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Somnath Ma­zum­dar

Tenure Track Assistant Professor

Emner
Digitalisering Maskinlæring Teknologi Sikkerhed

Primary research areas

Pri­vacy-En­han­cing Com­pu­ta­tion (Data Fo­cused)
It en­ables se­cure data pro­cessing and shar­ing while safe­guard­ing con­fid­en­ti­al­ity and meet­ing reg­u­lat­ory stand­ards, fos­ter­ing trus­ted col­lab­or­a­tion across or­gan­iz­a­tions.
Trans­fer learn­ing for value cre­ation
It en­hances AI mod­el ac­cur­acy even with lim­ited do­main-spe­cif­ic data, en­abling busi­nesses to un­lock new in­sights and trans­form data into a tan­gible com­pet­it­ive ad­vant­age.
Cloud-Nat­ive Per­form­ance En­gin­eer­ing
It is es­sen­tial for achiev­ing seam­less scalab­il­ity, ef­fi­ciency, and cost-ef­fect­ive­ness. By em­bed­ding per­form­ance en­gin­eer­ing early in the li­fe­cycle, or­gan­iz­a­tions can en­sure re­si­li­ent ser­vices, ul­ti­mately turn­ing per­form­ance into a de­cis­ive stra­tegic ad­vant­age.

I ex­plore prob­lems, choose the tech, and drive in­nov­a­tion

My research confronts one of society’s greatest technological imperatives: creating digital ecosystems where privacy, security, and trust are not compromises, but guarantees. By advancing blockchain, cloud/fog/IoT platforms, and machine learning models, I aim to redefine how sensitive data and code are protected during computation, ensuring that security scales seamlessly with innovation. The impact reaches far beyond technical domains: empowering individuals with sovereignty over their data, enabling companies to operate responsibly under strict regulations, and fostering transparent systems that strengthen public trust. I am driven by the vision of a digital future where progress and ethics advance hand in hand. As threats to privacy and cybersecurity intensify, I see an urgent need for solutions that do more than mitigate risks. They must transform how society interacts with technology

november 2025

ADAPT

An Effective Data-Aware Multicloud Data Placement Framework

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3. juli 2025

Developing Blockchain-based Transparent E-commerce Solutions for Danish SMEs to Promote Sustainable Design Products

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marts 2025

HiPerConTracer 3.0

Transport-level Packet Routing Analysis Tool

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