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cs.CR2020★ 1 cited
HyperLogLog (HLL) Security: Inflating Cardinality Estimates
Pedro Reviriego, Pablo Adell, Daniel Ting
Counting the number of distinct elements on a set is needed in many applications, for example to track the number of unique users in Internet services or the number of distinct flo…
cs.CR2020★ 24 cited
Security of HyperLogLog (HLL) Cardinality Estimation: Vulnerabilities and Protection
Pedro Reviriego, Daniel Ting
Count distinct or cardinality estimates are widely used in network monitoring for security. They can be used, for example, to detect the malware spread, network scans, or a denial…