Detection | KOINEU

Digital Twin-Driven Communication-Efficient Federated Anomaly Detection for Industrial IoT

📝 Original Info Title: Digital Twin-Driven Communication-Efficient Federated Anomaly Detection for Industrial IoT ArXiv ID: 2601.01701 Date: 2026-01-05 Authors: Mohammed Ayalew Belay, Adil Rasheed, Pierluigi Salvo Rossi 📝 Abstract Anomaly detection …

January 05, 2026

Machine Learning Computer Science Detection

Enhancing Object Detection with Privileged Information: A Model-Agnostic Teacher-Student Approach

📝 Original Info Title: Enhancing Object Detection with Privileged Information: A Model-Agnostic Teacher-Student Approach ArXiv ID: 2601.02016 Date: 2026-01-05 Authors: Matthias Bartolo, Dylan Seychell, Gabriel Hili, Matthew Montebello, Carl James …

January 05, 2026

Computer Vision Detection Computer Science Model

AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures

📝 Original Info Title: AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures ArXiv ID: 2601.01281 Date: 2026-01-03 Authors: Sifatullah Sheikh Urmi, Kirtonia Nuzath Tabassum Arthi, Md Al-Imran 📝 Abstract The increasing use of …

January 03, 2026

Computer Vision Computer Science Detection

Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks

📝 Original Info Title: Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks ArXiv ID: 2601.01099 Date: 2026-01-03 Authors: Mahmudul Hasan, Mabsur Fatin Bin Hossain 📝 Abstract …

January 03, 2026

Computer Vision Detection Computer Science Model

Improving Variational Autoencoder using Random Fourier Transformation: An Aviation Safety Anomaly Detection Case-Study

📝 Original Info Title: Improving Variational Autoencoder using Random Fourier Transformation: An Aviation Safety Anomaly Detection Case-Study ArXiv ID: 2601.01016 Date: 2026-01-03 Authors: Ata Akbari Asanjan, Milad Memarzadeh, Bryan Matthews, Nikunj …

January 03, 2026

Machine Learning Computer Science Detection

Trajectory Guard -- A Lightweight, Sequence-Aware Model for Real-Time Anomaly Detection in Agentic AI

📝 Original Info Title: Trajectory Guard – A Lightweight, Sequence-Aware Model for Real-Time Anomaly Detection in Agentic AI ArXiv ID: 2601.00516 Date: 2026-01-02 Authors: Laksh Advani 📝 Abstract Autonomous LLM agents generate multi-step action …

January 02, 2026

Detection Machine Learning Computer Science Model

Adaptive Causal Coordination Detection for Social Media: A Memory-Guided Framework with Semi-Supervised Learning

📝 Original Info Title: Adaptive Causal Coordination Detection for Social Media: A Memory-Guided Framework with Semi-Supervised Learning ArXiv ID: 2601.00400 Date: 2026-01-01 Authors: Weng Ding, Yi Han, Mu-Jiang-Shan Wang 📝 Abstract Detecting …

January 01, 2026

Detection Computer Science Artificial Intelligence Learning Framework

FaithSCAN: Model-Driven Single-Pass Hallucination Detection for Faithful Visual Question Answering

📝 Original Info Title: FaithSCAN: Model-Driven Single-Pass Hallucination Detection for Faithful Visual Question Answering ArXiv ID: 2601.00269 Date: 2026-01-01 Authors: Chaodong Tong, Qi Zhang, Chen Li, Lei Jiang, Yanbing Liu 📝 Abstract Faithfulness …

January 01, 2026

Computer Vision Detection Computer Science Model

LSRE: Latent Semantic Rule Encoding for Real-Time Semantic Risk Detection in Autonomous Driving

📝 Original Info Title: LSRE: Latent Semantic Rule Encoding for Real-Time Semantic Risk Detection in Autonomous Driving ArXiv ID: 2512.24712 Date: 2025-12-31 Authors: Qian Cheng, Weitao Zhou, Cheng Jing, Nanshan Deng, Junze Wen, Zhaoyang Liu, Kun …

December 31, 2025

Robotics Computer Science Detection

Placenta Accreta Spectrum Detection using Multimodal Deep Learning

📝 Original Info Title: Placenta Accreta Spectrum Detection using Multimodal Deep Learning ArXiv ID: 2601.00907 Date: 2025-12-31 Authors: Sumaiya Ali, Areej Alhothali, Sameera Albasri, Ohoud Alzamzami, Ahmed Abduljabbar, Muhammad Alwazzan 📝 Abstract …

