← Publication catalog

Topic

anomaly-detection

Research topic anomaly-detection: 25 papers by Naser Ezzati-Jivan, with summaries, citations, and source links.

• B-Perf: Black-box Performance Antipattern Detection Using System-level Execution Tracing (2026)
• LMAT: An adaptive tracing approach based on efficient system behavior analysis using language models (2026)
• Developing a Taxonomy for Advanced Log Parsing Techniques (2025)
• Efficient Detection of Communication-related Performance Anti-patterns in Microservices (2025)
• SynthLogAI: Generative AI for Synthetic Linux Log Generation and Evaluation (2025)
• A Two-Tiered Framework for Anomaly Classification in IoT Networks Utilizing CNN-BiLSTM Model (2024)
• Context-aware Root Cause Localization in Distributed Traces Using Social Network Analysis (Work In Progress paper) (2024)
• Enhancing empirical software performance engineering research with kernel-level events: A comprehensive system tracing approach (2024)
• Resource Life-Cycle Aware Noise Detection via Kernel Event Monitoring (2024)
• Toward Adaptive Tracing: Efficient System Behavior Analysis using Language Models (2024)
• CNN-BiLSTM-Based Classification of RPL Attacks in IoT Smart Grid Networks (Industry Track) (2023)
• EMD-SCS: A Dynamic Behavioral Approach for Early Malware Detection with Sonification of System Call Sequences (2023)
• Identification and Classification of JMH Microbenchmark States using Time Series Analysis (2023)
• PASD: A Performance Analysis Approach Through the Statistical Debugging of Kernel Events (2023)
• Towards a Classification of Log Parsing Errors (2023)
• Deep Learning Driven Anomaly Based Intrusion Detection System for IoT: Poster Abstract (2022)
• N-Lane Bridge Performance Antipattern Analysis Using System-Level Execution Tracing (2022)
• Performance Anomaly Detection through Sequence Alignment of System-Level Traces (2022)
• Efficient Heap Monitoring Tool for Memory Leak Detection and Root-cause Analysis (2021)
• Malware System Calls Detection Using Hybrid System (2021)
• The Use of Anomaly Detection for the Detection of Different Types of DDoS Attacks in Cloud Environment (2021)
• Multi-level Host-based Intrusion Detection System for Internet of Things (2020)
• Automatic Cause Detection of Performance Problems in Web Applications (2019)
• Machine Learning-Based EDoS Attack Detection Technique Using Execution Trace Analysis (2019)
• Intrusion Response Systems: Survey and Taxonomy (2012)