Evaluating lightweight unsupervised online IDS for masquerade attacks in CAN.

Pablo Moriano

Pablo Moriano Steven Hespeler Mingyan Li Robert A. Bridges Evaluating lightweight unsupervised online IDS for masquerade attacks in CAN. 2026 104392 98 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2026.104392 db/journals/istr/istr98.html#MorianoHLB26 streams/journals/istr

Nirab Hossain Pablo Moriano Evaluating False Alarm and Missing Attacks in CAN IDS. 2026 February abs/2602.02781 CoRR https://doi.org/10.48550/arXiv.2602.02781 db/journals/corr/corr2602.html#abs-2602-02781 streams/journals/corr

Dalyapraz Manatova Pablo Moriano L. Jean Camp Community Concealment from Unsupervised Graph Learning-Based Clustering. 2026 February abs/2602.12250 CoRR https://doi.org/10.48550/arXiv.2602.12250 db/journals/corr/corr2602.html#abs-2602-12250 streams/journals/corr

Pablo Moriano Steven C. Hespeler Mingyan Li Maria Mahbub Adaptive anomaly detection for identifying attacks in cyber-physical systems: A systematic literature review. 283 2025 September 58 Artif. Intell. Rev. 9 https://doi.org/10.1007/s10462-025-11292-w db/journals/air/air58.html#MorianoHLM25 streams/journals/air

Ratun Rahman Pablo Moriano Samee U. Khan Dinh C. Nguyen Electrical Load Forecasting Over Multihop Smart Metering Networks With Federated Learning. 38413-38426 2025 September 12 IEEE Internet Things J. 18 https://doi.org/10.1109/JIOT.2025.3586115 db/journals/iotj/iotj12.html#RahmanMKN25 streams/journals/iotj

William Marfo Pablo Moriano Deepak K. Tosh Shirley V. Moore Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning. 13127-13142 2025 20 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2025.3636019 db/journals/tifs/tifs20.html#MarfoMTM25 streams/journals/tifs

Ratun Rahman Pablo Moriano Samee U. Khan Dinh C. Nguyen Electrical Load Forecasting over Multihop Smart Metering Networks with Federated Learning. 2025 February abs/2502.17226 CoRR https://doi.org/10.48550/arXiv.2502.17226 db/journals/corr/corr2502.html#abs-2502-17226 streams/journals/corr

Steven C. Hespeler Pablo Moriano Mingyan Li Samuel C. Hollifield Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation. 2025 June abs/2506.12183 CoRR https://doi.org/10.48550/arXiv.2506.12183 db/journals/corr/corr2506.html#abs-2506-12183 streams/journals/corr

Jaidev Goel Pablo Moriano Ramakrishnan Kannan Yulia R. Gel Community detection robustness of graph neural networks. 2025 September abs/2509.24662 CoRR https://doi.org/10.48550/arXiv.2509.24662 db/journals/corr/corr2509.html#abs-2509-24662 streams/journals/corr

Pablo Moriano Andy Berres Haowen Xu Jibonananda Sanyal Spatiotemporal features of traffic help reduce automatic accident detection time. 122813 2024 244 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.122813 db/journals/eswa/eswa244.html#MorianoBXS24

Zhi-Feng Wei Pablo Moriano Ramakrishnan Kannan Robustness of graph embedding methods for community detection. 2024 abs/2405.00636 CoRR https://doi.org/10.48550/arXiv.2405.00636 db/journals/corr/corr2405.html#abs-2405-00636

Pablo Moriano Steven C. Hespeler Mingyan Li Robert A. Bridges Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN. 2024 abs/2406.13778 CoRR https://doi.org/10.48550/arXiv.2406.13778 db/journals/corr/corr2406.html#abs-2406-13778

William Marfo Pablo Moriano Deepak K. Tosh Shirley V. Moore Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning. 2024 abs/2408.05427 CoRR https://doi.org/10.48550/arXiv.2408.05427 db/journals/corr/corr2408.html#abs-2408-05427 streams/journals/corr

