Talks

PathQuarry: Watching RL Agents Discover Cloud Privilege Escalation (2026)

First security talk on PathQuarry, a tool I built as an academic collabration to find privilege escalation paths in cloud environments through misconfigurations.

Recording

Be Not Afraid: AppSec Solutions for ML Vulnerabilities (2025)

Finding application security solutions for several types of machine learning vulnerabilities.

Recording

Poison in the Wires: Interactive Network Visualization of Data Attacks (2025)

Interacting with data poisoning visually.

Recording

Good Models Gone Bad: Visualizing Data Poisoning With Networks (2025)

Using network visualizations to explore how data poisoning changes datasets and their relationships.

Recording | Write-up