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↗