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Federated Gradient Boosting for IOT Intrusion Detection: A Non-IID Evaluation of LightGBM and XGBoost under Manual FedAvg on TON_IoT

Gilbert Imuetinyan Osaze Aimufua & Salma Muhammad Abidi DOI: 10.5281/zenodo.21915999 SSR Journal of Artificial Intelligence (SSRJAI) IOT deployments expose distributed edge devices to a widening range of network intrusion threats, yet centralised intrusion detection systems conflict with data sovereignty constraints Read More …

Federated Learning for Privacy-Preserving Threat Detection in Massive IOT Ecosystems: A Systematic Literature Review

Peter Wonah Odey, Habibu Danjuma, Muhammad Salma Abidi DOI: 10.5281/zenodo.21901804 SSR Journal of Artificial Intelligence (SSRJAI) Federated learning (FL) has emerged as a principal architecture for privacy-preserving intrusion detection in Internet of Things (IOT) environments, motivated by the impossibility of Read More …

Vertical Stratification on Organizational Competitive Advantage among Staff of Selected Pharmaceutical Companies in the Federal Capital Territory (FCT) Abuja, Nigeria

Aliu Suleman Yusuf DOI: 10.5281/zenodo.21901489 SSR Journal of Economics, Business and Management (SSRJEBM) This study investigates the influence of vertical stratification on organizational competitive advantage among staff of selected pharmaceutical companies in the Federal Capital Territory (FCT) Abuja, Nigeria. Anchored Read More …

Colonial Trade Networks and the Evolution of Nigeria’s International Economic Relations

Nwokorie Chinyere Queen, Opara, Uche A. Ph.D. DOI: 10.5281/zenodo.21859068 SSR Journal of Arts, Humanities and Social Sciences (SSRJAHSS) This study examines the role of colonial trade networks in shaping the evolution of Nigeria’s international economic relations from the colonial era Read More …

Preventive Measures against Food Poisoning In Fast Food Establishments in Kogi State, Nigeria

Yakubu Kariyetu DOI: 10.5281/zenodo.21858492 SSR Journal of Multidisciplinary (SSRJM) The study examined preventive measures against food poisoning in fast food establishments in Kogi State, Nigeria. Three objectives and three research questions guided the study. A cross-sectional survey design was adopted Read More …

Phytochemical Evaluation of Ocimum gratissimum as a Potential Therapeutic Agent Against characterized Multidrug-Resistant and Extended Spectrum Beta Lactamase Producing Salmonella Isolated from Swine

Okere, C.E; & Ohabughiro, N.B. DOI: 10.5281/zenodo.21858285 SSR Journal of Medical Sciences (SSRJMS) This study investigated the phenotypic resistance patterns, molecular determinants of extended-spectrum β-lactamase production, phytochemical composition, and antibacterial potential of Ocimum gratissimum leaf extracts against extended-spectrum β-lactamase producing Read More …

Impact of Public Expenditure on Economic Growth

Ahmed Imam Zakariyah DOI: 10.5281/zenodo.21849254 SSR Journal of Economics, Business and Management (SSRJEBM) This study examines the impact of government expenditure on economic growth in Nigeria, using annual time series data for a period of 43 years (1980-2023) with Autoregressive Read More …

Fine-Grained Propaganda Detection for Hausa: Systematic Review of Resources, Methods, and Future Directions

Abdulhamid Abubakar1, Gilbert I. O. Aimufua2, Muhammed A. Abubakar3 DOI: 10.5281/zenodo.21848915 SSR Journal of Artificial Intelligence (SSRJAI) The proliferation of propaganda through digital platforms threatens information integrity globally. Computational tools for fine-grained persuasion technique detection remain concentrated on English and Read More …