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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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Validating the eBPF Verifier via State Embedding18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
State embedding validates the eBPF verifier by taking concrete runtime states from profiling and folding, encoding them into an eBPF program so the verifier…
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Verification and Machine LearningEMSOFT 20222022-10-07
An MILP encoding for quantized DNNs is implemented in Python with a commercial MILP backend and beats SMT baselines on standard benchmarks (315 instances…
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KSG: Augmenting Kernel Fuzzing with System Call Specification GenerationUSENIX ATC '222022-07-11
KSG automatically generates Syzlang system call specs by using eBPF/kprobe tracing to extract module entry points, then path-sensitive, symbolic analysis to…
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