Complete ICACNC 2026 Proceedings Index

Browse all published papers from the International Conference on AI, Cybersecurity, and Next-Gen Computing (ICACNC 2026).

1. F1-Guided Softmax Aggregation for Federated Intrusion Detection in Non-IID Environments Muhamamd Mustaqeem, Muhammad Dawood Sajid, Sana Tariq, Aoun Muhammad · Pages 01 – 06 · DOI: 10.67535/tsp.000003.001
2. Detection of Data Poisoning Attacks On NSL-KDD Using Isolation Forest and Random Forest Aqsa Ghaffar, Sidra Ghaffar, Sana Tariq, Muhammad Aoun · Pages 07 – 12 · DOI: 10.67535/tsp.000003.002
3. Detecting Compromised IoT Devices via Network Flow Signatures Haroon Amjad, Fiaz Ahmed, Aoun Muhammad, Sana Tariq · Pages 13 – 17 · DOI: 10.67535/tsp.000003.003
4. Real-Time Security Alerts Automation and Orchestration using Wazuh and n8n Mahnoor Shafi, Sana Tariq, Aoun Muhammad · Pages 18 – 22 · DOI: 10.67535/tsp.000003.004
5. DNS-Based Data Exfiltration Detection in Cloud Environments: A Stacked Ensemble Approach with Entropy-Aware Feature Engineering and Adversarial Robustness Evaluation Aliza Kashif, Rahmeen Tahir, Aoun Muhammad, Sana Tariq · Pages 23 – 28 · DOI: 10.67535/tsp.000003.005
6. Cloud Forensics: A Scout Suite-Based Security Auditing Of PyRoomba Cloud Infrastructures using Decision Tree-Based Risk Classification Aqsa Batool, Ammara Yasmeen, Sana Tariq, Aoun Muhammad · Pages 29 – 34 · DOI: 10.67535/tsp.000003.006
7. Mitigating Alert Fatigue in Real-Time Cyber Threat Detection; A Self-Contextualizing Log Intelligence Framework Sundas Fatima Shafique, Syeda Eeman Fatima, Aoun Muhammad, Sana Tariq · Pages 35 – 40 · DOI: 10.67535/tsp.000003.007
8. Malware Classification using Transfer Learning and EfficientNetB4 on Malevis-Datasets Abdul Hanan, Muh. Umer Rizwan, Sana Tariq, Aoun Muhammad · Pages 41 – 46 · DOI: 10.67535/tsp.000003.008
9. Mitigating Adversarial Threats in ML-Based Malware Detection: Attacks and Robust Defenses Muhammad Ahmad Ejaz, Abdul Basit, Aoun Muhammad, Sana Tariq · Pages 47 – 51 · DOI: 10.67535/tsp.000003.009
10. Blockchain-Based Secure Data Sharing in IoT with ML-Based Hybrid Anomaly Detection Zain Ali, Sana Tariq, Aoun Muhammad · Pages 52 – 57 · DOI: 10.67535/tsp.000003.010
11. Explainable Prompt Injection Detection using Sentence Embeddings, Random Forest, and Word-Level Attribution Muhammad Ahmad, Muhammad Mahad Asif, Aoun Muhammad, Sana Tariq · Pages 58 – 63 · DOI: 10.67535/tsp.000003.011
12. Botnet Command and Control Detection via Network Flow Analysis Muhammad Luqman, Muhammad Waleed, Aoun Muhammad, Sana Tariq · Pages 64 – 68 · DOI: 10.67535/tsp.000003.012
13. Hybrid Multi Layer Perceptron And XGBoost Framework For Network Intrusion Detection System Talha Haneef, Muhammad Saif Khan, Aoun Muhammad, Sana Tariq · Pages 69 – 74 · DOI: 10.67535/tsp.000003.013
14. Zero-Day Attack Detection Using CNN-BiLSTM with Multi-Head Attention and Transfer Learning Qazi Ayaan Ud Din, Asad Ur Rehman, Aoun Muhammad, Sana Tariq · Pages 75 – 80 · DOI: 10.67535/tsp.000003.014
15. Hybrid Malware Detection Using Static and Dynamic Analysis with Machine Learning Techniques Zaheer Abbas, Karamat Ali, Aoun Muhammad, Sana Tariq · Pages 81 – 86 · DOI: 10.67535/tsp.000003.015
16. Energy-Efficient Hybrid IDS for IoT Using Autoencoder and Random Forest M. Abdullah Ashraf, Hashir Imran, Aoun Muhammad, Sana Tariq · Pages 87 – 91 · DOI: 10.67535/tsp.000003.016
17. A Hybrid Approach for Phishing URL Detection Using Random Forest and DistilBERT Muhammad Hassan Javed, Muhammad Saad Ali, Aoun Muhammad, Sana Tariq · Pages 92 – 97 · DOI: 10.67535/tsp.000003.017
18. Cross-Dataset Generalization in Malware Traffic Classification: A Comparative Study with SHAP Explainability Sharjeel Ibtisam, Muhammad Uzair, Aoun Muhammad, Sana Tariq · Pages 98 – 103 · DOI: 10.67535/tsp.000003.018
