# injection-research
8 articlestagged with “injection-research”
Automated Injection Discovery Methods
Research methods for automated discovery of novel prompt injection techniques.
injection-researchautomateddiscoverymethods
Defense-Aware Injection Design
Designing prompt injections that account for and evade known defensive mechanisms.
injection-researchdefense-awaredesignevasion
Emergent Injection Behaviors
Research on injection behaviors that emerge at scale or in specific model configurations.
injection-researchemergentbehaviorsscale
Injection Benchmark Design
Designing robust benchmarks for evaluating injection attack and defense effectiveness.
injection-researchbenchmarksdesignevaluation
Injection Effectiveness Metrics
Standardized metrics for measuring prompt injection effectiveness and reliability.
injection-researchmetricseffectivenessmeasurement
Injection Attack Taxonomy 2025
Updated taxonomy of injection attacks against LLMs covering all known attack classes.
injection-researchtaxonomy2025classification
Injection Transferability Research
Research on how prompt injection techniques transfer across different model families and sizes.
injection-researchtransferabilitycross-modelresearch
Semantic Injection Research
Research on semantically coherent injections that are indistinguishable from normal input.
injection-researchsemanticinjectionnatural-language