Threat Detection

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7 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

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  1. HydroJEV: A one-second, training-free screen for cyber-attack and fault attribution in water distribution networks

    Oct 1, 2026Tianwei Mu, Shengyan Jiang, Mingzhe Yuan +5Threat DetectionTriage

    School of Municipal Engineering and Environment, Shenyang Jianzhu University, Shenyang 110168, China · Guangzhou Institute of Industrial Intelligence, Guangzhou 510000, China · Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110169, China +2

  2. Topological Signatures of Cyber-Attack Classes in Natural Visibility Graph Representations of Network Traffic

    Sep 22, 2026Ali Melih Kanca, Ilker TurkerNetwork TrafficThreat Detection

    Department of Computer Engineering, Faculty of Computing and Informatics Sciences, Karabuk University, Karabuk, Türkiye

  3. AURA: Adaptive Uncertainty-Routed Analysis for Email Threat Detection

    Sep 17, 2026Omran Berjawi, Walid fahs, Rida KhatounPhishingThreat Detection

    Institut Polytechnique de Paris, Télécom Paris, Palaiseau, France · Islamic University of Lebanon, Faculty of Engineering, Wardanieh, Lebanon

  4. Self-Verifying Anomaly Detection using Explainable AI for Cybersecurity of DER Networks

    Sep 14, 2026Damilola Popoola, Souradeep Bhattacharya, Manimaran GovindarasuInterpretable Anomaly DetectionDistributed Energy Resources

    Department of Electrical and Computer Engineering Iowa State University, Ames, IA 50011

  5. Temporal and Multimodal Deep Learning for Cyberattack Detection in LEO Satellite Systems

    Sep 12, 2026Kyle Stein, Guillermo Francia III, Eman El-Sheikh +1Low Earth Orbit Satellite NetworksThreat Detection

    Center for Cybersecurity and AI University of West Florida Pensacola, FL, USA

  6. Robust Industrial Cyber Physical Classification Using Neuromorphic Temporal Embeddings and Hybrid SNN XGBoost Under Machine Unlearning Attacks

    Sep 9, 2026Ammar Kamoona, Sajad Koushkbaghi, Mahdi Jalili +2Cyber-Physical SystemThreat Detection

    Powercor, Melbourne, VIC, Australia

  7. Concept drift mitigation through community and spectral graph analysis for the detectionof cyberattacks in network traffic

    Sep 8, 2026Julien Michel, Abdul Qadir Khan, Majed Jaber +1Threat DetectionGeneralist Graph Anomaly Detection

    Laboratoire de Recherche de l’EPITA, 14-16 Rue Voltaire, Le Kremlin-Bicêtre, 94270, France · ICube, UMR7357, Université de Strasbourg, Strasbourg, 67000, France

  8. Machine Learning-Based Cyber Defense for Cloud Infrastructure: An Adaptive Deep Q-Network Architecture for Intelligent Intrusion Detection and Automated Threat Mitigation

    Aug 12, 2026Md Yassir Mottalib, Md Yousuf, Eklachur Rahman Bhuiyan +5Threat DetectionIntrusion Detection

    Master of Science in Information System Technology, Wilmington University, USA · Master's of Science in Data Analytics, College of Sciences and Technology, University of Houston- Downtown, USA · Master of Science in Information Technology, Washington University of Science and Technology, USA +4

  9. Towards Model-based Run-time Cybersecurity: On Control-Flow Anomaly Detection, Attack Identification, and Hardware Monitoring

    Aug 12, 2026Martin Sachenbacher, Martin Leucker, Alexander Weiss +1Threat DetectionRuntime

    Faculty of Computer Science and Mathematics, OTH Regensburg, Galgenbergstraße 32, 93053 Regensburg, Germany · Institute for Software Engineering and Programming Languages, Universität zu Lübeck, Ratzeburger Allee 160, 23562 Lübeck, Germany · Accemic Technologies GmbH, Franz-Huber-Straße 39, 83088 Kiefersfelden, Germany

  10. Benchmarking Cyberattack Detection in Electric Vehicle Charging Infrastructure with Benign User Updates

    Aug 11, 2026Hannan Chen, Roshni Anna Jacob, Jie ZhangElectric VehiclesThreat Detection

    Department of Mechanical Engineering, The University of Texas at Dallas, Richardson, TX 75080, USA

  11. DeepFaith: Evidence-Grounded LLMs for Faithful Incident Reporting in Multi-Stage APT Defense

    Jul 27, 2026Trung V. Phan, Tri Gia Nguyen, Thomas BauschertIncident ResponseThreat Detection

    Chair of Communication Networks, Technische Universität Chemnitz, 09126 Chemnitz, Germany · Department of Information Assurance, FPT University, Da Nang 50509, Vietnam

  12. Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models

    Jul 23, 2026Shoya Otsu, Kei Suzuki, Toshiaki Koike-Akino +2Threat DetectionInterpretable Anomaly Detection

    Mitsubishi Electric Corporation, Japan. · Mitsubishi Electric Research Laboratories, Cambridge, MA, USA.

