| 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, 1-9, 2019 | 48 | 2019 |
| Challenges and pitfalls in malware research M Botacin, F Ceschin, R Sun, D Oliveira, A Grégio Computers & Security 106, 102287, 2021 | 42 | 2021 |
| We Need to Talk About AntiViruses: Challenges & Pitfalls of AV Evaluations M Botacin, F Ceschin, P de Geus, A Grégio Computers & Security, 101859, 2020 | 39 | 2020 |
| The other guys: Automated analysis of marginalized malware MF Botacin, PL de Geus, ARA Grégio Journal of Computer Virology and Hacking Techniques 14 (1), 87-98, 2018 | 31 | 2018 |
| 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, 2020 | 30 | 2020 |
| 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 |
| 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 | 26 | 2023 |
| HEAVEN: A Hardware-Enhanced AntiVirus ENgine to accelerate real-time, signature-based malware detection M Botacin, MZ Alves, D Oliveira, A Grégio Expert Systems with Applications 201, 117083, 2022 | 25 | 2022 |
| One Size Does Not Fit All: A Longitudinal Analysis of Brazilian Financial Malware M Botacin, H Aghakhani, S Ortolani, C Kruegel, G Vigna, D Oliveira, ... ACM Transactions on Privacy and Security (TOPS) 24 (2), 1-31, 2021 | 25 | 2021 |
| Enhancing branch monitoring for security purposes: From control flow integrity to malware analysis and debugging M Botacin, PLD Geus, A Grégio ACM Transactions on Privacy and Security (TOPS) 21 (1), 1-30, 2018 | 25 | 2018 |
| GPThreats-3: Is Automatic Malware Generation a Threat? M Botacin 2023 IEEE Security and Privacy Workshops (SPW), 238-254, 2023 | 20 | 2023 |
| Who watches the watchmen: A security-focused review on current state-of-the-art techniques, tools, and methods for systems and binary analysis on modern platforms M Botacin, PLD Geus, A Grégio ACM Computing Surveys (CSUR) 51 (4), 1-34, 2018 | 20 | 2018 |
| 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 |
| The Internet Banking [in] Security Spiral: Past, Present, and Future of Online Banking Protection Mechanisms based on a Brazilian case study M Botacin, A Kalysch, A Grégio Proceedings of the 14th International Conference on Availability …, 2019 | 17 | 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 |
| The self modifying code (SMC)-aware processor (SAP): a security look on architectural impact and support M Botacin, M Zanata, A Grégio Journal of Computer Virology and Hacking Techniques 16 (3), 185-196, 2020 | 13 | 2020 |
| A praise for defensive programming: Leveraging uncertainty for effective malware mitigation R Sun, M Botacin, N Sapountzis, X Yuan, M Bishop, DE Porter, X Li, ... IEEE Transactions on Dependable and Secure Computing 19 (1), 353-369, 2020 | 13 | 2020 |
| “VANILLA” malware: vanishing antiviruses by interleaving layers and layers of attacks M Botacin, PL de Geus, A Grégio Journal of Computer Virology and Hacking Techniques 15 (4), 233-247, 2019 | 11 | 2019 |
| The AV says: Your Hardware Definitions Were Updated! M Botacin, L Galante, F Ceschin, PC Santos, L Carro, P de Geus, ... 2019 14th International Symposium on Reconfigurable Communication-centric …, 2019 | 11 | 2019 |
André GrégioAssistant Professor at UFPRVerified email at inf.ufpr.br
