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A Lightweight Multiple-Time Post-quantum Signature for Heterogeneous Internet of Things
Advantages Maximizes key reuse, enabling over one million efficient post-quantum signatures Ultra-fast signing—up to 2463× faster than NIST PQ alternatives on ARM Uses only 1.4KB signer memory, ideal for low-end embedded IoT devices Sub-kilobyte signature size minimizes transmission energy in constrained IoT networks Summary The...
Published: 7/21/2025   |   Inventor(s): Attila Yavuz, Kiarash Sedghighadikolaei
Keywords(s): Cybersecurity, Internet of Things / IoT
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Electronics > Electronics Telecommunications, Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > C/S Sensors
Advancing Ensemble Learning Against Unlearnable Data
Advantages Integrates seamlessly into enterprise workflows Scales from edge devices to GPU clusters Guarantees compliance with data-protection standards Enhances ensemble learning with data augmentation and model diversity Recovers >89% test accuracy on datasets protected by 12 state-of-the-art unlearnable data methods Summary As AI adoption...
Published: 7/15/2025   |   Inventor(s): Hapuarachchige Thushari Hapuarachchi, Kaiqi Xiong
Keywords(s):  
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > Algorithms
Real-Time Program-Specific Log Consolidation for Intrusion Detection
Advantages Reduces logs 219× for efficient data storage Performs real-time analysis with zero offline cost Minimizes memory use through subject activity consolidation Maintains high detection accuracy with low alert fatigue Summary Enterprises today are increasingly targeted by Advanced Persistent Threats (APTs), stealthy, long-term attacks...
Published: 7/18/2025   |   Inventor(s): Yao Liu, Xiao Han, Zhuo Lu
Keywords(s): Computer Science, Cybersecurity
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Datasets
Layer-Wise Filter Thresholding
Advantages Layer-Specific Dynamic Thresholding High Compression with Accuracy Preservation No Retraining Required Profiling-Driven Pruning Strategy Edge-Device Friendly Architecture Summary Deploying AI on IoT edge devices is limited by the high computational and memory demands of traditional convolutional neural networks (CNNs). These constraints...
Published: 5/30/2025   |   Inventor(s): Srinivas Katkoori, Lakshmi Kavya Kalyanam
Keywords(s): Artificial Intelligence, Internet of Things / IoT
Category(s): Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Empowering Resource-Constrained IoT Edge Devices: A Hybrid Approach for Edge Data Analysis
Advantages Optimized for low-power, memory-constrained IoT hardware Boosts model accuracy with minimal computational cost Reduces energy usage through efficient inference methods Enables real-time, on-device decision-making Easily scalable for diverse IoT applications Summary As the Internet of Things (IoT) continues to scale across industries—from...
Published: 5/30/2025   |   Inventor(s): Srinivas Katkoori
Keywords(s): Datasets, Internet of Things / IoT
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Data/AI > D/AI Imaging
Automated Hidden Neuron Optimization for MLPs
Advantages: Maximizes accuracy with fewer neurons through automated, adaptive neural network tuning Reduces data size by over 80% using advanced hybrid feature selection Ensures scalable, overfitting-resistant models with cross-validation and early stopping built-in Summary: Determining the optimal number of hidden neurons in Multilayer Perceptrons...
Published: 7/9/2025   |   Inventor(s): Srinivas Katkoori, Susmitha Boyidapu, Lakshmi Kavya Kalyanam
Keywords(s): Artificial Intelligence, Datasets, Machine Learning
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Defending Against Wi-Fi Spoofing Attacks Leveraging Physical-Layer Features
Advantages: Identifies Wi-Fi spoofing attacks by leveraging Doppler Effect and Symbol Timing Offset (STO) variations Protects against location manipulation, ensuring accurate navigation even in high-risk environments Improves navigation accuracy by differentiating legitimate and spoofed signals Cost-effective implementation with off-the-shelf...
Published: 1/22/2025   |   Inventor(s): Xiao Han, Yao Liu, Zhuo Lu
Keywords(s): Autonomous Vehicle, Cybersecurity , Telecommunication / Wireless Communication, Transportation
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Computer Science > Algorithms
Methods and Techniques to Classify Stages in the Gonotrophic Cycle of Mosquitoes from Images using Computer Vision Techniques
­Advantages: Enables rapid and accurate identification of mosquito gonotrophic stages, enhancing disease surveillance efforts effectively. Reduces the need for extensive entomological expertise, making mosquito monitoring more accessible and efficient. Facilitates integration with citizen-science platforms, empowering community involvement...
Published: 5/23/2024   |   Inventor(s): Sriram Chellappan, Farhat Azam, Ryan Carney, Sherzod Kariev
Keywords(s): Artificial Intelligence, Infectious Diseases, Predictive Analytics
Category(s): Technology Classifications > Medical > Infectious Diseases, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > Algorithms
Only Pick Once – Multi-Object Picking Algorithms for Picking Exact Number of Objects Efficiently
­Advantages: OPOS revolutionizes object picking with graph-based algorithms, topological analysis, and simultaneous multi-item retrieval, significantly enhancing operational efficiency, and reducing time and labor. OPOS's high success rates for two and three objects when only picking once indicate its reliability and robustness. This reliability...
Published: 8/16/2024   |   Inventor(s): Yu Sun, Zihe Ye
Keywords(s): Industrial Applications, Robotics
Category(s): Technology Classifications > Computer Science > C/S Sensors, Technology Classifications > Computer Science > Datasets, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Electronics > Electronics Sensors, Technology Classifications > Engineering > Computer Engineering, Technology Classifications > Engineering > Electrical Engineering
Three Connected V2V Applications Based on DSRC Basic Safety Messages
­Advantages: V2V warnings reduce accidents, enhancing road safety with advanced relative angle technology. Integrating relative angles boosts alert accuracy for more precise and effective warnings. Simulations show algorithm adaptability in diverse multi-lane scenarios, ensuring effectiveness. Summary: In the realm of motor vehicle safety,...
Published: 2/6/2024   |   Inventor(s): Srinivas Katkoori, Omkar Dokur, Gustavo Olenscki
Keywords(s): Internet of Things / IoT, Sensors, Transportation
Category(s): Technology Classifications > Engineering > Sensors, Technology Classifications > Computer Science > C/S Transportation, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Data/AI > Cybersecurity - Data/AI
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