Machine Learning and Security
Intelligent Security Systems and Attack-Resilient Machine Learning
The research group led by Prof. Dr. Konrad Rieck conducts fundamental research at the intersection of computer security and machine learning. On the one end, we are interested in developing intelligent systems that can learn to protect computers from attacks and identify security problems automatically. On the other end, we explore the security and privacy of machine learning by developing novel attacks and defenses.
Dancer in the Dark: Synthesizing and Evaluating Polyglots for Blind Cross-Site Scripting
Battle of Wits: To What Extent Can Fraudsters Disguise Their Tracks in International Bypass Fraud?
SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing
I still know it's you! On Challenges in Anonymizing Source Code
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)
BIFOLD researchers present four papers at ASIACCS 2024
The 19th ACM ASIA Conference on Computer and Communications Security (ASIACCS 2024) will take place in Singapore from July 1 to July 5, 2024. The conference will focus on specific areas of computer science, such as information security and information privacy.
IEEE Test-of-Time Award for Konrad Rieck
Together with his former PhD student Fabian Yamaguchi and the entire team, Konrad Rieck won the Test-of-Time Award at the IEEE Symposium on Security and Privacy for their paper: "Modeling and Discovering Vulnerabilities with Code Property Graphs ". The IEEE Symposium on Security and Privacy is the oldest and most important conference in computer security. Each year, the "Test-of-Time Award" is given to papers that significantly influenced research and can be described as groundbreaking.
Researcher Spotlight: Dr. Alexander Warnecke
Congratulations to Dr. Alexander Warnecke who succesfully defended his PhD "Security Viewpoints on Explainable Machine Learning" on April 16, 2024.
Research Group Lead
Doctoral Researcher
Secretary MLSEC & DAMS
Doctoral Researcher
Doctoral Researcher
Postdoctoral Researcher