Salijona Dyrmishi

Hi! I’m a researcher working at the intersection of AI/ML and Cybersecurity. Currently I work at Swift, on ensuring secure adoption of AI systems in the financial sector.

My research focuses on making AI/ML systems more secure and trustworthy, especially against adversarial attacks. I’m particularly interested in high-stakes domains like malware detection or fraud prevention, where small vulnerabilities can have serious consequences. Recently, I’ve also been exploring synthetic data for tabular datasets.

If you’d like a quick overview, here’s a 5-minute pitch video with the motivation, the challenges, and what makes this research both exciting and necessary.

I completed my Ph.D. at the University of Luxembourg, my Master’s at the University of Tartu in Estonia and my Bachelor’s at the University of Tirana in Albania, including a one-year exchange at NTNU in Norway.

Always happy to chat about adversarial threats and defenses in AI/ML, feel free to get in touch!