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Suman Jana

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Accurate Data Race Prediction in the Linux Kernel through Sparse Fourier LearningOOPSLA 20242024-10-20
A system called HBFourier uses sparse Fourier learning to predict feasibility of ordered memory-access pairs from a coverage-guided trace corpus, estimating…
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DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
DistAI simulates protocols to collect states, enumerates strongest possible invariants up to a bounded formula size, and checks inductiveness with an SMT-based…
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Automatically Detecting Error Handling Bugs Using Error SpecificationsUSENIX Security '162016-08-10
Automated tool EPEX uses under constrained symbolic execution plus explicit error specifications to explore only error paths and flag incorrect handling. It…
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