Numerik und Wissenschaftliches Rechnen
Probabilistic Data Structures in Adversarial Environments
Mathematisches Kolloquium im Sommersemester 2025
Wann?
21. Mai 2025, 17:15-19:00
Wo?
Hörsaal der Kernphysik
S2|14 24
Schlossgartenstr. 9
64289 Darmstadt
Veranstalter
FB Mathematik
Kontakt
Prof. Dr. Marc Fischlin, TU Darmstadt
Data structures provide a mechanism to organize data, usually providing methods to insert, delete, and search elements. Probabilistic data structures such as skip lists, hash tables,
and Cuckoo hashing use randomized strategies to improve the efficiency, often yielding better average-case results for some operations. The performance analyses of these probabilistic data structures, however, usually hinge on non-adversarially chosen inputs.
In this talk we discuss that these performance guarantees cannot be upheld for maliciously chosen data and present remedies against such vulnerabilities.
Tags
Mathematisches Kolloquium, Mathematik, Numerik, Didaktik