Pablo Moriano Steven C. Hespeler Mingyan Li Maria Mahbub Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review. 2024 abs/2411.14278 CoRR https://doi.org/10.48550/arXiv.2411.14278 db/journals/corr/corr2411.html#abs-2411-14278 streams/journals/corr

Md Hasan Shahriar Yang Xiao 0010 Pablo Moriano Wenjing Lou Y. Thomas Hou 0001 CANShield: Deep-Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal Level. 22111-22127 2023 dec15 10 IEEE Internet Things J. 24 https://doi.org/10.1109/JIOT.2023.3303271 db/journals/iotj/iotj10.html#ShahriarXMLH23

Edmon Begoli Edmon Meyer Pablo Moriano Sean Oesch Poster: Cognitive Cyber - Dynamic, Adaptive Cyber Defense Systems for Massively Distributed, Autonomous, and Ad-hoc Computing Environments. 177-179 2023 DEBS https://doi.org/10.1145/3583678.3603283 https://www.wikidata.org/entity/Q130822212 conf/debs/2023 db/conf/debs/debs2023.html#BegoliMMO23

Moyi Tian Pablo Moriano Robustness of community structure under edge addition. 2023 abs/2304.07238 CoRR https://doi.org/10.48550/arXiv.2304.07238 db/journals/corr/corr2304.html#abs-2304-07238

Samuel C. Hollifield Pablo Moriano William Luke Lambert Joel Asiamah Isaac Sikkema Michael D. Iannacone Developing and Deploying Security Applications for In-Vehicle Networks. 2023 abs/2306.15588 CoRR https://doi.org/10.48550/arXiv.2306.15588 db/journals/corr/corr2306.html#abs-2306-15588

Pablo Moriano Robert A. Bridges Michael D. Iannacone Detecting CAN Masquerade Attacks with Signal Clustering Similarity. 2022 abs/2201.02665 CoRR https://arxiv.org/abs/2201.02665 db/journals/corr/corr2201.html#abs-2201-02665

Md Hasan Shahriar Yang Xiao 0010 Pablo Moriano Wenjing Lou Y. Thomas Hou 0001 CANShield: Signal-based Intrusion Detection for Controller Area Networks. 2022 abs/2205.01306 CoRR https://doi.org/10.48550/arXiv.2205.01306 db/journals/corr/corr2205.html#abs-2205-01306

Pablo Moriano Raquel Hill L. Jean Camp Using bursty announcements for detecting BGP routing anomalies. 107835 2021 188 Comput. Networks https://doi.org/10.1016/j.comnet.2021.107835 db/journals/cn/cn188.html#MorianoHC21

Deborah H. Blevins Pablo Moriano Robert A. Bridges Miki E. Verma Michael D. Iannacone Samuel C. Hollifield Time-Based CAN Intrusion Detection Benchmark. 2021 abs/2101.05781 CoRR https://arxiv.org/abs/2101.05781 db/journals/corr/corr2101.html#abs-2101-05781

Jonathan Bryan Pablo Moriano Graph-Based Machine Learning Improves Just-in-Time Defect Prediction. 2021 abs/2110.05371 CoRR https://arxiv.org/abs/2110.05371 db/journals/corr/corr2110.html#abs-2110-05371

Jayati Dev Pablo Moriano L. Jean Camp Lessons Learnt from Comparing WhatsApp Privacy Concerns Across Saudi and Indian Populations. 81-97 2020 SOUPS @ USENIX Security Symposium https://www.usenix.org/conference/soups2020/presentation/dev conf/soups/2020 db/conf/soups/soups2020.html#DevMC20

Pablo Moriano Raquel Hill L. Jean Camp Using Bursty Announcements for Early Detection of BGP Routing Anomalies. 2019 abs/1905.05835 CoRR http://arxiv.org/abs/1905.05835 db/journals/corr/corr1905.html#abs-1905-05835

Pablo Moriano Jared Pendleton Steven Rich L. Jean Camp Stopping the Insider at the Gates: Protecting Organizational Assets through Graph Mining. 4-29 2018 9 J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 1 https://doi.org/10.22667/JOWUA.2018.03.31.004 db/journals/jowua/jowua9.html#MorianoPRC18

