highlights

A snapshot of my most recent activities: research milestones, keynotes, AI for software engineering, and community service roles in dependability and security.

Research Focus AI for Software Engineering: papers, benchmarks, and perspectives on LLMs for code generation, testing, and trustworthy software development
November 2025 Steering Committee Chair, IEEE International Symposium on Software Reliability Engineering (ISSRE)
June 2025 Steering Committee Member, International Symposium on Reliable Distributed Systems (SRDS)
February 2025 Member, Center for Trustworthy AI Through Model Risk Management (TAIM)

5 selected recent publications

2026

  1. SE Perspective on LLMs: Biases in Code Generation, Code Interpretability, and Code Security Risks
    R. Krasniqi, D. Xu, and M. Vieira
    ACM Computing Surveys, vol. 58, no. 5, pp. 137:1–137:16, 2026.

2025

  1. Why We Should Trust Systems, Not Just Their AI/ML Components
    M. Vieira
    IEEE Computer, vol. 58, no. 11, pp. 84–94, 2025.
  2. Polyglot: An Extensible Framework to Benchmark Code Translation with LLMs
    M. Vieira, P. Shah, B. Shah, and R. Krasniqi
    in 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025, Seoul, Korea, Republic of, November 16-20, 2025, pp. 2363–2375, 2025.
  3. Developing Attack Detection Models for Microservice Applications: A Comprehensive Framework and Its Illustration and Validation on DoS Attacks
    J. Castro, N. Laranjeiro, K. Goseva-Popstojanova, and M. Vieira
    IEEE Transactions on Dependable and Secure Computing, vol. 22, no. 6, pp. 6748–6766, 2025.
  4. Leveraging LLMs for Trustworthy Software Engineering: Insights and Challenges
    M. Vieira
    IEEE Computer, vol. 58, no. 7, pp. 79–90, 2025.
Marco's RA (Online)
Hi! I'm Marco Vieira's designated Research Assistant. I'm supposed to answer your questions but I really need to finish running this simulation script. What do you need?