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Optimizing Input Minimization in Kernel FuzzingUSENIX ATC '252025-07-07
Introduces SyzMini, a Syzkaller patch that implements influence-guided call removal and type-informed argument simplification to cut minimization executions…
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Robustifying Debug Information Updates in LLVM via Control-Flow Conformance AnalysisPLDI 20252025-06-16
Tool MetaLoc instruments LLVM optimization passes, uses control-flow conformance analysis to infer correct debug-location updates, and emits patch skeletons…
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Evaluating the effectiveness of Deep Learning Models for Foundational Program Analysis(…)OOPSLA 20242024-10-20
Compares CuBERT, CodeBERT, GGNN and Graph Sandwiches on two concrete tasks—alias prediction (must/may/must-not) and semantic equivalence—using a new CodeSem…
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Fully Automated Functional Fuzzing of Android Apps for Detecting Non-Crashing Logic BugsOOPSLA 20212021-10-17
Proposes independent view fuzzing and a tool called Genie that automatically mines a GUI transitional model, finds independent event traces, injects them into…
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