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.
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
Language and Cognitive Development Lab, UC Berkeley
Knight Lab, UC Berkeley
CalUnmanned, UC Berkeley
Dept of Information Systems, HKUST
Dept of Management, HKUST
- Computer Security
- Artificial Intelligence
- Advanced Security
Office: Room 470, Wolfson Building, Department of Computer Science
I Want My App That Way: Reclaiming Sovereignty Over Personal Devices
Konrad Kollnig‚ Siddhartha Datta and Max Van Kleek
Pages 8. 2021.