Evaluation of data mining techniques for suspicious network activity classification using honeypots data. - André Grégio; Rafael D. C. Santos; Antonio Montes (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2007)

Malware distributed collection and pre-classification system using honeypot technology. - André Ricardo Abed Grégio; Isabela L. Oliveira; Rafael D. C. Santos; Adriano M. Cansian; Paulo L. de Geus (Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security, 2009)

Tracking Memory Writes for Malware Classification and Code Reuse Identification. - André Ricardo Abed Grégio; Paulo Lício de Geus; Christopher Kruegel; Giovanni Vigna (DIMVA, 2012)

A hybrid framework to analyze web and OS malware. - Vitor Monte Afonso; Dario Simões Fernandes Filho; André Ricardo Abed Grégio; Paulo Lício de Geus; Mário Jino (ICC, 2012)

Pinpointing Malicious Activities through Network and System-Level Malware Execution Behavior. - André Ricardo Abed Grégio; Vitor Monte Afonso; Dario Simões Fernandes Filho; Paulo Lício de Geus; Mário Jino; Rafael Duarte Coelho dos Santos (ICCSA (4), 2012)

Interactive, Visual-Aided Tools to Analyze Malware Behavior. - André Ricardo Abed Grégio; Alexandre Or Cansian Baruque; Vitor Monte Afonso; Dario Simões Fernandes Filho; Paulo Lício de Geus; Mário Jino; Rafael Duarte Coelho dos Santos (ICCSA (4), 2012)

A Malware Detection System Inspired on the Human Immune System. - Isabela Liane de Oliveira; André Ricardo Abed Grégio; Adriano M. Cansian (ICCSA (4), 2012)

Comportamento de programas maliciosos. - André Ricardo Abed Grégio (2012)

An empirical analysis of malicious internet banking software behavior. - André Ricardo Abed Grégio; Dario Simões Fernandes Filho; Vitor Monte Afonso; Paulo Lício de Geus; Victor Furuse Martins; Mário Jino (SAC, 2013)

Ontology for Malware Behavior: A Core Model Proposal. - Andre Gregio; Rodrigo Bonacin; Olga Nabuco; Vitor Monte Afonso; Paulo Lício de Geus; Mário Jino (WETICE, 2014)

Toward a Taxonomy of Malware Behaviors. - André Ricardo Abed Grégio; Vitor Monte Afonso; Dario Simões Fernandes Filho; Paulo Lício de Geus; Mário Jino (Comput. J., 2015)

Identifying Android malware using dynamically obtained features. - Vitor Monte Afonso; Matheus Favero de Amorim; André Ricardo Abed Grégio; Glauco Barroso Junquera; Paulo Lício de Geus (J. Comput. Virol. Hacking Tech., 2015)

An ontology of suspicious software behavior. - André Grégio; Rodrigo Bonacin; Antonio Carlos de Marchi; Olga Fernanda Nabuco; Paulo Lício de Geus (Appl. Ontology, 2016)

The dose makes the poison - Leveraging uncertainty for effective malware detection. - Ruimin Sun; Xiaoyong Yuan; Andrew Lee; Matt Bishop; Donald E. Porter; Xiaolin Li 001; André Grégio; Daniela Oliveira 001 (DSC, 2017)

ControlChain: Blockchain as a Central Enabler for Access Control Authorizations in the IoT. - Otto Julio Ahlert Pinno; André Ricardo Abed Grégio; Luis Carlos Erpen De Bona (GLOBECOM, 2017)

Enhancing the Creation of Detection Rules for Malicious Software through Ontologies and Crowdsourcing. - Antonio Carlos de Marchi; André Ricardo Abed Grégio; Rodrigo Bonacin (WETICE, 2017)

Lumus: Dynamically Uncovering Evasive Android Applications. - Vitor Monte Afonso; Anatoli Kalysch; Tilo Müller; Daniela Oliveira 001; André Grégio; Paulo Lício de Geus (ISC, 2018)

Leveraging ontologies and machine-learning techniques for malware analysis into Android permissions ecosystems. - Luiz C. Navarro; Alexandre K. W. Navarro; André Grégio; Anderson Rocha 001; Ricardo Dahab (Comput. Secur., 2018)

Leveraging Uncertainty for Effective Malware Mitigation. - Ruimin Sun; Xiaoyong Yuan; Andrew Lee; Matt Bishop; Donald E. Porter; Xiaolin Li 001; André Grégio; Daniela Oliveira 001 (CoRR, 2018)

