Lunch Talk: ML for Security: A Journey Through Software Layers
Detecting software vulnerabilities with Machine Learning – bridging potential and reality.
On April 23, 2026, BIFOLD will host a Lunch Talk featuring Felix Weißberg. The session explores how effectively security vulnerabilities can be detected across various software layers, covering both custom source code and proprietary dependencies that researchers and enterprises rely on.
Felix Weißberg will provide a critical examination of state-of-the-art, ML-driven approaches in the security domain. The talk aims to present a balanced view of the current landscape, tempering the significant potential of machine learning with a sobering look at real-world implementation. As part of the BIFOLD Lunch Talk series, this event serves as a platform for dialogue on Machine Learning and Big Data research, offering excellent opportunities for networking among researchers and external partners.
- Date: April 23, 2026
- Time: 12:00 PM – 1:00 PM
- Location: BIFOLD, FR701, 7th floor, Franklinstr. 28-29, 10587 Berlin & Online
- Organizer: BIFOLD (Berlin Institute for the Foundations of Learning and Data)
- Admission: Registration required (via email to Dr. Laura Wollenweber)
- Focus: Machine Learning, Cybersecurity, Software Security, Big Data
- Audience: BIFOLD members, fellows, researchers, and external partners