Rock Stevens (University of Maryland), Josiah Dykstra (Independent Security Researcher), Wendy Knox Everette (Leviathan Security Group), James Chapman (Independent Security Researcher), Garrett Bladow (Dragos), Alexander Farmer (Independent Security Researcher), Kevin Halliday (University of Maryland), Michelle L. Mazurek (University of Maryland)

Digital security compliance programs and policies serve as powerful tools for protecting organizations' intellectual property, sensitive resources, customers, and employees through mandated security controls. Organizations place a significant emphasis on compliance and often conflate high compliance audit scores with strong security; however, no compliance standard has been systemically evaluated for security concerns that may exist even within fully-compliant organizations. In this study, we describe our approach for auditing three exemplar compliance standards that affect nearly every person within the United States: standards for federal tax information, credit card transactions, and the electric grid. We partner with organizations that use these standards to validate our findings within enterprise environments and provide first-hand narratives describing impact.

We find that when compliance standards are used literally as checklists --- a common occurrence, as confirmed by compliance experts --- their technical controls and processes are not always sufficient. Security concerns can exist even with perfect compliance. We identified 148 issues of varying severity across three standards; our expert partners assessed 49 of these issues and validated that 36 were present in their own environments and 10 could plausibly occur elsewhere. We also discovered that no clearly-defined process exists for reporting security concerns associated with compliance standards; we report on our varying levels of success in responsibly disclosing our findings and influencing revisions to the affected standards. Overall, our results suggest that auditing compliance standards can provide valuable benefits to the security posture of compliant organizations.

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Run Guo (Tsinghua University), Weizhong Li (Tsinghua University), Baojun Liu (Tsinghua University), Shuang Hao (University of Texas at Dallas), Jia Zhang (Tsinghua University), Haixin Duan (Tsinghua University), Kaiwen Sheng (Tsinghua University), Jianjun Chen (ICSI), Ying Liu (Tsinghua University)

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CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples

Honggang Yu (University of Florida), Kaichen Yang (University of Florida), Teng Zhang (University of Central Florida), Yun-Yun Tsai (National Tsing Hua University), Tsung-Yi Ho (National Tsing Hua University), Yier Jin (University of Florida)

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Precisely Characterizing Security Impact in a Flood of Patches...

Qiushi Wu (University of Minnesota), Yang He (University of Minnesota), Stephen McCamant (University of Minnesota), Kangjie Lu (University of Minnesota)

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Dynamic Searchable Encryption with Small Client Storage

Ioannis Demertzis (University of Maryland), Javad Ghareh Chamani (Hong Kong University of Science and Technology & Sharif University of Technology), Dimitrios Papadopoulos (Hong Kong University of Science and Technology), Charalampos Papamanthou (University of Maryland)

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