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P2 Are mobile banking apps secure? what can be improved?

移动银行应用安全吗?有哪些可以改进?
FSE Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering2018匹配度 1/10 · 该论文是对移动银行应用安全性的实证研究,核心是漏洞报告、修复流程和漏洞检测工具评估,与用户关注的 PL 与 AI/LLM 交叉、浮点程序分析、贝叶斯程序分析等方向基本无关。虽然涉及漏洞检测工具,但不涉及 LLM/Agent、形式化验证或程序分析理论,匹配度很低。引用 75 inbox
Sen Chen, Ting Su, Lingling Fan, Guozhu Meng, Minhui Xue, Yang Liu, Lihua Xu
crossref: 2026-09-12

AI 速览

一句话:对693个移动银行应用的安全性进行大规模实证研究,揭示漏洞理解偏差、检测工具局限及改进方向。

移动银行应用作为金融科技的代表被广泛采用,但作者先前在693个银行应用中发现数千个漏洞,表明其安全性不及预期。本文旨在理解这些应用的安全现状。方法上,作者用6个月追踪这些漏洞的报告与修补过程,审计4个最先进的漏洞检测工具在已修补漏洞上的表现,并与7家银行实体进行面对面或在线讨论,同时通过在线调查收集金融应用开发者的反馈。研究发现:(1) 人们对漏洞的理解不一致,严重性评级标准各异;(2) 最先进的工具在检测银行实体最关心的漏洞方面效果不佳;(3) 需要在多个方面付出更多努力来保护银行应用。作者认为该研究有助于弥合现有差距,激励银行实体、研究人员和政策制定者共同更好地解决安全问题。

问题
移动银行应用广泛采用,但先前工作发现其中存在数千个漏洞,表明其安全性不如预期,而当前漏洞修补过程和检测工具的有效性尚不明确。
方法
追踪693个银行应用中漏洞的6个月报告与修补过程,审计4个最先进的漏洞检测工具,并与7家银行实体讨论及在线调查金融应用开发者。
评估
通过漏洞修补追踪、工具审计和多方调研,揭示漏洞理解与评级不一致、现有工具检测效果有限等关键发现。
原文摘要(Abstract)

Mobile banking apps, as one of the most contemporary FinTechs, have been widely adopted by banking entities to provide instant financial services. However, our recent work discovered thousands of vulnerabilities in 693 banking apps, which indicates these apps are not as secure as we expected. This motivates us to conduct this study for understanding the current security status of them. First, we take 6 months to track the reporting and patching procedure of these vulnerabilities. Second, we audit 4 state-of the-art vulnerability detection tools on those patched vulnerabilities. Third, we discuss with 7 banking entities via in-person or online meetings and conduct an online survey to gain more feedback from financial app developers. Through this study, we reveal that (1) people may have inconsistent understandings of the vulnerabilities and different criteria for rating severity; (2) state-of-the-art tools are not effective in detecting vulnerabilities that the banking entities most concern; and (3) more efforts should be endeavored in different aspects to secure banking apps. We believe our study can help bridge the existing gaps, and further motivate different parties, including banking entities, researchers and policy makers, to better tackle security issues altogether.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot4674,
  title = {Are mobile banking apps secure? what can be improved?},
  author = {Sen Chen and Ting Su and Lingling Fan and Guozhu Meng and Minhui Xue and Yang Liu and Lihua Xu},
  booktitle = {FSE},
  year = {2018},
  doi = {10.1145/3236024.3275523}
}