  13. ChainWatch: A Kill Chain-Aligned Sequential Detection Framework for Multi-Step Attacks in MCP-Based AI Agent Systems

    Jul 20, 2026Om Narayan, Rashmi Jyoti, Ramkinker SinghThreat DetectionModel Context Protocol

    Computer Science New York University New York, USA · Cybersecurity University of Maryland, College Park MD, USA · Carnegie Mellon University Pittsburgh, USA

  14. Hybrid Latent-Structural Fusion (HLSF) for Cyber Anomaly Detection

    Jul 20, 2026Dorianis M. Perez, Maksim E. Eren, Bryan E. KaiserAnomaly ScoreThreat Detection

    Center for Computing Research, Sandia National Laboratory, Albuquerque, NM 87185 · aX Computational Physics Division, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA · Analytics, Intelligence, and Technology Division, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA

  15. Contextualized Early Detection of Online Firestorms: A Sequential LLM-Based Approach

    Jul 16, 2026Besim Shala, Peter Mandl, Andreas Humpe +1Content ModerationThreat Detection

    University of Applied Sciences Munich, Germany

  16. Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical Systems

    Jul 7, 2026Alexander Apartsin, Yehudit ApersteinCyber-Physical SystemThreat Detection

    Holon Institute of Technology (HIT), Holon, Israel · Afeka Academic College of Engineering, Tel Aviv, Israel

  17. Towards Improved Anomaly Detection for Cloud Cybersecurity via Graph Neural Networks

    Jun 27, 2026Manu Nandan, TJ Jaymes, Michael Brautbar +1Threat DetectionCybersecurity

    CrowdStrike, Inc., USA · Univ. of Maryland, Baltimore County, USA

  18. ML-Powered LDAP Reconnaissance Detection using Weak Supervision

    Jun 27, 2026Shaefer Drew, Edward Raff, Michael Brautbar +6Threat Detection

    CrowdStrike · Redmond, OR, USA · Jamesville, NY, USA +7

  19. Multi-Source Cybersecurity Logs: An ATT&CK-Labeled Dataset and SLM Evaluation

    Jun 16, 2026Abir Ashab Niloy, Ahmed Ryan, Imamul Hossain Rafi +2Threat DetectionCyberattacks

    University of Dhaka · The University of Alabama

  20. Is Your Trajectory Displacement Safe in Long-tail?

    Jun 15, 2026Qiao Sun, Weicheng Zheng, Yixin Huang +1Trajectory GenerationThreat Detection

    Shanghai Qi Zhi Institute · Tongji University · Tsinghua University

  21. Online Shift Detection and Conformal Adaptation for Deployed Safety Classifiers

    Jun 10, 2026Jun Wen LeongDistribution ShiftsThreat Detection

  22. A Source Domain is All You Need: Source-Only Cross-OS Transfer Learning for APT Anomaly Detection via Semantic Alignment and Optimal Transport

    Jun 8, 2026Sidahmed Benabderrahmanea, Petko Valtchev, James Cheney +1Threat DetectionAnomaly Score

    New York University, NYUAD, Division of Science, Computer Science Department. · University of Quebec in Montreal, Computer Science Department, Montreal. · University of Edinburgh, School of Informatics, Edinburgh.

  23. Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning

    Jun 7, 2026Bernhard Kneip, Nhien-An Le-Khac, Hong-Hanh Nguyen-LeDigital ForensicsThreat Detection

  24. An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response

    Jun 6, 2026Joseph Walusimbi, Joshua Benjamin SsentongoThreat DetectionAcademic Integrity

    Department of Electronics and Computer Engineering, Soroti University, Soroti, Uganda

  25. Attack Detection using Time Series Foundation Models

    Jun 4, 2026Sribalaji C. Anand, Anh Tung Nguyen, George J. PappasThreat DetectionTime Series Foundation Models

    University of Pennsylvania, United States · Uppsala University, Sweden

  26. TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection

    Jun 4, 2026Van Le, Trevor Tran, Tan LeThreat DetectionDrone Detection

    Virginia Tech, Blacksburg, VA 24061, USA · Hampton University, Hampton, VA 23669, USA

  27. Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

    Jun 4, 2026Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel, Md. Arifur Rahman +1Threat DetectionIntrusion Detection

    Department of Computer Science, Maharishi International University, Fairfield, Iowa, USA. · Department of Information Studies, Trine University, Angola, Indiana, USA. · Department of Business Information Systems, Central Michigan University, Mount Pleasant, Michigan, USA.

