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  1. No Access

    Chapter and Conference Paper

    Android Malware Detection Using Control Flow Graphs and Text Analysis

    The Android OS has a massive user-base with hundreds of millions of devices. Due to the growth of this platform, an increasing number of malicious applications are becoming available to download online. We pro...

    Ali Muzaffar, Ahmed Hamza Riaz… in Proceedings of the International Conferenc… (2023)

  2. No Access

    Chapter and Conference Paper

    Transformer-Encoder Generated Context-Aware Embeddings for Spell Correction

    In this paper, we propose a novel approach for context-aware spell correction in text documents. We present a deep learning model that learns a context-aware character-level map** of words to a compact embed...

    Noufal Samsudin, Hani Ragab Hassen in Artificial Neural Networks in Pattern Recognition (2023)

  3. No Access

    Chapter and Conference Paper

    DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection

    DroidDissector is an extraction tool for both static and dynamic features. The aim is to provide Android malware researchers and analysts with an integrated tool that can extract all of the most widely used fe...

    Ali Muzaffar, Hani Ragab Hassen… in Proceedings of the International Conferenc… (2023)

  4. No Access

    Chapter and Conference Paper

    NTFA: Network Flow Aggregator

    Network intrusion detection systems (NIDS) play a vital role in defending against cybersecurity threats. One effective way of detecting attacks is to analyse their footprint on the network traffic logs. Flow-b...

    Kayvan Karim, Hani Ragab Hassen… in Proceedings of the International Conferenc… (2023)

  5. No Access

    Chapter and Conference Paper

    Assessment of Pharmaceutical Patent Novelty with Siamese Neural Networks

    Patents in the pharmaceutical field fulfil an important role as they contain details of the final product that is the culmination of years of research and possibly millions of dollars of investment. It is cruc...

    Heba El-Shimy, Hind Zantout… in Artificial Neural Networks in Pattern Reco… (2023)

  6. No Access

    Chapter and Conference Paper

    Availability in Openstack: The Bunny that Killed the Cloud

    The use of cloud is on the rise and is forecast to keep increasing exponentially in the coming years. Openstack is one of the major contributors to the cloud space and there are lot of providers using Openstac...

    Salih Ismail, Hani Ragab Hassen, Mike Just… in Proceedings of the International Conferenc… (2022)

  7. No Access

    Chapter and Conference Paper

    Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models

    Android has become a major target for malware attacks due its popularity and ease of distribution of applications. According to a recent study, around 11,000 new malware appear online on daily basis. Machine l...

    Ali Muzaffar, Hani Ragab Hassen… in Proceedings of the International Conferenc… (2022)