December 31, 2025

Electrical Engineering and Systems Science Image Processing Detection Learning

Anomaly detection in satellite imagery through temporal inpainting

📝 Original Info Title: Anomaly detection in satellite imagery through temporal inpainting ArXiv ID: 2512.23986 Date: 2025-12-30 Authors: Bertrand Rouet-Leduc, Claudia Hulbert 📝 Abstract Detecting surface changes from satellite imagery is critical for …

December 30, 2025

Computer Vision Computer Science Detection

FAST-IDS: A Fast Two-Stage Intrusion Detection System with Hybrid Compression for Real-Time Threat Detection in Connected and Autonomous Vehicles

📝 Original Info Title: FAST-IDS: A Fast Two-Stage Intrusion Detection System with Hybrid Compression for Real-Time Threat Detection in Connected and Autonomous Vehicles ArXiv ID: 2512.24391 Date: 2025-12-30 Authors: Devika S, Vishnu Hari, Pratik …

December 30, 2025

Cryptography and Security System Computer Science Detection

FedLiTeCAN : A Federated Lightweight Transformer for Fast and Robust CAN Bus Intrusion Detection

📝 Original Info Title: FedLiTeCAN : A Federated Lightweight Transformer for Fast and Robust CAN Bus Intrusion Detection ArXiv ID: 2512.24088 Date: 2025-12-30 Authors: Devika S, Pratik Narang, Tejasvi Alladi 📝 Abstract The adoption of Intelligent …

December 30, 2025

Cryptography and Security Computer Science Detection

FedSecureFormer: A Fast, Federated and Secure Transformer Framework for Lightweight Intrusion Detection in Connected and Autonomous Vehicles

📝 Original Info Title: FedSecureFormer: A Fast, Federated and Secure Transformer Framework for Lightweight Intrusion Detection in Connected and Autonomous Vehicles ArXiv ID: 2512.24345 Date: 2025-12-30 Authors: Devika S, Vishnu Hari, Pratik Narang, …

December 30, 2025

Cryptography and Security Framework Computer Science Detection

Foundation models on the bridge: Semantic hazard detection and safety maneuvers for maritime autonomy with vision-language models

📝 Original Info Title: Foundation models on the bridge: Semantic hazard detection and safety maneuvers for maritime autonomy with vision-language models ArXiv ID: 2512.24470 Date: 2025-12-30 Authors: Kim Alexander Christensen, Andreas Gudahl Tufte, …

December 30, 2025

Robotics Detection Computer Science Model

Holi-DETR: Holistic Fashion Item Detection Leveraging Contextual Information

📝 Original Info Title: Holi-DETR: Holistic Fashion Item Detection Leveraging Contextual Information ArXiv ID: 2512.23221 Date: 2025-12-29 Authors: Youngchae Kwon, Jinyoung Choi, Injung Kim 📝 Abstract Fashion item detection is challenging due to the …

December 29, 2025

Computer Vision Computer Science Detection

Security Without Detection: Economic Denial as a Primitive for Edge and IoT Defense

📝 Original Info Title: Security Without Detection: Economic Denial as a Primitive for Edge and IoT Defense ArXiv ID: 2512.23849 Date: 2025-12-29 Authors: Samaresh Kumar Singh, Joyjit Roy 📝 Abstract Detection-based security fails against sophisticated …

December 29, 2025

Cryptography and Security Computer Science Detection

An Architecture-Led Hybrid Report on Body Language Detection Project

📝 Original Info Title: An Architecture-Led Hybrid Report on Body Language Detection Project ArXiv ID: 2512.23028 Date: 2025-12-28 Authors: Thomson Tong, Diba Darooneh 📝 Abstract This report provides an architecture-led analysis of two modern …

December 28, 2025

Computer Vision Computer Science Detection

Prefix Probing: Lightweight Harmful Content Detection for Large Language Models

📝 Original Info Title: Prefix Probing: Lightweight Harmful Content Detection for Large Language Models ArXiv ID: 2512.16650 Date: 2025-12-18 Authors: Jirui Yang, Hengqi Guo, Zhihui Lu, Yi Zhao, Yuansen Zhang, Shijing Hu, Qiang Duan, Yinggui Wang, Tao …

December 18, 2025

Detection Model

Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection

📝 Original Info Title: Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection ArXiv ID: 2512.15503 Date: 2025-12-17 Authors: Konstantinos Kalogiannis, Ahmed Mohamed Hussain, Hexu Li, Panos Papadimitratos 📝 Abstract …

