Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery.
Erik ImgrundTom GanzMartin HärterichLukas PirchNiklas RisseKonrad RieckPublished in: AISec@CCS (2023)
Keyphrases
- learning algorithm
- learning process
- learning systems
- reinforcement learning
- active learning
- knowledge acquisition
- online learning
- computer based instruction
- computer programming
- learning problems
- background knowledge
- learning strategies
- supervised learning
- prior knowledge
- mobile devices
- website
- knowledge base
- inductive learning
- learning scheme
- real time
- computer assisted instruction
- database