About me
I am an Assistant Professor at Linköping University (Sweden) and WASP AI/MLX Fellow. Prior to that, I worked as a security researcher at Nokia Bell Labs (Core Research) in Finland. My research is focused on trustworthy machine learning (ML). Trustworthy ML aims to ensure that ML-based services are robust, fair, transparent in their decisions, and accountable while ensuring the security of its building blocks and the privacy of the ML model, data, and users. I work on security, privacy, and governance aspects of trustworthy ML.
I obtained my PhD in Computer Science from Aalto University, where I worked on security and privacy of ML pipeline under the supervision of Prof. N. Asokan.
Open Positions: I am currently looking for highly motivated postdoctoral researchers. If you are interested in working on one of the topics below, or trustworthy ML in general, please email me a short paragraph outlining what you'd like to work on and why you are interested in this role, and attach your CV. Include the word "WASP Postdoc" to the subject.
What i'm doing
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Threat modeling, adversarial robustness of AI/ML models, model theft and model extraction via distillation
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Ownership verification protocols that safeguard against intellectual property violations pertaining to datasets and models
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Data privacy, access control, complience with privacy regulations, and governance in ML pipelines
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Trustworthy machine learning in real-time applications
You can download my CV here.
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