State-based path-sensitive symbolization function digest algorithm
A technology of function abstraction and symbolization, applied in the field of program analysis, it can solve the problems of inability to achieve context sensitivity, low analysis precision, and high false negative rate, and achieve the effects of easy instantiation, concise summary information, and good scalability.
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[0048] refer to figure 1 , a state-based path-sensitive symbolic function summarization algorithm, roughly divided into 5 parts. In the stage of constructing the function call graph, the source code is first compiled. During the compilation process, the function call graph (CallGraph) is constructed. Finally, the functions in the graph are analyzed in sequence using symbolic execution technology according to the topological order. In the intra-procedural analysis stage, first construct the function control flow graph, and then use the queuing algorithm to perform symbolic execution on the elements in the CFG. During the symbolic execution process, report errors that can be determined and report information that cannot be reported depending on the context. Record. In the function summary collection stage, when a function return statement is encountered, the symbolized program state is used as a function summary, and path conditions are stored into the program state. In the ap...
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