Malware Detection with Subspace Learning-based One-Class Classification
Published in: IEEE Access
Jun 05, 2024
Detecting malware is crucial for ensuring the security of computer systems. Traditional machine learning models face challenges in effectively detecting malware, mainly due to the class imbalance problem, where the number of malware samples is significantly smaller than that of non-malware samples. Additionally, malware’s dynamic and evolving nature, continuously altering its structure and tactics, presents a substantial challenge for conventional artificial intelligence algorithms, further com...
Exploring Ai Innovations in Automated Software Source Code Generation: Progress, Hurdles, And Future Paths
Published in: Informatica
Jun 01, 2024
Artificial Intelligence (AI), as one of the most important fields of computer science, plays a significant role in the software development life cycle process, especially in the implementation phase, where developers require considerable effort to convert software requirements and design into code. Automated Code Generation (ACG) using AI can help in this phase. Automating the code generation process is becoming increasingly popular as a solution to address various software development challeng...
Comparative study of IoT forensic frameworks
Published in: Forensic Science International: Digital Investigation
Jun 01, 2024
Haroon Mahmood
Maliha Arshad
Irfan Ahmed
Sana Fatima
Hafeez ur Rehman
Internet of Things (IoT) systems often consist of heterogeneous, resource-constrained devices that generate massive amounts of data. This data is important for assessments, behaviour analysis, and decision-making. However, IoT devices are also susceptible to cyber-attacks, such as information theft, personal device intervention, and privacy invasion. In case of an incident, these devices are subject to digital forensic investigation to identify and analyze crimes and misuse. Over the years, sev...
Derivation and Independence of Usul al-Fiqh (Foundations of Islamic Jurisprudence)
Published in: Al Wasl University Journal
Jun 01, 2024
The discipline of Usul al-Fiqh (Foundations of Islamic Jurisprudence) is the most important in Islamic Shari'a. A scholar cannot reach the level of Ijtihad (independent legal reasoning) without a thorough understanding of Usul al-Fiqh, and it is not permissible in Islam for someone who has not studied Usul al-Fiqh to issue a fatwa. To learn any field of knowledge, one must first familiarise oneself with the ten principles of that field, which include its definition, subject matter, questio...
Eigen-Approach for Designing Selective Notch Filters
Published in: Journal of Circuits, Systems and Computers
Jun 01, 2024