Intrusion Detection

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7 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Intrusion Detection.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Intrusion Detection.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Intrusion Detection.

119 papers

Latest in Intrusion Detection

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  1. Not All Relations Are Equal: Relation-Balanced and Calibrated Graph Learning for Provenance-Based Intrusion Detection

    Sep 15, 2026Lijie Zheng, Ji He, Alessandro Brighente +2Intrusion DetectionGraph Representation Learning

  2. On Identifying Adversarial Intent Injection in AI-Native 6G Networks

    Sep 14, 2026Nilesh Chakraborty, Petar Djukic, Burak KantarciIntrusion DetectionArtificial Intelligence Detection

  3. Learning Intrusion Response Strategies for OT Systems

    Sep 9, 2026Duc Huy Le, Rolf StadlerIntrusion DetectionIncident Response

  4. Exploring Bottom-Up Clustering for Creating Semantic IDs

    Sep 8, 2026Leah Woldemariam, Sudhanshu Garg, Taha Belkhouja +2Bottom-Up FrameworkImage Clustering

  5. Privacy, Robustness, and Fairness Trade-offs in Federated Intrusion Detection: Geometric Indistinguishability at the Aggregation Interface

    Sep 3, 2026Adrita Rahman Tory, ABM Shawkat Ali, Md Abu Layek +1Federated LearningIntrusion Detection

  6. Preference Shapes Relevance: Cross-component Hierarchical Semantic Alignment for Personalized Generative Retrieval

    Aug 31, 2026Gaoming Zhang, Angqing Jiang, Jianchun Song +4Geo-Contextual AlignmentPersonalization

  7. The "Curse of Knowledge" in LLM Query Simulation: Concept Provenance for Tracing Answer-Side Intrusion

    Aug 26, 2026Chenglong Ma, Xinye Wanyan, Danula Hettiachchi +2Large Language Model ResponsesUser Simulation

  8. Attribute-Conditioned Multimodal Slot Factorization for Controllable Fashion Retrieval

    Aug 12, 2026Najmeh Forouzandehmehr, Topojoy Biswas, Evren Korpeoglu +1Multimodal RetrievalGarments

  9. 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 +5Intrusion DetectionCybersecurity

  10. HCGRec: Hint-Conditioned Generative Recommendation with Semantic IDs

    Aug 12, 2026Kangning Zhang, Haotian Fang, Xukun Luo +6Large-Scale Recommendation SystemsHigh-Fidelity Conditional Generation

  11. Dueling Deep Q-Learning for Intrusion Detection

    Aug 11, 2026Logan Luna, Matthew P. Berkowitz, Laxima Niure Kandel +1Intrusion DetectionDeep Q-Networks

  12. Conversational versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Reliance

    Aug 11, 2026Cong Chi Nguyen, Trang Mai Xuan, Vu-Duc Ngo +3Unmanned Aerial Vehicle DetectionIntrusion Detection

  13. Beyond Detection Accuracy: Measuring Explanation Cost, Stability, and Utility for Resource-Aware IoT Intrusion Detection

    Aug 11, 2026Abdurrahman TolayIntrusion DetectionInternet Of Thing

  14. Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation

    Aug 10, 2026Chenxi Li, Yuchen Lu, Xu YangLarge-Scale Recommendation SystemsBeam Search

  15. Beyond Routing: Decoupling Expert Dispatch and Aggregation in Sparse Mixture-of-Experts

    Aug 9, 2026Zongfei LiMixture-of-Experts ModelsExperts

  16. Defending Retrieval-Augmented Intrusion Detection Against Knowledge Poisoning and Prompt Injection

    Aug 8, 2026Kaysarul Anas Apurba, Md. Hasibul Hasan, Mahedee Zaman Moon +2Intrusion DetectionHievi-Rag

  17. FedTransKD-IDS: Robust Federated Transfer Learning with Knowledge Distillation for Intrusion Detection in IoT

    Aug 6, 2026Mohammad Hosssein Gholamrezazadeh, Ahmadreza MontazerolghaemAhmadreza MontazerolghaemFederated LearningInternet Of Thing

  18. Behavioral Residualization for Unsupervised Intrusion Detection in Automotive CAN Networks

    Aug 6, 2026Chandan Hegde, Mukundh R ReddyIntrusion DetectionReconstruction-Based Anomaly Detection

  19. A 6G Integrated Sensing and Communication Framework for Railway Intrusion Detection and Collision Prediction

    Aug 5, 2026Ajeet Kumar Yadav, Sankaran Balasubramaniam, Aritra Chatterjee +3Integrated Sensing And CommunicationRailway Environments

