Deep and transfer learning for building occupancy detection: A review and comparative analysis حسب Aya Nabil Sayed (17317006)

الموضوعات:

Integration of Google Play Content and Frost Prediction Using CNN: Scalable IoT Framework for Big Data حسب Rana M. Amir Latif (16864170)

الموضوعات:

VHDRA: A Vertical and Horizontal Intelligent Dataset Reduction Approach for Cyber-Physical Power Aware Intrusion Detection Systems حسب Hisham A. Kholidy (18891802)

الموضوعات:

IoT empowered smart cybersecurity framework for intrusion detection in internet of drones حسب Syeda Nazia Ashraf (17541222)

الموضوعات:

Data-Driven Detection of Electricity Theft Cyberattacks in PV Generation حسب Shaaban, Mostafa

"…This paper proposes a data-driven approach based on machine learning to detect such thefts. …"
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RL-OPRA: Reinforcement Learning for Online and Proactive Resource Allocation of crowdsourced live videos حسب Emna Baccour (16896366)

"…As the optimization is not adequate for online serving, we propose a real-time approach based on Reinforcement Learning (RL), namely RL-OPRA, which adaptively learns to optimize the allocation and serving decisions by interacting with the network environment. …"

The unified effect of data encoding, ansatz expressibility and entanglement on the trainability of HQNNs حسب Muhammad Kashif (3923483)

"…<p dir="ltr">Recent advances in quantum computing and machine learning have brought about a promising intersection of these two fields, leading to the emergence of quantum machine learning (QML). …"

GDLL: A Scalable and Share Nothing Architecture Based Distributed Graph Neural Networks Framework حسب Duong Thi Thu Van (19499206)

"…<p dir="ltr">Deep learning has recently been shown to be effective in uncovering hidden patterns in non-Euclidean space, where data is represented as graphs with complex object relationships and interdependencies. …"

SDDM: an interpretable statistical concept drift detection method for data streams حسب Micevska, Simona

"…Machine learning models assume that data is drawn from a stationary distribution. …"
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K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation حسب Ashhadul Islam (16869981)

Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security حسب Adnan Qayyum (16875936)

Adaptive Secure Pipeline for Attacks Detection in Networks with set of Distribution Hosts حسب ALSHAMSI, SUROUR

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A Novel Genetic Algorithm Optimized Adversarial Attack in Federated Learning for Android-Based Mobile Systems حسب Faria Nawshin (21841598)

الموضوعات:

Across the Spectrum In-Depth Review AI-Based Models for Phishing Detection حسب Shakeel Ahmad (702854)

الموضوعات:

Online Transient Stability Assessment Under Concept Drift: An ARF-Method-Assisted Federated Learning for Data Streams حسب Mohamed Massaoudi (16888710)

"…FedARF facilitates distributed knowledge aggregation learned from various heterogeneous local data sensors (clients) to predict and evaluate the TSA status with minimal communication overhead. …"

Blockchain-based recommender systems: Applications, challenges and future opportunities حسب Yassine Himeur (14158821)

الموضوعات:

Smart aquaponics: An innovative machine learning framework for fish farming optimization حسب Amith Khandakar (14151981)

Deep learning in automated power line inspection: A review حسب Md. Ahasan Atick Faisal (15302410)

Meta Reinforcement Learning for UAV-Assisted Energy Harvesting IoT Devices in Disaster-Affected Areas حسب Marwan Dhuheir (19170898)

الموضوعات:

Novel Evasion Attacks Against Adversarial Training Defense for Smart Grid Federated Learning حسب Atef H. Bondok (19482352)

"…Adversarial training (AT) has shown promise in countering evasion threats on machine learning models. This paper, first, investigates the susceptibility of traditional electricity theft classifiers trained by FL to EAs for both independent and identically distributed (IID) and Non-IID consumption data. …"