Pablo Moriano Soumya Achar L. Jean Camp Incompetents, criminals, or spies: Macroeconomic analysis of routing anomalies. 319-334 2017 70 Comput. Secur. https://doi.org/10.1016/j.cose.2017.06.011 https://www.wikidata.org/entity/Q115059999 db/journals/compsec/compsec70.html#MorianoAC17

Prashanth Rajivan Pablo Moriano Timothy Kelley L. Jean Camp Factors in an end user security expertise instrument. 190-205 2017 25 Inf. Comput. Secur. 2 https://doi.org/10.1108/ICS-04-2017-0020 https://www.wikidata.org/entity/Q114993022 db/journals/imcs/imcs25.html#RajivanMKC17

Pablo Moriano Jared Pendleton Steven Rich L. Jean Camp Insider Threat Event Detection in User-System Interactions. 1-12 2017 MIST@CCS https://doi.org/10.1145/3139923.3139928 conf/ccs/2017mist db/conf/ccs/mist2017.html#MorianoPRC17 Prashanth Rajivan Pablo Moriano Timothy Kelley Linda Jean Camp What Can Johnny Do?–Factors in an End-User Expertise Instrument. 199-208 2016 HAISA http://www.cscan.org/openaccess/?paperid=297 conf/haisa/2016 db/conf/haisa/haisa2016.html#RajivanMKC16 Pablo Moriano Jorge Finke Characterizing the relationship between degree distributions and community structures. 2383-2388 2014 ACC https://doi.org/10.1109/ACC.2014.6858882 conf/amcc/2014 db/conf/amcc/acc2014.html#MorianoF14 Pablo Moriano Jorge Finke Model-based fraud detection in growing networks. 6068-6073 2014 CDC https://doi.org/10.1109/CDC.2014.7040339 conf/cdc/2014 db/conf/cdc/cdc2014.html#MorianoF14 Pablo Moriano Jorge Finke Structure of growing networks with no preferential attachment. 1088-1093 2013 ACC https://doi.org/10.1109/ACC.2013.6579981 conf/amcc/2013 db/conf/amcc/acc2013.html#MorianoF13

Pablo Moriano Jorge Finke On the formation of structure in growing networks http://arxiv.org/abs/1301.4192 2013 CoRR abs/1301.4192 db/journals/corr/corr1301.html#abs-1301-4192

Pablo Moriano Jorge Finke Heavy-tailed weighted networks from local attachment strategies. 5211-5216 2011 CDC/ECC https://doi.org/10.1109/CDC.2011.6161494 conf/cdc/2011 db/conf/cdc/cdc2011.html#MorianoF11

Pablo Moriano Jorge Finke Power-law weighted networks from local attachments http://arxiv.org/abs/1110.0751 2011 CoRR abs/1110.0751 db/journals/corr/corr1110.html#abs-1110-0751

Soumya Achar Joel Asiamah Edmon Begoli Andy Berres Deborah H. Blevins Robert A. Bridges Jonathan Bryan L. Jean CampLinda Jean Camp Jayati Dev Jorge Finke Yulia R. Gel Jaidev Goel Steven Hespeler Steven C. Hespeler Raquel Hill Samuel C. Hollifield Nirab Hossain Y. Thomas Hou 0001 Michael D. Iannacone Ramakrishnan Kannan Timothy Kelley Samee Ullah KhanSamee U. Khan William Luke Lambert Mingyan Li Wenjing Lou Maria Mahbub Dalyapraz Manatova William Marfo Edmon Meyer Shirley V. Moore Dinh C. Nguyen Sean Oesch Jared Pendleton Ratun Rahman Prashanth Rajivan Steven Rich Jibonananda Sanyal Md Hasan Shahriar Isaac Sikkema Moyi Tian Deepak K. Tosh Miki E. Verma Zhi-Feng Wei Yang Xiao 0010 Haowen Xu