  20. FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks

    Aug 4, 2026An Khanh Bui, Cong Thanh Nguyen, Hoang-Anh Pham +2Intrusion DetectionFederated Learning

  21. A Multi-Objective AutoML-based Efficient Intrusion Detection System for EV Charging Networks

    Aug 3, 2026Li YangIntrusion DetectionElectric Vehicles

  22. How Benchmarks and Evaluation Protocols Shape Conclusions in Provenance-Based Intrusion Detection

    Aug 2, 2026Lorenzo Guerra, Thomas Chapuis, Guillaume Duc +2Intrusion DetectionEvaluation Protocols

  23. Explainable Hybrid Feature Selection for Intrusion Detection in Internet of Medical Things Environments

    Aug 1, 2026Amira Berrezzek, Hayet Djellali, Giulio Mallardi +1Intrusion DetectionFeature Importance

  24. FakeIDet3-DB: Refining Digital Attacks and Patch Extraction for Secure ID Benchmarking

    Jul 29, 2026Muñoz-Haro Javier, Teruel Andres, Tolosana Ruben +4Digital ForensicsAnonymization

  25. Robust Unsupervised Network Intrusion Detection via Federated Learning with Selective Aggregation under Anomalous Sample Contamination

    Jul 28, 2026Shohei Kamiguchi, Takayuki NishioReconstruction-Based Anomaly DetectionIntrusion Detection

  26. VaLiDRec: Variable-Length LLM-Aligned Semantic IDs for Generative Recommendation

    Jul 28, 2026Shutong Qiao, Wei Yuan, Tong Chen +3RecommendationLarge Language Model Generation

  27. Understanding Semantic IDs: From Item Representation to Item Selection in Generative Recommendation

    Jul 27, 2026Junting Wang, Xinrui He, Yunzhe Li +1RecommendationIntrusion Detection

  28. Agentic Cloud Decoys: A Deception-Driven Framework for Autonomous Intrusion Investigation

    Jul 27, 2026Mohan Manivannan, Dalal AlharthiMultivariate Telemetry DataIntrusion Detection

  29. Tokens are All You Need: Dual-purpose Semantic IDs for Achieving LLM-Level I/O Efficiency in recommendation systems

    Jul 26, 2026Baolei Li, Yiping Yuan, Yilin Zheng +6Large-Scale Recommendation SystemsSequential Recommendation

  30. Invariant Discovery for Networked Systems

    Jul 24, 2026Hongyu Hè, Alexander Krentsel, Sylvia Ratnasamy +1Automatic Identification SystemIntrusion Detection

  31. Micro-Segmentation Anomaly Detection in Zero-Trust Software-Defined Network Fabrics

    Jul 24, 2026Ashly JosephIntrusion DetectionAnomaly Detection

  32. A Multi-Model Hybrid Defense Approach Against White-box Adversarial Attacks in Computer Network Traffic

    Jul 19, 2026Khushnaseeb RoshanAdversarial ExamplesIntrusion Detection

  33. Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection

    Jul 17, 2026Raihan Sultan Pasha Basuki, Aliyah KurniasihIntrusion DetectionGenerative Adversarial Network

  34. Traffic-Aware Randomized Smoothing for LLM-Based Network Intrusion Detection

    Jul 15, 2026Zhenpeng LiIntrusion Detection

  35. BARS: Benign-Anchored Ranking and Selection for False Alarm Reduction in Network Intrusion Detection

    Jul 14, 2026Abu Fuad Ahmad, Istiaque AhmedIntrusion DetectionRanking

  36. Closing the Loop: An Access-Control Architecture for Automated, Anomaly-Driven Network Revocation in IoT Deployments

    Jul 13, 2026Muhammet Emir Korkmaz, Kemal Bicakci, Yusuf UzunayInternet Of ThingIntrusion Detection

  37. F-ACVAE: A Federated Adaptive Conditional Variational Auto-Encoder for Privacy-Preserving Intrusion Detection in IoT Networks

    Jul 6, 2026Mohammad Ansarimehr, Somayeh Changiz, Ehsan Baghishani +1Internet Of ThingIntrusion Detection

  38. Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN

    Jul 3, 2026Long Zhao, Shixun Ji, Bin Cheng +1Internet Of ThingIntrusion Detection