  28. Real-Time Threat Detection from Surveillance Cameras using Machine Learning

    Jun 4, 2026Gajendra Mandal, J. P. Patra, Priyansh MahantVideo SurveillanceObject Detection

    Department of Computer Science & Engineering Chhattisgarh Swami Vivekanand Technical University, Bhilai, India

  29. Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding

    Jun 4, 2026Nelly Elsayed, Zag ElSayed, Navid AsadizanjaniDimensionality ReductionThreat Detection

    School of Information Technology University of Cincinnati Ohio, United States · Dept. of Electrical & Computer Engineering University of Florida Florida, United States

  30. NLLog: Lightweight, Explainable SOC Anomaly Detection via Log-to-Language Rewriting

    Jun 3, 2026Samuel Ndichu, Tao Ban, Seiichi Ozawa +2Interpretable Anomaly DetectionThreat Detection

    National Institute of Information and Communications Technology, Tokyo, Japan · Kobe University, Kobe, Japan

  31. SECUREVENT: Hybrid AI/ML Security Monitoring for Distributed Event-Based Systems

    Jun 1, 2026Eric LiangThreat DetectionDistributed Denial-Of-Service

    Oracle

  32. A Lightweight Hybrid MLP-Based Framework for Real-Time Phishing URL Detection Using Structural URL Features

    May 30, 2026Uche Unoke Emmanuel, Gideon Francis OghiePhishingThreat Detection

    Department of Cyber Security Science, School of Information and Communication Technology, Federal University of Technology, Minna, Nigeria

  33. GETA: Generalized Encrypted Traffic Analysis

    May 29, 2026Ransika Gunasekara, Rahat Masood, Salil KanhereNetwork TrafficThreat Detection

    University of New South Wales (UNSW)

  34. Cyber-Physical Anomaly Detection in IoT-Enabled Smart Grids Using Machine Learning and Metaheuristic Feature Optimization

    May 21, 2026Adis Alihodžić, Eva Tuba, Milan TubaInterpretable Anomaly DetectionCyber-Physical System

    Department of Mathematical and Computer Sciences, University of Sarajevo, Zmaja od Bosne 33–35, Sarajevo, 71000, Bosnia & Herzegovina · Singidunum University, Danijelova 32, Belgrade, 11000, Serbia · Trinity University, 1 Trinity Pl, San Antonio, 78212, Texas, USA +1

  35. UNAD+: An Explainable Hybrid Framework for Unknown Network Attack Detection

    May 21, 2026Saif Alzubi, Frederic StahlThreat DetectionIntrusion Detection

    Department of Computer Science, University of Exeter, Exeter, UK · German Research Center for Artificial Intelligence GmbH (DFKI), Marine Perception, Marie-Curie-Straße 1, 26129 Oldenburg, Germany

  36. GenAI-Driven Threat Detection with Microsoft Security Copilot

    May 20, 2026Scott Freitas, Amir GharibThreat DetectionDiverse Attacks

    Microsoft Security Research

  37. Latent Geometry as a Structural Monitor: Eigenspace Alignment for Anomaly Detection in Anonymity Networks

    May 19, 2026Vaibhav ChhabraThreat DetectionAnonymization

    USPTO Patent #64/034,500

  38. Lightweight and Fast Backdoor Model Detection

    May 17, 2026Yinbo Yu, Jing Fang, Xuewen Zhang +4Clean Label Backdoor AttackFewer Surprising Backdoors

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, 210016, China · Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen, Guangdong, 518057, China · School of Software, Northwestern Polytechnical University, Xi’an, Shaanxi, 710072, P.R. China +2

  39. Latency-Aware Deep Learning Benchmark for Real-Time Cyber-Physical Attack and Fault Classification in Inverter-Dominated Power Grids

    May 17, 2026Emad Abukhousa, Saman Zonouz, A. P. Sakis MeliopoulosPower SystemsDistributed Energy Resources

    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA

  40. Filter-then-Verify: A Multiphase GNN and ModernBERT Framework for Social Engineering Detection in Email Networks

    May 17, 2026Barsat Khadka, Prasant Koirala, Kshitiz Neupane +1Threat DetectionGraph Neural Networks

