Engineering topics
Bhattarai, Manish
Publications and source records attributed to Bhattarai, Manish.
Topological Signatures of Adversaries in Multimodal Alignments
Topological Data Analysis for Adversarial Detection (LANL O4937) - Detects adversarial examples in vision-language models using persistent homology and two-sample testing. Combines TDA features from CLIP embeddings with statistical methods (ME, SCF, SAMMD, C2ST) for robust detection across ImageNet, CIFAR-10/100.
Bhattarai, Manish↗
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation
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Computer Science↗