Keyword:anomaly detection

Publications
Accelerating Scientific and Engineering Applications through Cloud-based GPU Computing Dipesh Rawat, Kopal Chakravarty, Neelaksh Singh, Vijaya Laxmi Pachva and Rakshit Anand Bhootham In:Proceedings of 2023 Concurrent Processes Architectures and Embedded Systems Hybrid Virtual Conference
Annotated Dataset for Anomaly Detection in a SDN infraestructure Anxo Otero Dans and Víctor Manuel Carneiro Díaz In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate – LiFePO4 batteries Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero and Jose Luis Calvo-Rolle In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Robust Anomaly Detection in CCTV Surveillance Thomas Scholtz and Mkhuseli Ngxande In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
Anomalies in the Sky: Experiments with traffic densities and airport runway use Axel Tanner and Martin Strohmeier In:Proceedings of the 7th OpenSky Workshop 2019
Building Visual Anomaly Dataset from Satellite Data using ADS-B Marko Kastelic and Janez Pers In:Proceedings of the 7th OpenSky Workshop 2019
A Multi-Stage Detection Technique for DNS-Tunneled Botnets Tirthankar Ghosh, Eman El-Sheikh and Wasseem Jammal In:Proceedings of 34th International Conference on Computers and Their Applications
Efficient and Scalable Self-Healing Databases Using Meta-Learning and Dependency-Driven Recovery Joydeep Chandra, Prabal Manhas, Aastha Sharma and Rashi Sahay EasyChair Preprint 15856
Real-Time Threat Identification: a Video Analytics-Based Violence Detection System Ajay Talele, Jyoti Kanjalkar, Vaishnavi Gosavi, Revati Nimbalkar, Vaishnavi Patade, Shrusti Gavali and Akhilesh Pimple EasyChair Preprint 15808
An Innovative Hybrid Approach for Efficient Anomaly Detection with Machine Learning and Optimization Piter Wen, Li Wei, Mo Zhang, Hoo Wang and Michael Lornwood EasyChair Preprint 15623
Deep Learning-Driven Real-Time Anomaly Detection in SDNs: a Performance Comparison Hoo Wang, Che Leo, John Davis, Sarah Smith, Daniel Taylor and Michael Lornwood EasyChair Preprint 15583
A Novel Hybrid Algorithm for Efficient Anomaly Detection Using Machine Learning and Optimization Techniques James Rajez, Mo Zhang and Mehmmet Amin EasyChair Preprint 15470
AI-Powered Predictive Maintenance in Manufacturing: Enhancing Equipment Reliability and Reducing Downtime Lucas Zhang EasyChair Preprint 15383
Applying Mahalanobis-Augmented Vector Reconstruction in Autoencoders and Choosing a Scaler to Improve Anomaly Detection Performance Seung Bum Ha, Joon-Goo Shin, Yong-Min Kim and Chang Gyoon Lim EasyChair Preprint 15318
Machine Learning Algorithms for Predicting and Mitigating DDoS Attacks Iqra Naseer EasyChair Preprint 15166
Activity Recognition and Order-Based Anomaly Detection for Smart Homes Jinal Patel and Nalinadevi Kadiresan EasyChair Preprint 14911
Assessing APT Detection Using Financial AI and Machine Learning: Can Greater Accuracy Be Achieved? (CASE STUDY) Adeoye Ibrahim EasyChair Preprint 14872
Leveraging Finance AI and Machine Learning for APT Detection: Is Greater Precision Possible? (CASE STUDY) Kayode Sheriffdeen EasyChair Preprint 14871
Reducing Events to Augment Log-Based Anomaly Detection Models: an Empirical Study Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yong Yang and Ying Li EasyChair Preprint 14748
Exploring APT Detection with Finance AI and Machine Learning Algorithms: Is Enhanced Accuracy Achievable? Kayode Sheriffdeen EasyChair Preprint 14643
AI and Machine Learning for Advanced Persistent Threat Detection in Finance: Towards Higher Accuracy and Better Protection Alakitan Samad EasyChair Preprint 14635