19. A Lightweight Gradient-Boosted Tree Framework for Intrusion Detection in Cloud Computing Environments Muhammad Zameer Malik, Shaheer Ahmad, Aoun Muhammad, Sana Tariq · Pages 104 – 109 · DOI: 10.67535/tsp.000003.019
20. IoT Device Fingerprinting and Impersonation Detection Using Machine Learning Qamar Hussain, Kashif Asghar, Sana Tariq, Aoun Muhammad · Pages 110 – 114 · DOI: 10.67535/tsp.000003.020
21. Detecting Insider Threat in Corporate Network using Hybrid Anomaly Detection Models Muhammad Annas Manzoor, Muhamamd Usman Kashif, Sana Tariq, Aoun Muhammad · Pages 115 – 120 · DOI: 10.67535/tsp.000003.021
22. AI-MSDN: An Explainable Hybrid Deep Learning System for Real-Time Security Monitoring in Software-Defined Networks Muhammad Haider Tallal, Muhammad Saffiullah, Aoun Muhammad, Sana Tariq · Pages 121 – 126 · DOI: 10.67535/tsp.000003.022
23. Lightweight Transformer-Based Phishing Email Detection: A DistilBERT Approach Muhammad Tayyab Jabbar, Abi Saloom Bhatti, Aoun Muhammad, Sana Tariq · Pages 127 – 133 · DOI: 10.67535/tsp.000003.023
24. OpenRansom: Open-Set Detection of Unknown Ransomware Propagation in Enterprise Network Muhammad Rehan Nazir, Muhammad Bilal Hussain, Aoun Muhammad, Sana Tariq · Pages 134 – 139 · DOI: 10.67535/tsp.000003.024
25. An Empirical Evaluation of Heuristic-Based Address Clustering in Bitcoin Transaction Forensics Pirzada Shayan Ahmed Kazmi, Adil Zulqarnain, Aoun Muhammad, Sana Tariq · Pages 140 – 145 · DOI: 10.67535/tsp.000003.025
26. Predict Task Failure In VM Clouds With Alibaba Cluster DataSet Based On GRU Ameer Umer, Muhammad Atif, Hussain Baksh Khan Joiya, Aoun Muhammad, Sana Tariq · Pages 146 – 151 · DOI: 10.67535/tsp.000003.026
27. OrbitalMind AI: A Sovereign, Multi-Layer Space Security Gateway with Decentralised P2P Firewall, Automated Vulnerability Patching, and Self-Healing Frameworks Muzafar Khan, Zulqarnain, Ahmed Hassan, Asjad Amin · Pages 152 – 158 · DOI: 10.67535/tsp.000003.027
28. AI Powered Cyberbullying Detection: From Traditional Machine Learning to Large Language Models and Multimodal Systems Rubina Khadim, Nida Fatima, Zahra Bibi · Pages 159 – 165 · DOI: 10.67535/tsp.000003.028
29. A Survey on Security, Privacy and Intelligence for UAV-Enabled 6G Networks Mehru, Asjad Amin · Pages 166 – 170 · DOI: 10.67535/tsp.000003.029
30. Adaptive Security Policy Learning For IoT Environment Based on Extensible Artificial Intelligence using Edge-IIoTset Dataset Muhammad Aqib Javed, Muhammad Kaif, Aoun Muhammad, Sana Tariq · Pages 171 – 176 · DOI: 10.67535/tsp.000003.030
31. Anomaly Detection for Smart Home IoT Networks Using Gradient Boosting and Isolation Forest Ali Shahid, Gul Sher, Aoun Muhammad, Sana Tariq · Pages 177 – 183 · DOI: 10.67535/tsp.000003.031
32. Privacy-Preserving Framework Using Isolation Forest for Security Mahnoor Fatima, Ahmad Ijaz, Aoun Muhammad, Sana Tariq · Pages 184 – 190 · DOI: 10.67535/tsp.000003.032
33. AI and Blockchain for SOC Management: A Systematic Review and the CDSOCMP Framework Ali Hamza, Aziz ur Rehman, Muhammad Amjad, Asjad Amin · Pages 191 – 198 · DOI: 10.67535/tsp.000003.033
34. Privacy in Workplace Wearables: Machine Learning-Enabled Privacy Risks, Adversarial Threat Modeling, and Cybersecurity Countermeasures Aryan Javed, Sher Ali, Aoun Muhammad, Sana Tariq · Pages 199 – 204 · DOI: 10.67535/tsp.000003.034
35. Detection of Spear Phishing Attacks Using Social Engineering Indicators Subtain Ahmad, Muhammad Ismail, Aoun Muhammad, Sana Tariq · Pages 205 – 210 · DOI: 10.67535/tsp.000003.035
36. AdaptiveIDS: A Comparative Reinforcement Learning Framework Using DQN and PPO for Evolving Cyber Threat Detection Muhammad Shoaib Akmal, Luqman Khan, Aoun Muhammad, Sana Tariq · Pages 211 – 216 · DOI: 10.67535/tsp.000003.036
37. A Dual Optimized LightGBM-XGBoost Architecture for Real Time Cloud Data Leakage Prevention Saif Ullah, Ali Hassan Joiya, Aoun Muhammad, Sana Tariq · Pages 217 – 221 · DOI: 10.67535/tsp.000003.037