ABC Model: Advanced Any-Subset Autoregression in Continuous Time
Discover the ABC model for flexible, accurate stochastic process generation using non-Markovian diffusion bridges in continuous time and space.
AdaBFL: Adaptive Multi-Layer Defense for Robust FL
Discover AdaBFL, a multi-layer adaptive aggregation framework enhancing Byzantine-robust federated learning with dynamic defenses against attacks.
Secret Stealing Attacks on Local LLM Fine-Tuning Backdoors
Discover how supply-chain model code backdoors enable secret stealing attacks on local LLM fine-tuning, threatening data privacy and security.
Reliable Change Detection for LLM Evaluation Using RCI
Discover how Reliable Change Index improves large language model evaluation by detecting nuanced performance shifts beyond average accuracy.
COHERENCE: Benchmarking Fine-Grained Image-Text Alignment
Discover COHERENCE, a new benchmark evaluating fine-grained image-text alignment in interleaved multimodal contexts for advanced AI models.