About me
I am a security researcher at Nokia Bell Labs (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 fair, transparent in their decisions, and accountable while ensuring the security of its building blocks and the privacy of the ML model, data, and customers. 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.
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.
