91 citations · 178 across the 17 of their papers we have counts for
4 papers · 1 filter
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…
Manifold Learning via Manifold Deflation
Daniel Ting, Michael I. Jordan
Nonlinear dimensionality reduction methods provide a valuable means to visualize and interpret high-dimensional data. However, many popular methods can fail dramatically, even on s…
Conditional Cuckoo Filters
Daniel Ting, Rick Cole
Bloom filters, cuckoo filters, and other approximate set membership sketches have a wide range of applications. Oftentimes, expensive operations can be skipped if an item is not in…
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…