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Computer Science

D-Index
40
Citations
14140
World Ranking
9039
National Ranking
113

Overview

Prateek Saxena is affiliated with the National University of Singapore in Singapore. Their research predominantly spans the field of Computer Science with a focus on several subfields including Artificial Intelligence, Information Systems, Computer Networks and Communications, Software, and Signal Processing.

Their recent publications encompass a range of topics related to security, privacy, and machine learning. Notable papers include:

  • "Epione: Lightweight Contact Tracing with Strong Privacy" (2020, arXiv (Cornell University))
  • "LPGNet" (2022, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security)
  • "Membership Inference Attacks and Generalization" (2022, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security)
  • "Using Throughput-Centric Byzantine Broadcast to Tolerate Malicious Majority in Blockchains" (2022, 2022 IEEE Symposium on Security and Privacy (SP))
  • "Dynamic Binary Translation for SGX Enclaves" (2022, ACM Transactions on Privacy and Security)

This body of work involves themes such as adversarial robustness in machine learning, security and verification in computing, privacy-preserving technologies in data, blockchain technology applications and security, advanced malware detection techniques, software testing and debugging techniques, and privacy, security, and data protection.

Prateek Saxena frequently collaborates with a number of researchers. Prominent coauthors in their work include:

  • Aashish Kolluri
  • Teodora Baluta
  • Ruomu Hou
  • Haifeng Yu
  • Shweta Shinde

Their research has been published across several venues, with multiple contributions to arXiv (Cornell University). Other venues include the Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, Proceedings of the ACM on Programming Languages, the 2022 IEEE Symposium on Security and Privacy (SP), and ACM Transactions on Privacy and Security.

Best Publications

  • Making Smart Contracts Smarter.

    Loi Luu;Duc-Hiep Chu;Hrishi Olickel;Prateek Saxena

  • On Scaling Decentralized Blockchains

    Kyle Croman;Christian Decker;Ittay Eyal;Adem Efe Gencer

  • A Secure Sharding Protocol For Open Blockchains

    Loi Luu;Viswesh Narayanan;Chaodong Zheng;Kunal Baweja

  • BitBlaze: A New Approach to Computer Security via Binary Analysis

    Dawn Song;David Brumley;Heng Yin;Juan Caballero

  • Finding The Greedy, Prodigal, and Suicidal Contracts at Scale

    Ivica Nikolić;Aashish Kolluri;Ilya Sergey;Prateek Saxena

  • A Symbolic Execution Framework for JavaScript

    Prateek Saxena;Devdatta Akhawe;Steve Hanna;Feng Mao

  • Data-Oriented Programming: On the Expressiveness of Non-control Data Attacks

    Hong Hu;Shweta Shinde;Sendroiu Adrian;Zheng Leong Chua

  • Demystifying incentives in the consensus computer.

    Loi Luu;Jason Teutsch;Raghav Kulkarni;Prateek Saxena

  • Document Structure Integrity: A Robust Basis for Cross-site Scripting Defense.

    Yacin Nadji;Prateek Saxena;Dawn Song

  • Panoply: Low-TCB Linux Applications With SGX Enclaves.

    Shweta Shinde;Dat Le Tien;Shruti Tople;Prateek Saxena

  • Preventing Page Faults from Telling Your Secrets

    Shweta Shinde;Zheng Leong Chua;Viswesh Narayanan;Prateek Saxena

  • Loop-extended symbolic execution on binary programs

    Prateek Saxena;Pongsin Poosankam;Stephen McCamant;Dawn Song

  • Protecting Browsers from Extension Vulnerabilities

    Adam Barth;Adrienne Porter Felt;Prateek Saxena;Aaron Boodman

  • Auror: defending against poisoning attacks in collaborative deep learning systems

    Shiqi Shen;Shruti Tople;Prateek Saxena

  • A Traceability Analysis of Monero's Blockchain.

    Amrit Kumar;Clément Fischer;Shruti Tople;Prateek Saxena

  • On the Limits of Information Flow Techniques for Malware Analysis and Containment

    Lorenzo Cavallaro;Prateek Saxena;R. Sekar

  • Automatic generation of data-oriented exploits

    Hong Hu;Zheng Leong Chua;Sendroiu Adrian;Prateek Saxena

  • Fast and precise sanitizer analysis with BEK

    Pieter Hooimeijer;Benjamin Livshits;David Molnar;Prateek Saxena

  • A systematic analysis of XSS sanitization in web application frameworks

    Joel Weinberger;Prateek Saxena;Devdatta Akhawe;Matthew Finifter

  • FLAX: Systematic Discovery of Client-side Validation Vulnerabilities in Rich Web Applications.

    Prateek Saxena;Steve Hanna;Pongsin Poosankam;Dawn Song

Frequent Co-Authors

Zhenkai Liang
Zhenkai Liang National University of Singapore
Dawn Song
Dawn Song University of California, Berkeley
David Molnar
David Molnar Microsoft (United States)
Abhik Roychoudhury
Abhik Roychoudhury National University of Singapore
Benjamin Livshits
Benjamin Livshits Imperial College London
Margus Veanes
Margus Veanes Microsoft (United States)
Beng Chin Ooi
Beng Chin Ooi National University of Singapore
Vyas Sekar
Vyas Sekar Carnegie Mellon University
R. C. Sekar
R. C. Sekar Stony Brook University
Reza Shokri
Reza Shokri National University of Singapore

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