    School of Computing Sciences and Computer Engineering, The University of Southern Mississippi, 118 College Drive, Hattiesburg, MS 39406, USA

  41. Product-Aware Deep Autoencoders for Robust Process Monitoring in Multi-Product Cyber-Physical Systems

    May 13, 2026MD Shafikul Islam, Jordan CardenMultimodal Industrial Anomaly DetectionCyber-Physical System

  42. Context-Aware Web Attack Detection in Open-Source SIEM Systems via MITRE ATT&CK-Enriched Behavioral Profiling

    May 13, 2026Badr Alboushy, Assef Jafar, Mohamad Aljnidi +2Threat DetectionIncident Response

    Higher Institute for Applied Sciences and Technology (HIAST), Damascus, Syria. · Syrian Private University, Damascus, Syria. · Arab International University, Damascus, Syria. +1

  43. Content-Aware Attack Detection in LLM Agent Tool-Call Traffic: An Empirical Study of Features, Architectures, and Evaluation Protocols

    May 11, 2026Sultan ZavrakArtificial Intelligence DetectionModel Context Protocol

    Department of Computer Engineering, Duzce University, Duzce, Turkey

  44. ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage

    May 9, 2026Wenbo Gao, Songbai Tan, Zhongan Wang +6Fraud DetectionThreat Detection

    Harbin Institute of Technology, Shenzhen · Shenzhen University · Zhejiang University +4

  45. PAMPOS: Causal Transformer-based Trajectory Prediction for Attack-Agnostic Misbehavior Detection in V2X Networks

    May 7, 2026Konstantinos Kalogiannis, Ahmed Mohamed Hussain, Panos PapadimitratosV2XThreat Detection

    Networked Systems Security Group · KTH Royal Institute of Technology · Stockholm, Sweden

  46. Decompose to Understand, Fuse to Detect: Frequency-Decoupled Anomaly Detection for Encrypted Network Traffic

    May 3, 2026Xinglin Lian, Chengtai Cao, Ting Zhong +3Graph Anomaly DetectionAnomaly Score

    School of Information and Software Engineering, University of Electronic Science and Technology of China · Department of Computer Science, City University of Hong Kong · Department of Computer Science and Engineering, Hong Kong University of Science and Technology +1

  47. Toward Autonomous SOC Operations: End-to-End LLM Framework for Threat Detection, Query Generation, and Resolution in Security Operations

    Apr 30, 2026Md Hasan Saju, Akramul AzimThreat DetectionCybersecurity

    † Department of Electrical, Computer and Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada

  48. TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication

    Apr 23, 2026Haolin Zhang, William Reber, Yuxuan Zhang +2PhishingThreat Detection

    Texas A&M University

  49. Dynamic Risk Assessment by Bayesian Attack Graphs and Process Mining

    Apr 20, 2026Francesco Vitale, Simone Guarino, Stefano Perone +2Common Vulnerabilities And ExposureThreat Detection

    DIETI, University of Naples Federico II, Naples, Italy · Department of Engineering, University Campus Bio-Medico of Rome, Rome, Italy

  50. Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation

    Sep 24, 2025Tharcisse Ndayipfukamiye, Jianguo Ding, Doreen Sebastian Sarwatt +2Threat DetectionCybersecurity

    Department of Computer Science and Technology, University of Science and Technology Beijing · Department of Computer Science, Blekinge Institute of Technology

  51. CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection

    Apr 2, 2025Diego Cajaraville-Aboy, Marta Moure-Garrido, Carlos Beis-Penedo +5Threat DetectionFederated Learning

    atlanTTic Research Center – ICLAB – Universidade de Vigo, Vigo, 36310, Spain · Department of Telematic Engineering, Universidad Carlos III de Madrid, Spain

  52. ModSec-Learn: Boosting ModSecurity with Machine Learning

    Jun 19, 2024Christian Scano, Giuseppe Floris, Biagio Montaruli +7Threat DetectionSemantic Firewall

    University of Cagliari, Cagliari, Italy · Pluribus One, Cagliari, Italy · SAP Security Research, Mougins, France +3

  53. Chameleon: An Adaptive AI-Driven Honeypot Architecture Using Threat-Calibrated Particle Swarm Optimization and Semantic Deception Rapidly-Exploring Random Trees

    Date pendingRohit Swami, Tushar Singh, Akash Warde +1HoneypotsThreat Detection

    Dept. of AI and Data Science, SIES Graduate School of Technology, Mumbai, India