Evaluating APT Detection Through Finance AI and Machine Learning: Is Superior Accuracy Attainable? John Owen EasyChair Preprint 14630
AI-Driven Anomaly Detection in Critical Infrastructure Favour Olaoye and Kaledio Potter EasyChair Preprint 14553
Enhancement of the Local Outlier Factor Algorithm for Anomaly Detection in Time Series Daniel Barrish and Jan van Vuuren EasyChair Preprint 14238
Improving Clinical Records with Generative Model Techniques John Owen EasyChair Preprint 14161
Decoy Traffic Generation Elizabeth Henry EasyChair Preprint 14148
Real-Time Data Monitoring and Anomaly Detection with AI: a Comprehensive Overview Harold Jonathan and Edwin Frank EasyChair Preprint 13212
Enhancing Urban Mobility: Integrating AI for Dynamic Parking Solutions Bhuvana Banik and Wahaj Ahmed EasyChair Preprint 13113
Leveraging Advanced Machine Learning for Anomaly Detection in Graph Databases: a Focus on Fraud Detection in NoSQL Systems Dylan Stilinki and Kaledio Potter EasyChair Preprint 13064
Multi-Modal Fusion for Anomaly Detection in Cybersecurity: Integrating NLP with Network Traffic Data and System Logs Dylan Stilinki and Kaledio Potter EasyChair Preprint 13058
Leveraging Generative Adversarial Networks (GANs) for Supply Chain Optimization: a Comprehensive Overview Dylan Stilinski, Lucas Doris and Louis Frank EasyChair Preprint 12929
Anomaly Detection in Online User Review Ananthula Jeevan Kumar, Attipamula Anand Netha, Cherukuri Jaswanth Santosh Kumar, Bandi Pavan Kalyan Reddy and Ankireddypalle Shashank Kumar Reddy EasyChair Preprint 12924
Anomaly Detection in Air Quality Monitoring Networks Adhikari Durga Venkata Madhav, Amanchi Sravan Kumar, Addanki Gargeya, Ambati Vinod and V Ragavarthini EasyChair Preprint 12817
Enhancing IoT Security: Utilizing Machine Learning for Advanced Intrusion Detection in Connected Networks Roni Joni EasyChair Preprint 12807
Advanced Defense Adaptation Against Dynamic Mobile Malware Threats: Navigating Evolving Strategies Lia Don EasyChair Preprint 12753
Fortifying Retail Security: Leveraging Business Analytics, Machine Learning, and Blockchain Integration for Enhanced Cyber Protection William Jack EasyChair Preprint 12698
Navigating the Intricacies of Regulations: Leveraging AI/ML for Accurate Reporting Wahaj Ahmed and Anthony Lambert EasyChair Preprint 12645
Strengthening IoT Security: Leveraging Machine Learning for Improved Detection of Intrusions in Connected Networks Battle Hurry EasyChair Preprint 12486
Fortifying IoT Security: Harnessing Machine Learning for Enhanced Intrusion Detection in Interconnected Networks Usman Hider EasyChair Preprint 12373
Data Science Approaches in Machine Learning for Analytics in Power Systems Deep Himmatbhai Ajabani EasyChair Preprint 12278
Revolutionizing Cybersecurity: the Role of Artificial Intelligence in Advanced Threat Detection and Response Jonny Bairstow EasyChair Preprint 12051
Enhancing IoT Security: Machine Learning Strategies for Intrusion Detection in Connected Networks Usman Hider EasyChair Preprint 12038
Utilizing Machine Learning for Cybersecurity: Techniques in Intrusion Detection Haney Zaki EasyChair Preprint 12015
Anomaly Detection of Industrial Products Considering Both Texture and Shape Information Shaojiang Yuan, Li Li, Neng Yu, Tao Peng, Xinrong Hu and Xiong Pan EasyChair Preprint 10825
Analysis of Software-Defined Network Traffic Using Entropy Anastasiia Yatsenko, Valeriy Dubrovin, Maksym Pecherskyi and Maksym Chornobuk EasyChair Preprint 9489
