Search Results for author: Tauseef Jamal

Found 4 papers, 0 papers with code

IoT Malware Detection Architecture using a Novel Channel Boosted and Squeezed CNN

no code implementations8 Feb 2022 Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Asifullah Khan

The proposed architecture exploits the concepts of edge and smoothing, multi-path dilated convolutional operations, channel squeezing, and boosting in CNN.

Malware Detection

Small Object Detection using Deep Learning

no code implementations10 Jan 2022 Aleena Ajaz, Ayesha Salar, Tauseef Jamal, Asif Ullah Khan

The proposed system consists of a custom deep learning model Tiny YOLOv3, one of the flavors of very fast object detection model You Look Only Once (YOLO) is built and used for detection.

Object object-detection +2

Malware Classification Using Deep Boosted Learning

no code implementations8 Jul 2021 Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan

In the hybrid learning, Deep features are extracted from customized CNN architectures and fed into the conventional machine learning classifier to improve the classification performance.

Classification Malware Classification +1

Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power

no code implementations31 Jul 2018 Asifullah Khan, Aneela Zameer, Tauseef Jamal, Ahmad Raza

It is experimentally shown that the deep learning and unsupervised pre-training capabilities of DBN based model has comparable and in some cases better results than hybrid and complex learning techniques proposed for wind power prediction.

Multi-Task Learning regression +1

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