak M Silva, F Ceschin, P Shrestha, C Brant, J Fernandes, CS Silva, A Grégio, ... arXiv preprint arXiv:2012.02164, 2020 | 23 | 2020 |
| L (a) ying in (test) bed: How biased datasets produce impractical results for actual malware families’ classification T Beppler, M Botacin, FJO Ceschin, LES Oliveira, A Grégio Information Security: 22nd International Conference, ISC 2019, New York City …, 2019 | 19 | 2019 |
| No need to teach new tricks to old malware: Winning an evasion challenge with xor-based adversarial samples F Ceschin, M Botacin, G Lüders, HM Gomes, L Oliveira, A Gregio Reversing and Offensive-oriented Trends Symposium, 13-22, 2020 | 16 | 2020 |
| Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios M Botacin, VHG Moia, F Ceschin, MAA Henriques, A Grégio Forensic Science International: Digital Investigation 38, 301220, 2021 | 15 | 2021 |
| Taking a peek: An evaluation of anomaly detection using system calls for containers GR Castanhel, T Heinrich, F Ceschin, C Maziero 2021 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2021 | 11 | 2021 |
| The AV says: Your Hardware Definitions Were Updated! M Botacin, L Galante, F Ceschin, PC Santos, L Carro, P de Geus, ... ReCoSoC 2019, 2019 | 11 | 2019 |
| Androidgyny: Reviewing clustering techniques for Android malware family classification TSR Pimenta, F Ceschin, A Gregio Digital Threats: Research and Practice 5 (1), 1-35, 2024 | 4 | 2024 |
| Sliding Window: The Impact of Trace Size in Anomaly Detection System for Containers Through Machine Learning GR Castanhel, T Heinrich, F Ceschin, CA Maziero Anais da XVIII Escola Regional de Redes de Computadores, 141-146, 2020 | 4 | 2020 |
| Detecçao de anomalias: Estudo de técnicas de identificaçao de ataques em um ambiente de contêiner GR Castanhel, T Heinrich, F Ceschin, CA Maziero Anais Estendidos do XX Simpósio Brasileiro em Segurança da Informação e de …, 2020 | 3 | 2020 |
| Spotting the Differences: Quirks of Machine Learning (in) Security F Ceschin USENIX ENIGMA 2023, 2023 | 2 | 2023 |
| Online binary models are promising for distinguishing temporally consistent computer usage profiles L Giovanini, F Ceschin, M Silva, A Chen, R Kulkarni, S Banda, M Lysaght, ... IEEE Transactions on Biometrics, Behavior, and Identity Science 4 (3), 412-423, 2022 | 1 | 2022 |
| Corvus: Uma solução Sandbox e de Threat Intelligence para Identificação e Análise de Malware M Botacin, F Ceschin, A Grégio Anais Estendidos do XXI Simpósio Brasileiro em Segurança da Informação e de …, 2021 | 1 | 2021 |
| Digital Threats S Samtani, E Raff, H Anderson, E Domschot, R Ramyaa, MR Smith, ... | | 2024 |
André GrégioAssistant Professor at UFPRVerified email at inf.ufpr.br
