Unverified50% confidenceBenchmarkExact time
在实际模糊测试基准中，PIN的吞吐量通常比原生执行低10至50倍
1
Sources
50%
Confidence
Long-term
Relevance
7/6/2026
First Seen
Sources
Binary Coverage Analysis Without Source Code: INT3 Breakpoint Traps and Hardware Tracing in Practice
hackernewshackernews7/5/2026
Related Claims
UnverifiedWith unstructured sparsity, even when theoretical computation is reduced by more than 90%, actual execution time may decrease by only 10–20% or even less.65% similarUnverified实验数据显示，经过5-10轮迭代训练后，模型在低频词汇和长尾知识上的覆盖率下降超过40%，而输出文本在表面流畅性上几乎没有可察觉的退化64% similarUnverifiedThe accuracy data in the test has an error margin of approximately ±8–10 percentage points at n=100 sample size (based on a 95% confidence-level binomial confidence interval).64% similarUnverifiedLID accuracy at switching points is typically 10–20 percentage points lower than LID accuracy at non-switching points.63% similar
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