Workshop Overview
The Learning from Authoritative Security Experiment Results (LASER) workshop series focuses on learning from and improving cybersecurity experiment results. The workshop strives to provide a highly interactive, collegial environment for discussing and learning from experimental methodologies, execution, and results. Ultimately, the workshop seeks to foster a dramatic change in the experimental paradigm for cybersecurity research, improving the overall quality and reporting of practiced science.
Each year, the LASER committee chooses a slightly different focus and approach to help the community reach the overall goals of the effort.
This year, the LASER workshop invites participation by authors of accepted ACSAC papers to come together to explore and discuss the experimental aspects of their work. Conference papers all too often must focus on research results and contain limited discussion of the experimental aspects of the work. LASER will provide authors the opportunity to lead focused discussion on the experimental approaches and methodologies used to obtain their results.
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Proceedings & Materials
Papers, Slides & Videos
- Threats in Crowdsourcing Threat Intelligence for Practical Threat Triaging LASER Slides PDF ACSAC Paper Abstract & Speakers
- Exploring Backdoors in Federated Graph Neural Networks LASER Slides PDF ACSAC Paper Abstract & Speakers
- Simulation of Differentially Private Federated Meta-learning Systems LASER Slides PDF ACSAC Paper Abstract & Speakers
- Torches on Pitchfork: Multi-feature Evaluation of a Security-oriented Programming Toolchain LASER Slides PDF ACSAC Paper Abstract & Speakers
- Invited Talk: Towards True Reproducibility of Findings in Cybersecurity Research Slides PDF
- Design and Methodology of a Longitudinal Honeypot Study LASER Slides PDF ACSAC Paper Abstract & Speakers
- Performance Analysis: Robust Combiners vs. Secret Sharing LASER Slides PDF ACSAC Paper Abstract & Speakers