Vol. 3 No. 1 (2026): June 2026

Articles

• Decoupling Cyber Sabotage in Industrial Telemetry from Mechanical Faults Using Gradient-Based Forensic Edge XAI

  Emmanuel Onwuka Ibam (Federal University of Technology, NG)

  Ayobami Emmanuel Mesioye (McPherson University, NG)

  1-18

  DOI : https://doi.org/10.62411/faith.3048-3719-322
  

  • pdf  Views: 157 times |  Download : 125 times

• A Lightweight Distance-Aware Loss for Thin Crack Segmentation in Building Facades under Limited-Data Conditions

  Edona Krasniqi (South East European University, MK)

  Visar Shehu (South East European University, MK)

  19-35

  DOI : https://doi.org/10.62411/faith.3048-3719-330
  

  • pdf  Views: 134 times |  Download : 101 times

• MSA-TCN: Robust Urban Suspicious Sound Detection Using Multi-Scale Temporal Convolutions and Dual Attention

  Micah Shallom Bawa (Ahmadu Bello University, NG)

  Shehu Mohammed Yusuf (Ahmadu Bello University, NG)

  Sani Saleh Saminu (Ahmadu Bello University, NG)

  36-52

  DOI : https://doi.org/10.62411/faith.3048-3719-313
  

  • pdf  Views: 117 times |  Download : 105 times

• From Agentic Overreach to Societal Disruption: A Multi‑Case Analysis and Structured Evaluation of AI Safety Governance

  Yuquan Sun (Publicis Sapient, CA)

  53-66

  DOI : https://doi.org/10.62411/faith.3048-3719-352
  

  • pdf  Views: 122 times |  Download : 62 times

• An Optimized Stacking Ensemble of Deep Learning and Machine Learning Models with Boruta-Based Feature Selection for Android Malware Detection

  Maiauduga Abdullahi Danladi (Air Force Institute of Technology, NG)

  Maryam Sufiyanu Masari (Air Force Institute of Technology, NG)

  Ubakaghinwa Paul Chigbu (National Office for Technology Acquisition and Promotion, NG)

  Abdulrashid Abdulrauf (Federal Polytechnic Kaltungo, NG)

  67-83

  DOI : https://doi.org/10.62411/faith.3048-3719-356
  

  • pdf  Views: 177 times |  Download : 103 times

• An Edge-Enabled Multimodal Cyber-Physical System for Near-Real-Time Intrusion Detection in Fiber-Optic Networks

  Suleiman Zubair (Federal University of Technology, NG)

  Hassan Abdulazeez (Federal University of Technology, NG)

  Bala A. Salihu (Federal University of Technology, NG)

  Mani Umar (Federal University of Technology, NG)

  Paul Innocent Ojo-Arome (Federal University of Technology, NG)

  84-98

  DOI : https://doi.org/10.62411/faith.3048-3719-363
  

  • pdf  Views: 121 times |  Download : 66 times

• Bridging the Deployment Gap: A Decision Oriented Survey of Efficient On-Device Foundation Models for Vision

  Vincent Aduvuku (Muni University, UG)

  Geoffrey Andogah (Muni University, UG)

  Taban Habibu (Muni University, UG)

  99-131

  DOI : https://doi.org/10.62411/faith.3048-3719-354
  

  • pdf  Views: 197 times |  Download : 90 times

• CD-STGCN: A Novel Image-to-Graph Dual-Stream Spatio-Temporal Network for Interpretable Clinical Movement Quality Assessment

  Diyar M. Witefee (General Directorate of Education in Babylon, IQ)

  Aseel Hussein Zahi (General Directorate of Education in Babylon, IQ)

  132-147

  DOI : https://doi.org/10.62411/faith.3048-3719-355
  

  • pdf  Views: 60 times |  Download : 44 times

• THLLOD: Transfer Hybrid Low-Light Object Detection Framework for Environmental Fall Hazard Detection

  Ise Anderson Orobor (University of Essex, GB)

  Faiyaz Doctor (University of Essex, GB)

  Ramy Hammady (University of Southampton, GB)

  Mary R. Kennedy (University of Essex, GB)

  148-166

  DOI : https://doi.org/10.62411/faith.3048-3719-344
  

  • pdf  Views: 100 times |  Download : 44 times

• A Predictive Framework for Dynamic Risk Management in Industrial Control System Networks

  Olujoke Mubo Oni (Obafemi Awolowo University, NG)

  Adeyinka Bimpe Omirinlewo (Trinity University, NG)

  Oluwaseyi Ebunoluwa Balogun (Obafemi Awolowo University, NG)

  John Edet Efiong (Obafemi Awolowo University, NG)

  Ayoola Afolabi (Trust FX Framework, GB)

  Emmanuel Ajayi Olajubu (Obafemi Awolowo University, NG)

  167-193

  DOI : https://doi.org/10.62411/faith.3048-3719-348
  

  • pdf  Views: 115 times |  Download : 65 times

• LLM-Compiled Wikis for Cross-Institutional Policy Retrieval: A Benchmark on Chinese University Grant Policies

  Bailing Zhang (NingboTech University, CN)

  194-213

  DOI : https://doi.org/10.62411/faith.3048-3719-377
  

  • pdf  Views: 116 times |  Download : 72 times

• Integrating News Topics and Sentiment Signals into Tourism Demand Forecasting: Evidence from Sri Lanka

  K. G. Amidu Yohan (University of Colombo, LK)

  Samantha Mathara Arachchi (University of Colombo, LK)

  Hiruni Navodya Kudagama (University of Colombo, LK)

  C. L. I. S. Fonseka (University of Colombo, LK)

  214-233

  DOI : https://doi.org/10.62411/faith.3048-3719-374
  

  • pdf  Views: 107 times |  Download : 58 times