Automated End-to-End Dynamic Taint Analysis for WhatsApp

被引：0

作者：

Cela, Sopot ^{[1
]}

Ciancone, Andrea ^{[1
]}

Gustafsson, Per ^{[1
]}

Hajdu, Akos ^{[1
]}

Jia, Yue ^{[1
]}

Kapus, Timotej ^{[1
]}

Koshtenko, Maksym ^{[1
]}

Lewis, Will ^{[1
]}

Mao, Ke ^{[1
]}

Martac, Dragos ^{[1
]}

机构：

[1] Meta, London, England

来源：

COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024 | 2024年

关键词：

Taint analysis; simulation; testing;

D O I：

10.1145/3663529.3663824

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Taint analysis aims to track data flows in systems, with potential use cases for security, privacy and performance. This paper describes an end-to-end dynamic taint analysis solution for WhatsApp. We use exploratory UI testing to generate realistic interactions and inputs, serving as data sources on the clients and then we track data propagation towards sinks on both client and server sides. Finally, a reporting pipeline localizes tainted flows in the source code, applies deduplication, fllters false positives based on production call sites, and files tasks to code owners. Applied to WhatsApp, our approach found 89 flows that were fixed by engineers, and caught 50% of all privacy-related flows that required escalation, including instances that would have been diffcult to uncover by conventional testing.

引用

页码：21 / 26

页数：6

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