Tag: adversarial machine learning
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VulTriage: Enhanced LLM Vulnerability Detection Framework
Discover VulTriage, a triple-path context augmentation framework improving LLM-based software vulnerability detection with control, knowledge, and semantic...
Neuro-Symbolic Experience Replay: Active Reasoning in RL
Discover how Neuro-Symbolic Experience Replay enhances reinforcement learning by integrating active reasoning with large language models for better efficie...
MarsTSC: Few-Shot Multimodal Time Series Classification with VLMs
Discover MarsTSC, a novel VLM framework for few-shot multimodal time series classification using tailored agentic reasoning and dynamic knowledge updates.
Do Linear Probes Generalize Better Using Persona Coordinates?
Explore how linear probes with persona coordinates improve generalization in detecting harmful behaviors in language models across datasets.
How Attention Heads Influence Persuasion in LLMs
Discover how a few attention heads reroute large language models, revealing key mechanisms behind LLM persuasion and AI safety.