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Enhancing Dynamic Symbolic Execution by Automatically Learning Search Heuristics

Enhancing Dynamic Symbolic Execution by Automatically Learning Search Heuristics

We present a technique to automatically generate search heuristics for dynamic symbolic execution. A key challenge in dynamic symbolic execution is how to effectively explore the program's execution paths to achieve high code coverage in a limited time budget. Dynamic symbolic execution employs a search heuristic to address this challenge, …