  39. RES-DARE: Failure-Aware Expert Adaptation and Rollback-Safe Self-Repair for Intrusion Detection

    Jul 2, 2026Rahil Aftab, Anyash Prasad, Soumya Mazumdar +2Intrusion DetectionFault Injection Experiments

  40. Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

    Jul 1, 2026Jiefei Liu, Abu Saleh Md Tayeen, Pratyay Kumar +5Intrusion DetectionFederated Learning

  41. Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

    Jul 1, 2026Jose Luis Vela Alonso, Carmen PellicerIntrusion DetectionSynthetic Training Data

  42. Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

    Jul 1, 2026MD Azizul Hakim, Md Shihab Uddin, Talha Ibne AnisInternet Of ThingIntrusion Detection

  43. Comparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT Networks

    Jun 30, 2026Rana Alharbi, Chuadhry Mujeeb AhmedIntrusion DetectionInternet Of Thing

  44. CAN We Trust Your Results? A Cross-Dataset Study of Automotive IDS Evaluation

    Jun 29, 2026Beatrix Koltai, Gergely Acs, Andras GazdagIntrusion DetectionCross-Dataset Benchmark

  45. Multi-Level Distributional Entropy for Explainable Network Intrusion Detection

    Jun 29, 2026Mohamed Aly Bouke, Md Shohel Sayeed, Swee-Huay Heng +2Intrusion Detection

  46. PLAA: Packet-level Adversarial Attacks in Network Traffic Detection

    Jun 26, 2026Jinhao You, Zan Zhou, Shujie Yang +3Intrusion DetectionNetwork Traffic

  47. A Hybrid CNN-LSTM Intrusion Detection Framework for Cybersecurity in Smart Renewable Energy Grids

    Jun 23, 2026Sajib Debnath, Remon DasSmart GridsIntrusion Detection

  48. Decoherence as Defence and the Magnitude of Noise Regularisation: A Rigorous N -Qubit Theory of Stochastic Quantum Neural Networks for Adversarially Robust Network Intrusion Detection

    Jun 23, 2026Gautier-Edouard Edouard FilardoQuantum Neural NetworksEntanglement

  49. From CVE to CWE: Syscall-Based HIDS Generalisation

    Jun 21, 2026Alexander V. Kozachok, Stanislav G. Vyugov, Shamil G. MagomedovIntrusion DetectionVulnerability Detection & Repair

  50. Synthetic Network Packet Generation through Statistical Learning and Genetic Algorithms

    Jun 18, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionGenerative Adversarial Network

  51. Machine Unlearning for the XGBoost Model with Network Intrusion Datasets

    Jun 17, 2026Diana Magalhães, Eva Maia, João Vitorino +1Machine UnlearningXgboost

  52. MIDS: Detecting Stealthy Masquerade and Tampering Attacks on CAN Bus via Bidirectional Mamba

    Jun 17, 2026Qiqi Liu, Runhan Song, Lei Cui +3Intrusion DetectionBidirectional Mamba

  53. Agentra: A Supervisable Multi-Agent Framework for Enterprise Intrusion Response

    Jun 16, 2026Raj Patel, Shaswata Mitra, Michele Guida +3Incident ResponseIntrusion Detection

  54. ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents

    Jun 16, 2026Ander Alvarez, Santhiya Rajan, Samuel Mugel +1Fact-CheckingModel Context Protocol

  55. Timestamp-Aware Spatio-Temporal Graph Contrastive Learning for Network Intrusion Detection

    Jun 15, 2026Jianli Dai, Guangwei Wu, Jiacheng Li +3Intrusion DetectionTemporal Graph Neural Networks

  56. ChronoID: Infusing Explicit Temporal Signals into Semantic IDs for Generative Recommendation

    Jun 12, 2026Dongdong Nian, Dongqi Fu, Chenliang Xu +4RecommendationChronos

  57. Evaluation of AutoML Frameworks for IDS under Imbalanced Data Conditions of the NSL-KDD Dataset

    Jun 10, 2026Wiliane Carolina Silva, Evandro César Vilas Boas, Felipe A. P. de FigueiredoExtreme Class ImbalanceIntrusion Detection

  58. Categorical Robustness Assessment for Machine Learning based Network Intrusion Detection Systems

    Jun 10, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionAdversarial Examples

  59. Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

    Jun 9, 2026Zach Moczkodan, Hany RagabIntrusion DetectionHybrid Transformer

  60. nCMD: Benign-Anchored Feature Selection for Imbalanced Network Intrusion Detection

    Jun 7, 2026Abu Fuad Ahmad, Istiaque AhmedIntrusion DetectionFeature Selection