Benchmarking Flaws Undermine Security Research.
IEEE Security & Privacy(2020)
摘要
Benchmarking systems is difficult. Mistakes can compromise guarantees and threaten reproducibility and comparability. We conduct a study to show that benchmarking flaws are widespread in systems security defense papers, even at tier-1 venues. We aim to raise awareness and provide recommendations for safeguarding the scientific process in our community.
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关键词
Benchmark testing,Computer security,Privacy,Fault diagnosis,Throughput
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