Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: How to perform a systematic security analysis of complex applications is a challenging and open question. Approaches based on formal verification are impeded due to the lack of application specifications. To address this challenge,  propose a framework, called ASPIRE, that enables analysts to automatically synthesize specifications from examples such as application input-output examples and system demonstrations. Our approach starts by synthesizing the initial candidate specifications in a domain specific language that conform to the examples, and iteratively prunes the candidate set by incorporating more user feedback.  implement a prototype of ASPIRE for synthesizing and checking specifications of b applications, although our approach is not limited to b security, and use it in three case studies to demonstrate the discovery of complex vulnerabilities in implementations of real world b applications. Our work is the first to design a general framework that leverages program synthesis techniques for security applications.
['Kevin Zhijie Chen', 'Warren He', 'Devdatta Akhawe', "Vijay D'Silva", 'Prateek Mittal', 'Dawn Song']
I am writing a research paper on a idea ASPIRE: iterative specification synthesis for security
[{"from": "human", "value": "I am writing a research paper on a idea ASPIRE: iterative specification synthesis for security"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: How to perform a systematic security analysis of complex applications is a challenging and open question. Approaches based on formal verification are impeded due to the lack of application specifications. To address this challenge,  propose a framework, called ASPIRE, that enables analysts to automatically synthesize specifications from examples such as application input-output examples and system demonstrations. Our approach starts by synthesizing the initial candidate specifications in a domain specific language that conform to the examples, and iteratively prunes the candidate set by incorporating more user feedback.  implement a prototype of ASPIRE for synthesizing and checking specifications of b applications, although our approach is not limited to b security, and use it in three case studies to demonstrate the discovery of complex vulnerabilities in implementations of real world b applications. Our work is the first to design a general framework that leverages program synthesis techniques for security applications."}]