Machine Learning and Static Analysis for Building Software Verification Portfolios

Are you interested in Machine Learning and Formal Methods?

We are looking for students to work on Verifolio, our machine learning-based portfolio software verifier.
Verifolio uses static analysis and machine learning to automatically pick a suitable verification tool for a given verification task.

Currently, Verifolio is trained and evaluated on data from the Intl. Competition on Software Verification (SV-COMP) using Support Vector Machines (SVM). It outperforms any standalone software verifier in the competition. We are looking for motivated students who will

  • update Verifolio to the latest edition of SV-COMP (SV-COMP’17)
  • facilitate further machine learning algorithms, in particular (deep) neural networks
  • advance our understanding of the trained model (e.g., for feature selection)
  • implement new static analyses to extend our feature set
  • improve our infrastructure for running experiments


[Contact Florian ZulegerThomas Pani]

Latest News

Helmut Veith Stipend 2017: Deadline Extension (November 30)

The application deadline for the Helmut Veith Stipend 2017 has been extended to November 30. The stipend is dedicated to the memory of an outstanding computer scientist who worked in the fields of logic in computer science, computer-aided verification, software engineering, and computer security. We encourage all female master’s students attending (or planning to attend) […]

Continue reading

Helmut Veith Stipend 2017

Outstanding female students in the field of computer science who pursue (or plan to pursue) one of the master‘s programs in Computer Science at TU Wien taught in English are invited to apply for the Helmut Veith Stipend

Continue reading

Helmut Veith Stipend

The first recipient of the Helmut Veith Stipend for excellent female master’s students in computer science will be presented on March 14 at the following event: "More female students in computer science. Who cares?" Panel discussion with renowned scientists about diversity in STEM Studies March 14, 5:30pm, TU Wien The Helmut Veith Stipend is dedicated […]

Continue reading

Full news archive