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David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl et al.

POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance

August 25, 2024
https://www.vldb.org/pvldb/vol17/p1350-justen.pdf

Robin Kirchner, Jonas Möller, Marius Musch, David Klein, Konrad Rieck, Martin Johns

Dancer in the Dark: Synthesizing and Evaluating Polyglots for Blind Cross-Site Scripting

August 14, 2024
https://mlsec.org/docs/2024-sec.pdf

Lukas Muttenthaler, Frieda Born, Klaus Greff, Thomas Unterthiner, Andrew Lampinen, Klaus-Robert Müller, Mike Mozer

Evaluating and supervising vision models with multi-level similarity judgments

August 06, 2024
https://2024.ccneuro.org/pdf/538_Paper_authored_AligNet_Human_Part__CCN_2024_.pdf

Klara Bonneau, Jonas Lederer, Clark Templeton, David Rosenberger, Klaus-Robert Müller, Cecilia Clementi

Peering inside the black box: Learning the relevance of many-body functions in Neural Network potentials

July 05, 2024
https://arxiv.org/abs/2407.04526

Kai Norman Clasen, Leonard Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl

reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis

July 04, 2024
https://doi.org/10.48550/arXiv.2407.03653

Jonas Möller, Felix Weißberg, Lukas Pirch, Thorsten Eisenhofer, Konrad Rieck

Cross-Language Differential Testing of JSON Parsers

July 01, 2024
https://mlsec.tu-berlin.de/docs/2024b-asiaccs.pdf

Felix Weißberg, Jonas Möller, Tom Ganz, Erik Imgrund, Lukas Pirch, Lukas Seidel, Moritz Schloegel, Thorsten Eisenhofer, and Konrad Rieck

SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing

July 01, 2024
https://mlsec.org/docs/2024c-asiaccs.pdf