Enhancement of Anomaly Detection Using Two-Stage Anomlay Segmentation Model Rizwan Ali Shah and HyungWon Kim EasyChair Preprint 9172
Univariate Time Series Anomaly Detection Based on Variational AutoEncoder Leehter Yao and Youwei Chang EasyChair Preprint 8445
Anomaly Detection Algorithm Using a Hybrid Modelling Approach for Energy Consumption Time Series Florian Rippstein, Steve Lenk, Andre Kummerow, Lucas Richter, Stefan Klaiber and Peter Bretschneider EasyChair Preprint 6888
Applying of Machine Learning for Analyzing Network Traffic in the Conditions of an Unbalanced Data Sample Babyr Rzayev and Ilya Lebedev EasyChair Preprint 6590
An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data Seemandhar Jain, Prarthi Jain and Abhishek Srivastava EasyChair Preprint 6379
Deep Learning Techniques to Detect DoS Attacks on Industrial Control Systems: a Systematic Literature Review Abdalkarim R. Seyam, Ali Bou Nassif, Qassim Nasir, Bushra Al Blooshi and Manar Abu Talib EasyChair Preprint 6233
Crowd Anomaly Detection In City Crime Video Kshitiz Gupta and Kunal Varshney EasyChair Preprint 5986
Fine-Tuning a Pre-Trained CAE for Deep One Class Anomaly Detection Slim Hamdi, Hichem Snoussi and Mohamed Abid EasyChair Preprint 4277
The Unconscious Response of Multimedia Content Consumers to Emotionally Significant Visual Symbols: Experimental Study and Oculometry Dataset Konstantin Gnidko, Andrey Dudkin, Oleg Ivanov, Vladimir Lokhvitsky, Sergey Pilkevich and Timur Sabirov EasyChair Preprint 4137
Distributed Denial of Service Attack Classification Using Artificial Neural Networks. Bhargavi Goparaju and Srinivasa Rao Bandla EasyChair Preprint 3201
Moving Metric Detection and Alerting System at eBay Zezhong Zhang, Keyu Nie and Ted Tao Yuan EasyChair Preprint 3121
Consistency Ensured Bi-directional GAN for Anomaly Detection Kyosuke Komoto, Hiroaki Aizawa and Kunihito Kato EasyChair Preprint 2583
Performance Analysis Of Network Anomaly Detection Systems in Consumer Networks Darsh Patel and Rahul Raman EasyChair Preprint 2512
Detection of Myocardial Ischaemia based on Artificial Neural Networks and Skin Sympathetic Nerve Activity Merve Begüm Terzi, Makbule Kübra Korkmaz, Orhan Arıkan, Salih Topal and Adnan Abaci EasyChair Preprint 2165
Application of Auto-Encoder for Time Series Classification with Class Imbalance Yi-Ching Yeh and Chia-Yu Hsu EasyChair Preprint 1471
On the Use of Generative Adversarial Networks for Aircraft Trajectory Generation and Atypical Approach Detection Gabriel Jarry, Nicolas Couellan and Daniel Delahaye EasyChair Preprint 1396
An Overview of Count-Min Sketch and its Applications Benedikt Sigurleifsson, Aravindan Anbarasu and Karl Kangur EasyChair Preprint 879
A New Machine Learning Approach for Anomaly Detection Using Metadata for Model Training Alexander Prosak, Amitava Gangopadhyay and Hemant Garg EasyChair Preprint 829
Abnormal Traffic Pattern Detection in Real-Time Financial Transactions Sean Rastatter, Travis Moe, Amitava Gangopadhyay and Alfred Weaver EasyChair Preprint 827
Fall Detection from Thermal Camera Using Convolutional LSTM Autoencoder Jacob Nogas, Shehroz Khan and Alex Mihailidis EasyChair Preprint 824
A Hybrid Technique To Detect Botnets, Based on P2P Traﬃc Similarity Riaz Ullah Khan, Rajesh Kumar, Mamoun Alazab and Xiaosong Zhang EasyChair Preprint 634
Road User Abnormal Trajectory Detection using a Deep Autoencoder Pankaj Roy and Guillaume-Alexandre Bilodeau EasyChair Preprint 485
Anomaly Detection and Diagnosis for Container-based Microservices with Performance Monitoring Qingfeng Du, Tiandi Xie and Yu He EasyChair Preprint 468