| Challenges and pitfalls in malware research M Botacin, F Ceschin, R Sun, D Oliveira, A Grégio Computers & Security 106, 102287, 2021 | 80 | 2021 |
| 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 | 57 | 2019 |
| 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 | 56 | 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 | 56 | 2023 |
| 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 | 54 | 2018 |
| 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 | 49 | 2020 |
| Antiviruses under the microscope: A hands-on perspective M Botacin, FD Domingues, F Ceschin, R Machnicki, MAZ Alves, ... Computers & Security 112, 102500, 2022 | 44 | 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 | 27 | 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 | 26 | 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 | 23 | 2021 |
| 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 International Conference on Information Security, 381-401, 2019 | 20 | 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 | 18 | 2020 |
| The AV says: Your Hardware Definitions Were Updated! M Botacin, L Galante, F Ceschin, PC Santos, L Carro, P de Geus, ... ReCoSoC 2019, 2019 | 14 | 2019 |
| Sliding window: The impact of trace size in anomaly detection system for containers through machine learning GR Castanhel, T Heinrich, F Ceschin, CA Maziero Escola Regional de Redes de Computadores (ERRC), 141-146, 2020 | 5 | 2020 |
| Detecçao de anomalias: Estudo de técnicas de identificaçao de ataques em um ambiente de contêiner GR Castanhel, T Heinrich, F Ceschin, CA Maziero Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais …, 2020 | 5 | 2020 |
| 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 |
| Corvus: Uma solução sandbox e de threat intelligence para identificação e análise de malware M Botacin, F Ceschin, A Grégio Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais …, 2021 | 4 | 2021 |
| Spotting the Differences: Quirks of Machine Learning (in) Security F Ceschin USENIX ENIGMA 2023, 2023 | 3 | 2023 |
| One Video to Steal Them All: 3D-Printing IP Theft through Optical Side-Channels T Chattopadhyay, F Ceschin, ME Garza, D Zyunkin, A Chhotaray, ... Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications …, 2025 | 1 | 2025 |
| People still care about facts: Twitter users engage more with factual discourse than misinformation L Giovanini, S Gilda, M Silva, F Ceschin, P Shrestha, C Brant, ... International Symposium on Security and Privacy in Social Networks and Big …, 2023 | 1 | 2023 |
André GrégioAssistant Professor at UFPRVerified email at inf.ufpr.br
