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Siddhartha Datta

Personal photo - Siddhartha Datta

Siddhartha Datta

Doctoral Student

Student, New College

Wolfson Building, Parks Road, Oxford OX1 3QD


Deep in privacy-preserving machine learning. Interested in system robustness with respect to neural network architecture, program execution, and user cognition. 

Current work: adversarial attacks, multi-party attacks, obfuscation, dark patterns



I Want My App That Way: Reclaiming Sovereignty Over Personal Devices. Konrad Kollnig, Siddhartha Datta, Max Van Kleek. In ACM CHI Conference on Human Factors in Computing Systems Late-Breaking Work. 2021.
DeepObfusCode: Source Code Obfuscation Through Sequence-to-Sequence Networks. Siddhartha Datta. In Advances in Intelligent Systems and Computing. 2021.


[GreaseDroid], [Fast power spectrum interpolation], [DeepObfusCode], [Decentralized steganography]

Institutional Affiliations

Active affiliations:
Human Centered Computing Group, U of Oxford
Dept of Astrophysics, U of Oxford
Systems Security Lab, U of Oxford
Dynamic Robot Systems Group, U of Oxford

Former affiliations:
Goldman Sachs
Credit Suisse
Société Générale
Language and Cognitive Development Lab, UC Berkeley
Knight Lab, UC Berkeley
CalUnmanned, UC Berkeley
Dept of Information Systems, HKUST
Dept of Management, HKUST


Michaelmas 2020

  • Computer Security

Hilary 2021

  • Artificial Intelligence
  • Advanced Security
  • Networks


Office: Room 470, Wolfson Building, Department of Computer Science

Selected Publications

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