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. - Marcus Botacin; Paulo Lício de Geus; André Ricardo Abed Grégio (ACM Comput. Surv., 2018)

The Need for Speed: An Analysis of Brazilian Malware Classifers. - Fabricio Ceschin; Felipe Azevedo Pinage; Marcos A. Castilho; David Menotti; Luiz S. Oliveira; Andre Gregio (IEEE Secur. Priv., 2018)

Enhancing Branch Monitoring for Security Purposes: From Control Flow Integrity to Malware Analysis and Debugging. - Marcus Botacin; Paulo Lício de Geus; André Grégio (ACM Trans. Priv. Secur., 2018)

The other guys: automated analysis of marginalized malware. - Marcus Botacin; Paulo Lício de Geus; André Ricardo Abed Grégio (J. Comput. Virol. Hacking Tech., 2018)

The Internet Banking [in]Security Spiral: Past, Present, and Future of Online Banking Protection Mechanisms based on a Brazilian case study. - Marcus Botacin; Anatoli Kalysch; André Grégio (ARES, 2019)

L(a)ying in (Test)Bed - How Biased Datasets Produce Impractical Results for Actual Malware Families' Classification. - Tamy Beppler; Marcus Botacin; Fabricio Ceschin; Luiz E. S. Oliveira; André Grégio (ISC, 2019)

WebMBO: Uma Ontologia para Comportamento de Malware Web(WebMBO: an Ontology of Web Malware Behavior). - Alann Perini; Rodrigo Bonacin; Andre Gregio (ONTOBRAS, 2019)

The AV says: Your Hardware Definitions Were Updated! - Marcus Botacin; Lucas Galante; Fabricio Ceschin; Paulo C. Santos 001; Luigi Carro; Paulo Lício de Geus; André Grégio; Marco A. Z. Alves (ReCoSoC, 2019)

"VANILLA" malware: vanishing antiviruses by interleaving layers and layers of attacks. - Marcus Botacin; Paulo Lício de Geus; André Grégio (J. Comput. Virol. Hacking Tech., 2019)

On the Security of Application Installers and Online Software Repositories. - Marcus Botacin; Giovanni Bertão; Paulo L. de Geus; André Grégio; Christopher Kruegel; Giovanni Vigna (DIMVA, 2020)

A Systematic Literature Mapping of Artificial Intelligence Planning in Software Testing. - Luis F. de Lima; Letícia M. Peres; André Ricardo Abed Grégio; Fabiano Silva (ICSOFT, 2020)

Near-Memory & In-Memory Detection of Fileless Malware. - Marcus Botacin; André Grégio; Marco Antonio Zanata Alves (MEMSYS, 2020)

On the Challenges of Automated Testing of Web Vulnerabilities. - Luis F. de Lima; Matheus C. Horstmann; David N. Neto; André Ricardo Abed Grégio; Fabiano Silva; Letícia M. Peres (WETICE, 2020)

We need to talk about antiviruses: challenges & pitfalls of AV evaluations. - Marcus Botacin; Fabricio Ceschin; Paulo L. de Geus; André Grégio (Comput. Secur., 2020)

ControlChain: A new stage on the IoT access control authorization. - Otto Julio Ahlert Pinno; André Ricardo Abed Grégio; Luis Carlos Erpen De Bona (Concurr. Comput. Pract. Exp., 2020)

Predicting Misinformation and Engagement in COVID-19 Twitter Discourse in the First Months of the Outbreak. - Mirela Silva; Fabrício Ceschin; Prakash Shrestha; Christopher Brant; Juliana Fernandes 002; Catia S. Silva; André Grégio; Daniela Oliveira 001; Luiz Giovanini (CoRR, 2020)

The self modifying code (SMC)-aware processor (SAP): a security look on architectural impact and support. - Marcus Botacin; Marco Antonio Zanata Alves; André Grégio (J. Comput. Virol. Hacking Tech., 2020)

Leveraging branch traces to understand kernel internals from within. - Marcus Botacin; Paulo Lício de Geus; André Grégio (J. Comput. Virol. Hacking Tech., 2020)

Family Matters: On the Investigation of [Malicious] Mobile Apps Clustering. - Thalita Scharr Rodrigues Pimenta; Rafael Duarte Coelho dos Santos; André Grégio (ICCSA (3), 2021)

Challenges and pitfalls in malware research. - Marcus Botacin; Fabricio Ceschin; Ruimin Sun; Daniela Oliveira 001; André Grégio (Comput. Secur., 2021)

