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Marcus Botacin
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2020 – today
- 2025
- [j16]Marcus Botacin, Heitor Murilo Gomes
:
Towards more realistic evaluations: The impact of label delays in malware detection pipelines. Comput. Secur. 148: 104122 (2025) - 2024
- [c14]Marcus Botacin
What do malware analysts want from academia? A survey on the state-of-the-practice to guide research developments. RAID 2024: 77-96 - [c13]Marcus Botacin
Cross-Regional Malware Detection via Model Distilling and Federated Learning. RAID 2024: 97-113 - [c12]Calebe Helpa, Tiago Heinrich, Marcus Botacin, Newton Carlos Will, Rafael R. Obelheiro, Carlos Alberto Maziero:
The Use of the DWARF Debugging Format for the Identification of Potentially Unwanted Applications (PUAs) in WebAssembly Binaries. SECRYPT 2024: 442-449 - [c11]Tushar Nayan, Qiming Guo, Mohammed Alduniawi, Marcus Botacin, A. Selcuk Uluagac, Ruimin Sun:
SoK: All You Need to Know About On-Device ML Model Extraction - The Gap Between Research and Practice. USENIX Security Symposium 2024 - 2023
- [j15]Fabrício Ceschin
Fast & Furious: On the modelling of malware detection as an evolving data stream. Expert Syst. Appl. 212: 118590 (2023) - [c10]Thaís Damásio, Michael Canesche, Vinícius Pacheco, Marcus Botacin, Anderson Faustino da Silva, Fernando Magno Quintão Pereira:
A Game-Based Framework to Compare Program Classifiers and Evaders. CGO 2023: 108-121 - [c9]Marcelo Invert Palma Salas
Enhancing Malware Family Classification in the Microsoft Challenge Dataset via Transfer Learning. LADC 2023: 156-163 - [c8]Marcus Botacin:
GPThreats-3: Is Automatic Malware Generation a Threat? SP (Workshops) 2023: 238-254 - 2022
- [j14]Marcus Botacin
AntiViruses under the microscope: A hands-on perspective. Comput. Secur. 112: 102500 (2022) - [j13]Marcus Botacin
HEAVEN: A Hardware-Enhanced AntiVirus ENgine to accelerate real-time, signature-based malware detection. Expert Syst. Appl. 201: 117083 (2022) - [j12]Ruimin Sun
A Praise for Defensive Programming: Leveraging Uncertainty for Effective Malware Mitigation. IEEE Trans. Dependable Secur. Comput. 19(1): 353-369 (2022) - [j11]Marcus Botacin, Francis B. Moreira, Philippe O. A. Navaux, André Grégio, Marco A. Z. Alves:
Terminator: A Secure Coprocessor to Accelerate Real-Time AntiViruses Using Inspection Breakpoints. ACM Trans. Priv. Secur. 25(2): 9:1-9:34 (2022) - [c7]Marcus Botacin
Dissecting Applications Uninstallers and Removers: Are They Effective? ISC 2022: 339-359 - [c6]Marcus Botacin
Why We Need a Theory of Maliciousness: Hardware Performance Counters in Security. ISC 2022: 381-389 - [i4]Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes
Fast & Furious: Modelling Malware Detection as Evolving Data Streams. CoRR abs/2205.12311 (2022) - 2021
- [j10]Marcus Botacin
Challenges and pitfalls in malware research. Comput. Secur. 106: 102287 (2021) - [j9]Marcus Botacin, Vitor Hugo Galhardo Moia, Fabricio Ceschin, Marco Aurélio Amaral Henriques
Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios. Digit. Investig. 38: 301220 (2021) - [j8]Marcus Botacin, Hojjat Aghakhani, Stefano Ortolani, Christopher Kruegel, Giovanni Vigna, Daniela Oliveira, Paulo Lício de Geus
One Size Does Not Fit All: A Longitudinal Analysis of Brazilian Financial Malware. ACM Trans. Priv. Secur. 24(2): 11:1-11:31 (2021) - [i3]Marcus Botacin, André Grégio:
A [in]Segurança dos Sistemas Governamentais Brasileiros: Um Estudo de Caso em Sistemas Web e Redes Abertas. CoRR abs/2109.06068 (2021) - [i2]Marcus Botacin, André Grégio:
Malware MultiVerse: From Automatic Logic Bomb Identification to Automatic Patching and Tracing. CoRR abs/2109.06127 (2021) - 2020
- [j7]Marcus Botacin
We need to talk about antiviruses: challenges & pitfalls of AV evaluations. Comput. Secur. 95: 101859 (2020) - [j6]Marcus Botacin, Paulo Lício de Geus, André Grégio
Leveraging branch traces to understand kernel internals from within. J. Comput. Virol. Hacking Tech. 16(2): 141-155 (2020) - [j5]Marcus Botacin, Marco Antonio Zanata Alves, André Grégio
The self modifying code (SMC)-aware processor (SAP): a security look on architectural impact and support. J. Comput. Virol. Hacking Tech. 16(3): 185-196 (2020) - [c5]Marcus Botacin, Giovanni Bertão, Paulo L. de Geus, André Grégio, Christopher Kruegel, Giovanni Vigna:
On the Security of Application Installers and Online Software Repositories. DIMVA 2020: 192-214 - [c4]Marcus Botacin, André Grégio, Marco Antonio Zanata Alves:
Near-Memory & In-Memory Detection of Fileless Malware. MEMSYS 2020: 23-38 - [i1]Fabricio Ceschin
Machine Learning (In) Security: A Stream of Problems. CoRR abs/2010.16045 (2020)
2010 – 2019
- 2019
- [j4]Marcus Botacin, Paulo Lício de Geus
"VANILLA" malware: vanishing antiviruses by interleaving layers and layers of attacks. J. Comput. Virol. Hacking Tech. 15(4): 233-247 (2019) - [c3]Marcus Botacin, Anatoli Kalysch, André Grégio
The Internet Banking [in]Security Spiral: Past, Present, and Future of Online Banking Protection Mechanisms based on a Brazilian case study. ARES 2019: 49:1-49:10 - [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
The AV says: Your Hardware Definitions Were Updated! ReCoSoC 2019: 27-34 - 2018
- [j3]Marcus Botacin
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. ACM Comput. Surv. 51(4): 69:1-69:34 (2018) - [j2]Marcus Botacin, Paulo Lício de Geus
Enhancing Branch Monitoring for Security Purposes: From Control Flow Integrity to Malware Analysis and Debugging. ACM Trans. Priv. Secur. 21(1): 4:1-4:30 (2018) - [j1]Marcus Botacin, Paulo Lício de Geus
The other guys: automated analysis of marginalized malware. J. Comput. Virol. Hacking Tech. 14(1): 87-98 (2018)
Coauthor Index
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