Digital Twin-Driven Communication-Efficient Federated Anomaly Detection for Industrial IoT

Enhancing Object Detection with Privileged Information: A Model-Agnostic Teacher-Student Approach

AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures

Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks

Improving Variational Autoencoder using Random Fourier Transformation: An Aviation Safety Anomaly Detection Case-Study

Trajectory Guard -- A Lightweight, Sequence-Aware Model for Real-Time Anomaly Detection in Agentic AI

Adaptive Causal Coordination Detection for Social Media: A Memory-Guided Framework with Semi-Supervised Learning

FaithSCAN: Model-Driven Single-Pass Hallucination Detection for Faithful Visual Question Answering

LSRE: Latent Semantic Rule Encoding for Real-Time Semantic Risk Detection in Autonomous Driving

Placenta Accreta Spectrum Detection using Multimodal Deep Learning

Anomaly detection in satellite imagery through temporal inpainting

FAST-IDS: A Fast Two-Stage Intrusion Detection System with Hybrid Compression for Real-Time Threat Detection in Connected and Autonomous Vehicles

FedLiTeCAN : A Federated Lightweight Transformer for Fast and Robust CAN Bus Intrusion Detection

FedSecureFormer: A Fast, Federated and Secure Transformer Framework for Lightweight Intrusion Detection in Connected and Autonomous Vehicles

Foundation models on the bridge: Semantic hazard detection and safety maneuvers for maritime autonomy with vision-language models

Holi-DETR: Holistic Fashion Item Detection Leveraging Contextual Information

Security Without Detection: Economic Denial as a Primitive for Edge and IoT Defense

An Architecture-Led Hybrid Report on Body Language Detection Project

Prefix Probing: Lightweight Harmful Content Detection for Large Language Models

Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection

Automated Motion Artifact Check for MRI (AutoMAC-MRI): An Interpretable Framework for Motion Artifact Detection and Severity Assessment

The Semantic Illusion: Certified Limits of Embedding-Based Hallucination Detection in RAG Systems

Toward Noise-Aware Audio Deepfake Detection: Survey, SNR-Benchmarks, and Practical Recipes

Noise-robust Contrastive Learning for Critical Transition Detection in Dynamical Systems

Quantum-Augmented AI/ML for O-RAN: Hierarchical Threat Detection with Synergistic Intelligence and Interpretability (Technical Report)

Graph Neural Network Based Adaptive Threat Detection for Cloud Identity and Access Management Logs

Reverse Thinking Enhances Missing Information Detection in Large Language Models

RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection

Textual Data Bias Detection and Mitigation -- An Extensible Pipeline with Experimental Evaluation

FBA$^2$D: Frequency-based Black-box Attack for AI-generated Image Detection

Llama-based source code vulnerability detection: Prompt engineering vs Fine tuning

A Comprehensive Study of Supervised Machine Learning Models for Zero-Day Attack Detection: Analyzing Performance on Imbalanced Data

Explainable Fundus Image Curation and Lesion Detection in Diabetic Retinopathy

Phase-OTDR Event Detection Using Image-Based Data Transformation and Deep Learning

Detection of Intoxicated Individuals from Facial Video Sequences via a Recurrent Fusion Model

AuditCopilot: Leveraging LLMs for Fraud Detection in Double-Entry Bookkeeping

MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding

ALARM: Automated MLLM-Based Anomaly Detection in Complex-EnviRonment Monitoring with Uncertainty Quantification

Deep Unsupervised Anomaly Detection in Brain Imaging: Large-Scale Benchmarking and Bias Analysis

Learning Robust Representations for Malicious Content Detection via Contrastive Sampling and Uncertainty Estimation

Context-Aware Pragmatic Metacognitive Prompting for Sarcasm Detection

A Problem-Oriented Taxonomy of Evaluation Metrics for Time Series Anomaly Detection

Multimodal Real-Time Anomaly Detection and Industrial Applications

Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection

PEFT-DML: Parameter-Efficient Fine-Tuning Deep Metric Learning for Robust Multi-Modal 3D Object Detection in Autonomous Driving

LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning

A Physics-Based Attack Detection Technique in Cyber-Physical Systems: A Model Predictive Control Co-Design Approach

A Neural Network based Shock Detection and Localization Approach for Discontinuous Galerkin Methods

Spoof detection using time-delay shallow neural network and feature switching

AI-based Pilgrim Detection using Convolutional Neural Networks

A Comprehensive Study on Temporal Modeling for Online Action Detection

Towards Semantic Clone Detection via Probabilistic Software Modeling

REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection

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