Author

Sayma Akther

h-index 3 View on Semantic Scholar

We have 3 of 14 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Neural Fingerprints for Malware Analysis: An Image-Based Metric Learning Approach with Application to Cross-Domain Classification

This chapter develops an image-based metric learning approach that learns to extract discriminative neural fingerprints--fixed-length embeddings--from malware-as-image representations, so that family membership can be determined by nearest-neighbor search in the embedding space.

Manasa Deshagouni, Sayma Akther, Martin Jurecek et al. · 0 citations

Conference Jul 2026

Generalizable Physical Therapy Exercise Classification from Wearable IMU Data Using LOSO Evaluation

In this work, we propose a system to recognize human activities using the accelerometer and gyroscope of a smartphone, which has the potential to be used as a tool to monitor health conditions in real time. We use the UCI HAR dataset to assess the performance of different classifiers, such as Decision Tree, Naive Bayes...

Nathan H Choi, Lawrence Cuenco, Anas Durrani et al. · International Conference on... · 0 citations

Conference Jul 2026

Multi-Scale Alcohol Consumption Behavior Detection from Wearable AI

Wearable sensor-based alcohol detection requires methods that are aligned with the available label structure, sensing modality, and temporal scale. This paper presents a comparative study across two alcohol sensing settings. The first setting uses the Bar Crawl dataset, where smartphone accelerometer data must be inter...

Ananya Penuballi, Nada Attar, Sayma Akther · International Conference on... · 0 citations