Prateek Saxena

Associate Professor
Computer Science Division
COM3-02-03,
School of Computing
National University of Singapore

Email: prateeks at comp dot nus dot edu dot sg

Hi! I am faculty member in the Computer Science Department at National University of Singapore.

My research is on security of machine learning and software/hardware systems.

Current Research Thrusts:

Security & Privacy for ML: Robust Aggregation, Crypto ML, Differential Privacy, Quantitative Verification (eg. see MAPS)
Rethinking Security in Processors: Secure Enclaves, ISA / Architecture Design, and Safe HDLs (eg. see CAPSTONE)
Automatic Program Translation: C to Rust, and between Scripting Languages (eg. see APT)

(2009 - 2016) Web Security: Defenses for Script Injection Attacks, Design of Browser Extensions, String SMT
(2008 - 2016) Memory Safety: Binary Analysis, Taint Tracking, Data-oriented Attacks
(2015 - 2022) Distributed Systems Security: Byzantine Consensus in Permissionless Networks, Security in Decentralized Finance
(2014 - 2022) Privacy: Differential Privacy for Graph Learning, Anonymity and Obliviousness in Distributed Systems