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  1. When zero query meets adversarial attacks: Feature maps as an offensive and defensive approach

    Article • Image and Vision Computing, December 2026, Elsevier

    Pedro R. M. Inácio

  2. Anomaly detection and root-cause identification in microservices: a survey

    Article • Cluster Computing, June 2026, Springer Science + Business Media

    Pedro R. M. Inácio

  3. LISArD: learning image similarity to defend against gray-box adversarial attacks

    Article • PeerJ Computer Science, April 2026, PeerJ

    Pedro R. M. Inácio

  4. X-IoMT: A Cross-Layer IoMT Dataset for Anomaly Detection with FGSM and PGD-Based Adversarial Augmentation

    Article • IEEE Internet of Things Journal, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  5. Federated learning for anomaly detection on Internet of Medical Things: A survey

    Article • Internet of Things, September 2025, Elsevier

    Pedro R. M. Inácio

  6. BIAS: A Body-Based Interpretable Active Speaker Approach

    Article • IEEE Transactions on Biometrics Behavior and Identity Science, July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  7. Framework and Roadmap for Secure Design and Development of Applications in the Cloud and Mobile Ecosystem

    Article • January 2025, Springer Science + Business Media

    Pedro R. M. Inácio

  8. Classification of Anomalies in Microservices Using an XGBoost-Based Approach With Data Balancing and Hyperparameter Tuning

    Article • IEEE Open Journal of the Computer Society, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  9. How to Squeeze An Explanation Out of Your Model

    Article • January 2025, Springer Science + Business Media

    Pedro R. M. Inácio

  10. Analysis of the Capability and Training of Chat Bots in the Generation of Rules for Firewall or Intrusion Detection Systems

    Article • July 2024, ACM (Association for Computing Machinery)

    Pedro R. M. Inácio

  11. Expediting the design and development of secure cloud-based mobile apps

    Article • International Journal of Information Security, July 2024, Springer Science + Business Media

    Pedro R. M. Inácio

  12. Detection of Slowloris Attacks using Machine Learning Algorithms

    Article • April 2024, ACM (Association for Computing Machinery)

    Vytautas Tumas, Vinícius Rios, Pedro R. M. Inácio

  13. How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  14. WASD: A Wilder Active Speaker Detection Dataset

    Article • IEEE Transactions on Biometrics Behavior and Identity Science, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  15. An Approach to Attack Modeling for the IoT: Creating Attack Trees from System Descriptions

    Article • January 2024, Springer Science + Business Media

    Pedro R. M. Inácio

  16. On Exploring Audio Anomaly in Speech

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  17. A Distributed Virtual-Machine Placement and Migration Approach Based on Modern Portfolio Theory

    Article • Journal of Network and Systems Management, October 2023, Springer Science + Business Media

    Pedro R. M. Inácio

  18. Secure cloud-based mobile apps: attack taxonomy, requirements, mechanisms, tests and automation

    Article • International Journal of Information Security, February 2023, Springer Science + Business Media

    Pedro R. M. Inácio

  19. Theoretical and practical assessments over SSH

    Article • Research and Practice in Technology Enhanced Learning, January 2023, Asia-Pacific Society for Computers in Education

    Pedro R. M. Inácio

  20. Improving software maintenance with improved bug triaging

    Article • Journal of King Saud University - Computer and Information Sciences, November 2022, Springer Science + Business Media

    Pedro R. M. Inácio

  21. Peaches Detection Using a Deep Learning Technique—A Contribution to Yield Estimation, Resources Management, and Circular Economy

    Article • Climate, January 2022, MDPI AG

    Pedro R. M. Inácio

  22. A Complete Review on the Application of Statistical Methods for Evaluating Internet Traffic Usage

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  23. A System for the Promotion of Traceability and Ownership of Health Data Using Blockchain

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  24. Detection and Mitigation of Low-Rate Denial-of-Service Attacks: A Survey

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  25. Predicting CVSS Metric via Description Interpretation

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  26. Impact of Self C Parameter on SVM-based Classification of Encrypted Multimedia Peer-to-Peer Traffic

    Article • January 2022, Springer Science + Business Media

    Pedro R. M. Inácio

  27. A Distributed Virtual-Machine Placement and Migration Approach Based on Modern Portfolio Theory

    Article • January 2022, Elsevier

    Pedro R. M. Inácio

  28. Performance evaluation of the SRE and SBPG components of the IoT hardware platform security advisor framework

    Article • Computer Networks, November 2021, Elsevier

    Pedro R. M. Inácio

  29. Performance of Machine Learning-Based Intrusion Detection for Containerized Applications

    Article • August 2021, ACM (Association for Computing Machinery)

    Pedro R. M. Inácio

  30. Detection of reduction-of-quality DDoS attacks using Fuzzy Logic and machine learning algorithms

    Article • Computer Networks, February 2021, Elsevier

    Pedro R. M. Inácio

  31. Towards the Use of Blockchain in Mobile Health Services and Applications

    Article • Journal of Medical Systems, January 2021, Springer Science + Business Media

    Pedro R. M. Inácio

  32. A Preliminary Evaluation of the SRE and SBPG Components of the IoT-HarPSecA Framework

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  33. Attack and System Modeling Applied to IoT, Cloud, and Mobile Ecosystems

