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USENIX Security '21 - Sharing More and Checking Less: Leveraging Common Input Keywords to Detect...

09.04.2021
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USENIX Security '21 - Sharing More and Checking Less: Leveraging Common Input Keywords to Detect Bugs in Embedded Systems
Libo Chen, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University; Yanhao Wang, QI-ANXIN Technology Research Institute; Quanpu Cai and Yunfan Zhan, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University; Hong Hu, Pennsylvania State University; Jiaqi Linghu, QI-ANXIN Technology Research Institute; Qinsheng Hou, QI-ANXIN Technology Research Institute; Shandong University; Chao Zhang and Haixin Duan, BNRist & Institute for Network Science and Cyberspace, Tsinghua University; Tsinghua University-QI-ANXIN Group JCNS; Zhi Xue, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University
IoT devices have brought invaluable convenience to our daily life. However, their pervasiveness also amplifies the impact of security vulnerabilities. Many popular vulnerabilities of embedded systems reside in their vulnerable web services. Unfortunately, existing vulnerability detection methods cannot effectively nor efficiently analyze such web services: they either introduce heavy execution overheads or have many false positives and false negatives.
In this paper, we propose a novel static taint checking solution, SaTC, to effectively detect security vulnerabilities in web services provided by embedded devices. Our key insight is that, string literals on web interfaces are commonly shared between front-end files and back-end binaries to encode user input. We thus extract such common keywords from the front-end, and use them to locate reference points in the back-end, which indicate the input entry. Then, we apply targeted data-flow analysis to accurately detect dangerous uses of the untrusted user input. We implemented a prototype of SaTC and evaluated it on 39 embedded system firmwares from six popular vendors. SaTC discovered 33 unknown bugs, of which 30 are confirmed by CVE/CNVD/PSV. Compared to the state-of-the-art tool KARONTE, SaTC found significantly more bugs on the test set. It shows that, SaTC is effective in discovering bugs in embedded systems.
View the full USENIX Security '21 Program at https://www.usenix.org/conference/usenixsecurity21/technical-sessions