Automated Analysis of Confidential Computing Frameworks with Sailor

Saturday 22 March 2025


The latest advancements in computer security have led to a significant breakthrough in identifying vulnerabilities in confidential computing frameworks. A team of researchers has developed a tool called Sailor, which can automatically analyze complex Instruction Set Architectures (ISAs) and identify security-sensitive ISA-state that needs to be swapped during context switches.


Confidential computing is a crucial aspect of modern computing, as it enables the creation of secure environments for sensitive data processing. However, ensuring the security of these environments is a challenging task due to the complexity of ISAs and the need to manually analyze them to identify potential vulnerabilities.


Sailor addresses this challenge by leveraging machine-readable ISA specifications written in Sail, a language designed specifically for this purpose. The tool parses Sail code to identify which ISA-state needs to be swapped during context switches between different security domains.


The researchers used Sailor to analyze four open-source confidential computing frameworks on the RISC-V ISA and detected three classes of mishandled ISA-state. Two of these classes stem from ISA-extensions, highlighting the importance of considering these extensions when developing secure software.


One of the key benefits of Sailor is its ability to automate the tedious task of manually analyzing complex ISAs. This not only saves time but also reduces the risk of human error, which can be a significant problem in security-critical code.


The researchers believe that Sailor has the potential to significantly improve the security of confidential computing frameworks by providing a more comprehensive understanding of ISA-state and its implications for context switches. They hope that their tool will become an essential component of the development process for secure software.


The implications of this research are far-reaching, as it has the potential to benefit not only confidential computing but also other areas of computer security where complex ISAs are used. By providing a more automated and comprehensive approach to analyzing ISA-state, Sailor can help developers create more secure software and reduce the risk of vulnerabilities being exploited.


In addition to its practical applications, this research also highlights the importance of considering the complexities of ISAs when developing secure software. As computing continues to evolve and become increasingly complex, it is essential that researchers and developers prioritize the security of their systems to protect against potential threats.


Overall, Sailor represents a significant step forward in the development of secure confidential computing frameworks and has the potential to make a meaningful impact on the field of computer security.


Cite this article: “Automated Analysis of Confidential Computing Frameworks with Sailor”, The Science Archive, 2025.


Computer Security, Confidential Computing, Instruction Set Architectures, Isas, Sailor, Sail, Risc-V, Context Switches, Security Domains, Secure Software


Reference: Neelu S. Kalani, Thomas Bourgeat, Guerney D. H. Hunt, Wojciech Ozga, “Automatic ISA analysis for Secure Context Switching” (2025).


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