    Article • ACM Computing Surveys, March 2020, ACM (Association for Computing Machinery)

    Musa Samaila, Pedro R. M. Inácio

  34. Assessing Access Control Risk for mHealth: A Delphi Study to Categorize Security of Health Data and Provide Risk Assessment for Mobile Apps

    Article • Journal of Healthcare Engineering, January 2020, Wiley

    Pedro R. M. Inácio

  35. IoT-HarPSecA: A Framework and Roadmap for Secure Design and Development of Devices and Applications in the IoT Space

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  36. Recent trends in applying TPM to cloud computing

    Article • Security and Privacy, November 2019, Wiley

    Pedro R. M. Inácio

  37. IoT-HarPSecA

    Article • August 2019, ACM (Association for Computing Machinery)

    Musa Samaila, Pedro R. M. Inácio

  38. Guest Editorial Special Issue on Security and Forensics of Internet of Things: Problems and Solutions

    Article • IEEE Internet of Things Journal, August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  39. Societal risks of the end of physical cash

    Article • Futures, December 2018, Elsevier

    Pedro R. M. Inácio

  40. Security Threats and Possible Countermeasures in IoT Applications Covering Different Industry Domains

    Article • August 2018, ACM (Association for Computing Machinery)

    Musa Samaila, Pedro R. M. Inácio

  41. An exhaustive survey of IoT security challenges covering different application domains.

    Article • Security and Privacy, May 2018, Wiley

    Musa Samaila, Pedro R. M. Inácio

  42. Approaches for optimizing virtual machine placement and migration in cloud environments: A survey

    Article • Journal of Parallel and Distributed Computing, January 2018, Elsevier

    Pedro R. M. Inácio

  43. Applications of artificial immune systems to computer security: A survey

    Article • Journal of Information Security and Applications, August 2017, Elsevier

    Pedro R. M. Inácio

  44. CloudSim Plus: A cloud computing simulation framework pursuing software engineering principles for improved modularity, extensibility and correctness

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  45. Security Challenges of the Internet of Things

    Article • January 2017, Springer Science + Business Media

    Pedro R. M. Inácio

  46. Assessment of the Susceptibility to Data Manipulation of Android Games with In-app Purchases

    Article • January 2015, Springer Science + Business Media

    Pedro R. M. Inácio

  47. Fractal Beauty in Text

    Article • January 2015, Springer Science + Business Media

    Pedro R. M. Inácio

  48. A Quick Perspective on the Current State in Cybersecurity

    Article • January 2014, Elsevier

    Pedro R. M. Inácio

  49. Randomness in Virtual Machines

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  50. Secure user authentication in cloud computing management interfaces

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  51. Identification of Peer-to-Peer VoIP Sessions Using Entropy and Codec Properties

    Article • IEEE Transactions on Parallel and Distributed Systems, October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  52. Security issues in cloud environments: a survey

    Article • International Journal of Information Security, September 2013, Springer Science + Business Media

    Pedro R. M. Inácio

  53. Detection and classification of peer-to-peer traffic

    Article • ACM Computing Surveys, June 2013, ACM (Association for Computing Machinery)

    Pedro R. M. Inácio

  54. Real-time traffic classification based on statistical tests for matching signatures with packet length distributions

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  55. Corrigendum: Exploring Behavioral Patterns Through Entropy in Multimedia Peer-to-Peer Traffic

    Article • The Computer Journal, October 2012, Oxford University Press (OUP)

    Pedro R. M. Inácio

  56. Fast synthesis of persistent fractional Brownian motion

    Article • ACM Transactions on Modeling and Computer Simulation, March 2012, ACM (Association for Computing Machinery)

    Pedro R. M. Inácio

  57. Exploring Behavioral Patterns Through Entropy in Multimedia Peer-to-Peer Traffic

    Article • The Computer Journal, December 2011, Oxford University Press (OUP)

    Pedro R. M. Inácio

  58. On-line Detection of Encrypted Traffic Generated by Mesh-Based Peer-to-Peer Live Streaming Applications: The Case of GoalBit

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  59. Source traffic analysis

    Article • ACM Transactions on Multimedia Computing Communications and Applications, August 2010, ACM (Association for Computing Machinery)

    Pedro R. M. Inácio

  60. NetOdyssey - A New Tool for Real-Time Analysis of Network Traffic

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  61. Preface

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  62. The design and evaluation of the Simple Self-Similar Sequences Generator

    Article • Information Sciences, November 2009, Elsevier

    Pedro R. M. Inácio

  63. The Nature of Peer-to-Peer Traffic

    Article • October 2009, Springer Science + Business Media

    Pedro R. M. Inácio

  64. Analysis of Peer-to-Peer Traffic Using a Behavioural Method Based on Entropy

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  65. Analysis of the Impact of Intensive Attacks on the Self-Similarity Degree of the Network Traffic

    Article • August 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  66. 10G EPON Standardization in IEEE 802.3av Project

    Article • February 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  67. Zombie Identification Port

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  68. On EPON security issues

    Article • IEEE Communications Surveys & Tutorials, January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Pedro R. M. Inácio

  69. Preamble Encryption Mechanism for Enhanced Privacy in Ethernet Passive Optical Networks

    Article • January 2006, Springer Science + Business Media

    Pedro R. M. Inácio