Zifeng Kang (Johns Hopkins University)

In this talk, we present the experimental experience in the evaluation of ProbetheProto (NDSS’22), the first large-scale measurement study of client-side prototype pollution vulnerabilities. First, we discuss the challenges for deploying ProbetheProto on real-world websites and how we mitigate them in the deployment. We present a breakdown of real-world consequences and defenses found by ProbetheProto. Second, we describe how we compare ProbetheProto with a state-of-the-art detection tool. Specifically, we modify ObjLupAnsys, a Node.js prototype pollution detection tool, to support client-side applications. Results show that ProbetheProto significantly outperforms ObjLupAnsys in two experimental settings. Lastly, we experimentally evaluate the code coverage, the performance overhead, and the True Positive Rate (TPR) of ProbetheProto. We will also discuss our evaluation limitations.

Speaker's biography

Zifeng Kang is a third-year Ph.D. student at Johns Hopkins University. His research mainly focuses on program analysis of Web Security issues.

View More Papers

WIP: On Robustness of Lane Detection Models to Physical-World...

Takami Sato (UC Irvine) and Qi Alfred Chen (UC Irvine)

Read More

DRAWN APART: A Device Identification Technique based on Remote...

Tomer Laor (Ben-Gurion Univ. of the Negev), Naif Mehanna and Antonin Durey (Univ. Lille / Inria), Vitaly Dyadyuk (Ben-Gurion Univ. of the Negev), Pierre Laperdrix (CNRS, Univ. Lille, Inria Lille), Clémentine Maurice (CNRS), Yossi Oren (Ben-Gurion Univ. of the Negev), Romain Rouvoy (Univ. Lille / Inria / IUF), Walter Rudametkin (Univ. Lille / Inria), Yuval…

Read More

datAFLow: Towards a Data-Flow-Guided Fuzzer

Adrian Herrera (Australian National University), Mathias Payer (EPFL), Antony Hosking (Australian National University)

Read More

MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity

Shengwei An (Purdue University), Guanhong Tao (Purdue University), Qiuling Xu (Purdue University), Yingqi Liu (Purdue University), Guangyu Shen (Purdue University); Yuan Yao (Nanjing University), Jingwei Xu (Nanjing University), Xiangyu Zhang (Purdue University)

Read More