Machine Learning for Offensive Computer Security

Project Information

MALFOY

Grant agreement ID: 101043410

DOI

10.3030/101043410

EC signature date 15 September 2022

Start date 1 January 2023

End date 31 December 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 962 000,00

EU contribution

€ 1 962 000,00

Coordinated by

TECHNISCHE UNIVERSITAT BERLIN
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (7)

Lazy Gatekeepers: A Large-Scale Study on SPF Configuration in the Wild

Author(s): Stefan Czybik; Micha Horlboge; Konrad Rieck
Published in: Proceedings of the ACM on Internet Measurement Conference, 2023
Publisher: ACM
DOI: 10.48550/arXiv.2502.08240

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

Author(s): Felix Weissberg; Jonas Mller; Tom Ganz; Erik Imgrund; Lukas Pirch; Lukas Seidel; Moritz Schloegel; Thorsten Eisenhofer; Konrad Rieck
Published in: Proceedings of the ACM Asia Conference on Computer and Communications Security, 2024
Publisher: ACM
DOI: 10.14279/depositonce-21396

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

Author(s): Robin Kirchner, Jonas Mller, Marius Musch, David Klein, Konrad Rieck, Martin Johns.
Published in: Proceedings of the USENIX Security Symposium, 2025
Publisher: USENIX

On the Role of Pre-trained Embeddings in Binary Code Analysis

Author(s): Alwin Maier, Felix Weissberg, Konrad Rieck
Published in: Proceedings of the ACM Asia Conference on Computer and Communications Security, 2024
Publisher: ACM
DOI: 10.48550/arXiv.2502.08682

Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery

Author(s): Erik Imgrund; Tom Ganz; Martin Hrterich; Lukas Pirch; Niklas Risse; Konrad Rieck
Published in: Proceedings of the ACM Workshop on Artificial Intelligence and Security, 2023
Publisher: ACM
DOI: 10.14279/depositonce-20665

Cross-Language Differential Testing of JSON Parsers

Author(s): Jonas Mller; Felix Weiberg; Lukas Pirch; Thorsten Eisenhofer; Konrad Rieck
Published in: Proceedings of the ACM Asia Conference on Computer and Communications Security, 2024
Publisher: ACM
DOI: 10.14279/depositonce-21322

"No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning"

Author(s): Thorsten Eisenhofer; Erwin Quiring; Jonas Mller; Doreen Riepel; Thorsten Holz; Konrad Rieck
Published in: Proceedings of the USENIX Security Symposium, 2023
Publisher: USENIX

Peer reviewed articles (1)

I still know it's you! On Challenges in Anonymizing Source Code

Author(s): Micha Horlboge, Erwin Quiring, Roland Meyer, Konrad Rieck
Published in: Proceedings on Privacy Enhancing Technologies, Issue 2024, 2024, ISSN 2299-0984
Publisher: Privacy Enhancing Technologies Symposium Advisory Board
DOI: 10.48550/arXiv.2208.12553