Computer Users Have Unique Yet Temporally Inconsistent Computer Usage Profiles. - 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; et al. (CoRR, 2021)

A [in]Segurança dos Sistemas Governamentais Brasileiros: Um Estudo de Caso em Sistemas Web e Redes Abertas. - Marcus Botacin; André Grégio (CoRR, 2021)

Malware MultiVerse: From Automatic Logic Bomb Identification to Automatic Patching and Tracing. - Marcus Botacin; André Grégio (CoRR, 2021)

Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios. - Marcus Botacin; Vitor Hugo Galhardo Moia; Fabricio Ceschin; Marco Aurélio Amaral Henriques; André Grégio (Digit. Investig., 2021)

One Size Does Not Fit All: A Longitudinal Analysis of Brazilian Financial Malware. - Marcus Botacin; Hojjat Aghakhani; Stefano Ortolani; Christopher Kruegel; Giovanni Vigna; Daniela Oliveira 001; Paulo Lício de Geus; André Grégio (ACM Trans. Priv. Secur., 2021)

On Metadata Privacy in Instant Messaging. - Marlon Cordeiro Domenech; André Ricardo Abed Grégio; Luis Carlos Erpen De Bona (ISCC, 2022)

Dissecting Applications Uninstallers and Removers: Are They Effective? - Marcus Botacin; André Grégio (ISC, 2022)

Why We Need a Theory of Maliciousness: Hardware Performance Counters in Security. - Marcus Botacin; André Grégio (ISC, 2022)

AntiViruses under the microscope: A hands-on perspective. - Marcus Botacin; Felipe Duarte Domingues; Fabrício Ceschin; Raphael Machnicki; Marco Antonio Zanata Alves; Paulo Lício de Geus; André Grégio (Comput. Secur., 2022)

Fast & Furious: Modelling Malware Detection as Evolving Data Streams. - Fabrício Ceschin; Marcus Botacin; Heitor Murilo Gomes; Felipe Azevedo Pinage; Luiz S. Oliveira; André Grégio (CoRR, 2022)

HEAVEN: A Hardware-Enhanced AntiVirus ENgine to accelerate real-time, signature-based malware detection. - Marcus Botacin; Marco Antonio Zanata Alves; Daniela Oliveira 001; André Grégio (Expert Syst. Appl., 2022)

Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles. - 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; et al. (IEEE Trans. Biom. Behav. Identity Sci., 2022)

A Praise for Defensive Programming: Leveraging Uncertainty for Effective Malware Mitigation. - Ruimin Sun; Marcus Botacin; Nikolaos Sapountzis; Xiaoyong Yuan; Matt Bishop; Donald E. Porter; Xiaolin Li 001; Andre Gregio; Daniela Oliveira 001 (IEEE Trans. Dependable Secur. Comput., 2022)

Terminator: A Secure Coprocessor to Accelerate Real-Time AntiViruses Using Inspection Breakpoints. - Marcus Botacin; Francis B. Moreira 001; Philippe O. A. Navaux; André Grégio; Marco A. Z. Alves (ACM Trans. Priv. Secur., 2022)

Learning Fast and Slow: Propedeutica for Real-Time Malware Detection. - Ruimin Sun; Xiaoyong Yuan; Pan He; Qile Zhu; Aokun Chen; André Grégio; Daniela Oliveira 001; Xiaolin Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Efficient Prequential AUC-PR Computation. - David L. Pereira Gomes; André Grégio; Marco Antonio Zanata Alves; Paulo R. Lisboa de Almeida (ICMLA, 2023)

People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation. - Luiz Giovanini; Shlok Gilda; Mirela Silva; Fabrício Ceschin; Prakash Shrestha; Christopher Brant; Juliana Fernandes 002; Catia S. Silva; André Grégio; Daniela Oliveira 001 (SocialSec, 2023)

Fast & Furious: On the modelling of malware detection as an evolving data stream. - Fabrício Ceschin; Marcus Botacin; Heitor Murilo Gomes; Felipe Azevedo Pinage; Luiz S. Oliveira; André Grégio (Expert Syst. Appl., 2023)

Machine Learning (In) Security: A Stream of Problems. - Fabrício Ceschin; Marcus Botacin; Albert Bifet; Bernhard Pfahringer; Luiz S. Oliveira; Heitor Murilo Gomes; André Grégio (DTRAP, 2024)

ANDROIDGYNY: Reviewing Clustering Techniques for Android Malware Family Classification. - Thalita Scharr Rodrigues Pimenta; Fabricio Ceschin; Andre Gregio (DTRAP, 2024)