FinSafeNet: securing digital transactions using optimized deep learning and multi-kernel PCA(MKPCA) with Nyström approximation by Ahmad Raza Khan, Shaik Shakeel Ahamad, Shailendra Mishra, Mohd Abdul Rahim Khan, Sunil Kumar Sharma, Abdullah AlEnizi, Osama Alfarraj, Majed Alowaidi, Manoj Kumar

“…These improvements further help the model to detect the relevant features in transaction data that may present a threat to the security of the system. …”
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The Human Voice as a Digital Health Solution Leveraging Artificial Intelligence by Pratyusha Muddaloor, Bhavana Baraskar, Hriday Shah, Keerthy Gopalakrishnan, Divyanshi Sood, Prem C. Pasupuleti, Akshay Singh, Dipankar Mitra, Sumedh S. Hoskote, Vivek N. Iyer, Scott A. Helgeson, Shivaram P. Arunachalam

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Trust-Based Anomaly Detection in Emerging Sensor Networks by Renyong Wu, Xue Deng, Rongxing Lu, Xuemin (Sherman) Shen

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Echoes From the Void: Detecting DNS Tunneling With Blackhole Features in Encrypted Scenarios With High Accuracy by Wafa S. Alorainy

“…Integration within existing security information and event management (SIEM) systems or DNS infrastructures implies API compatibility, scaling for heterogeneous networks, and minimizing the disruption of established workflow. …”
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Assessment methodology for security of an automated control system of critical information infrastructure against DDoS attacks based on Monte Carlo simulation by V. A. Voevodin, V. S. Chernyaev, D. S. Burenok, I. V. Vinogradov

“…A possible direction for further research is to study the issue of computer network security, taking into account the features of a specific topology.…”
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Chaos-based audio encryption: Efficacy of 2D and 3D hyperchaotic systems by Thejas Haridas, Upasana S.D., Vyshnavi G., Malavika S. Krishnan, Sishu Shankar Muni

“…Secure communication in the digital age is necessary; securing audio data becomes very critical since this is normally transmitted across susceptible networks. …”
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Lightweight Blockchain for Data Integrity and Traceability in IoT Networks by Laura Garcia, Carlos Cancimance, Rafael Asorey-Cacheda, Claudia-Liliana Zuniga-Canon, Antonio-Javier Garcia-Sanchez, Joan Garcia-Haro

“…In this regard, blockchain is a promising solution to enhance IoT security, but the implementation of a conventional blockchain requires high computational and network connectivity resources that are not compatible with IoT networks. …”
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Advanced cloud intrusion detection framework using graph based features transformers and contrastive learning by Vijay Govindarajan, Junaid Hussain Muzamal

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Dual Attention Equivariant Network for Weakly Supervised Semantic Segmentation by Guanglun Huang, Zhaohao Zheng, Jun Li, Minghe Zhang, Jianming Liu, Li Zhang

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An IoT intrusion detection framework based on feature selection and large language models fine-tuning by Huan Ma, Wan Zhang, Dalong Zhang, Baozhan Chen

“…Abstract The rapid proliferation of Internet of Things (IoT) devices has significantly expanded the network attack surface, necessitating the deployment of advanced AI (artificial intelligence)-based intrusion detection systems (IDS) to bolster IoT security. …”
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DANNET: deep attention neural network for efficient ear identification in biometrics by Deepthy Mary Alex, Kalpana Chowdary M., Hanan Abdullah Mengash, Venkata Dasu M., Natalia Kryvinska, Chinna Babu J., Ajmeera Kiran

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Energy-Efficient Secure Cell-Free Massive MIMO for Internet of Things: A Hybrid CNN–LSTM-Based Deep-Learning Approach by Ali Vaziri, Pardis Sadatian Moghaddam, Mehrdad Shoeibi, Masoud Kaveh

“…However, the increasing demand for high-performance wireless networks necessitates advanced frameworks that optimize both energy efficiency (EE) and security. …”
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Towards a Scalable and Adaptive Learning Approach for Network Intrusion Detection by Alebachew Chiche, Million Meshesha

“…Therefore, security experts are recommended to integrate intrusion detection in their network and computer systems, not only for well-being of their computer systems but also for the sake of improving their working process.…”
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A non-invasive diagnostic approach for neuroblastoma utilizing preoperative enhanced computed tomography and deep learning techniques by Yuanyuan Wang, Fangfang Wang, Zixin Qin, Yongcheng Fu, Jingyue Wang, Shangkun Li, Da Zhang

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A Survey for Blockchain-Enabled Resource Management in Edge Networks by Sharon A. Boamah, Jean D. Louis, Janise McNair, Juan E. Gilbert

“…Blockchain, with its growing popularity, presents itself as a potential solution. The inherent features of blockchain, such as decentralization, transparency, security, and immutability, make it possible for network providers to manage network resources efficiently. …”
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Cancelable speaker identification system for the handicapped access to healthcare networks by Samia A. El-Moneim Kabel, Walid El-Shafai, Naglaa F. Soliman, Reem Alkanhel, Fathi E. Abd El-Samie

“…While these results demonstrate the potential effectiveness of the framework for securing networks through cancelable biometrics and fast processing time, the study does not include an evaluation of computational complexity and scalability in resource-constrained IoT environments. …”
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Wi-FiAG: Fine-Grained Abnormal Gait Recognition via CNN-BiGRU with Attention Mechanism from Wi-Fi CSI by Anming Dong, Jiahao Zhang, Wendong Xu, Jia Jia, Shanshan Yun, Jiguo Yu

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Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques by Hanen Himdi, Khaled Shaalan

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Distracted driver behavior recognition using modified capsule networks by Jimmy Abdel Kadar, Margareta Aprilia Kusuma Dewi, Endang Suryawati, Ana Heryana, Vicky Zilfan, Budiarianto Suryo Kusumo, Raden Sandra Yuwana, Ahmad Afif Supianto, Hasih Pratiwi, Hilman Ferdinandus Pardede

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Dual decoding generative adversarial networks for infrared image enhancement by Yang Yu, Lin Jiang, Qijun Hu, Qijie Cai, Qiang Zeng, Xin Sun

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