Robert A. Bridges

72 papers A* 1B 3C 2Journal 46Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating lightweight unsupervised online IDS for masquerade attacks in CAN. J. Inf. Secur. Appl. Pablo Moriano, Steven Hespeler, Mingyan Li, Robert A. Bridges
2025	—	`conf`	Destabilizing a Social Network Model via Intrinsic Feedback Vulnerabilities. SP (Workshops) Lane H. Rogers, Emma J. Reid, Robert A. Bridges
2025	J	`jnl`	SoK: Honeypots & LLMs, More Than the Sum of Their Parts? CoRR Robert A. Bridges, Thomas R. Mitchell, Mauricio Muñoz, Ted Henriksson
2024	J	`jnl`	Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN. CoRR Pablo Moriano, Steven C. Hespeler, Mingyan Li, Robert A. Bridges
2024	J	`jnl`	Destabilizing a Social Network Model via Intrinsic Feedback Vulnerabilities. CoRR Lane H. Rogers, Emma J. Reid, Robert A. Bridges
2023	B	`conf`	AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors. IEEE Big Data Robert A. Bridges, Brian Weber, Justin M. Beaver, Jared M. Smith, Miki E. Verma, Savannah Norem, Kevin D. Spakes, Cory L. Watson, Jeffrey A. Nichols, Brian Jewell, Michael D. Iannacone, Chelsey Dunivan Stahl, Kelly M. T. Huffer, T. Sean Oesch
2023	J	`jnl`	AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors. CoRR Robert A. Bridges, Brian Weber, Justin M. Beaver, Jared M. Smith, Miki E. Verma, Savannah Norem, Kevin D. Spakes, Cory L. Watson, Jeffrey A. Nichols, Brian Jewell, Michael D. Iannacone, Chelsey Dunivan Stahl, Kelly M. T. Huffer, T. Sean Oesch
2023	J	`jnl`	Beyond the Hype: An Evaluation of Commercially Available Machine Learning-based Malware Detectors. DTRAP Robert A. Bridges, Sean Oesch, Michael D. Iannacone, Kelly M. T. Huffer, Brian Jewell, Jeffrey A. Nichols, Brian Weber, Miki E. Verma, Daniel Scofield, Craig Miles, Thomas Plummer, Mark Daniell, Anne M. Tall, Justin M. Beaver, Jared M. Smith
2023	J	`jnl`	ExpM+NF: Differentially Private Machine Learning that Surpasses DPSGD. CoRR Robert A. Bridges, Vandy J. Tombs, Christopher B. Stanley
2023	J	`jnl`	Testing SOAR tools in use. Comput. Secur. Robert A. Bridges, Ashley E. Rice, Sean Oesch, Jeffrey A. Nichols, Cory L. Watson, Kevin D. Spakes, Savannah Norem, Mike Huettel, Brian Jewell, Brian Weber, Connor Gannon, Olivia Bizovi, Samuel C. Hollifield, Samantha Erwin
2022	J	`jnl`	Assembling a Cyber Range to Evaluate Artificial Intelligence / Machine Learning (AI/ML) Security Tools. CoRR Jeffrey A. Nichols, Kevin D. Spakes, Cory L. Watson, Robert A. Bridges
2022	J	`jnl`	Detecting CAN Masquerade Attacks with Signal Clustering Similarity. CoRR Pablo Moriano, Robert A. Bridges, Michael D. Iannacone
2022	J	`jnl`	Testing SOAR Tools in Use. CoRR Robert A. Bridges, Ashley E. Rice, Sean Oesch, Jeffrey A. Nichols, Cory L. Watson, Kevin D. Spakes, Savannah Norem, Mike Huettel, Brian Jewell, Brian Weber, Connor Gannon, Olivia Bizovi, Samuel C. Hollifield, Samantha Erwin
2021	—	`conf`	A Mathematical Framework for Evaluation of SOAR Tools with Limited Survey Data. CyberICPS/SECPRE/ADIoT/SPOSE/CPS4CIP/CDT&SECOMANE@ESORICS Savannah Norem, Ashley E. Rice, Samantha Erwin, Robert A. Bridges, Sean Oesch, Brian Weber
2021	J	`jnl`	A Mathematical Framework for Evaluation of SOAR Tools with Limited Survey Data. CoRR Savannah Norem, Ashley E. Rice, Samantha Erwin, Robert A. Bridges, Sean Oesch, Brian Weber
2021	J	`jnl`	CAN-D: A Modular Four-Step Pipeline for Comprehensively Decoding Controller Area Network Data. IEEE Trans. Veh. Technol. Miki E. Verma, Robert A. Bridges, Jordan J. Sosnowski, Samuel C. Hollifield, Michael D. Iannacone
2021	—	`conf`	D2U: Data Driven User Emulation for the Enhancement of Cyber Testing, Training, and Data Set Generation. CSET @ USENIX Security Symposium Sean Oesch, Robert A. Bridges, Miki E. Verma, Brian Weber, Oumar Diallo
2021	J	`jnl`	Time-Based CAN Intrusion Detection Benchmark. CoRR Deborah H. Blevins, Pablo Moriano, Robert A. Bridges, Miki E. Verma, Michael D. Iannacone, Samuel C. Hollifield
2021	J	`jnl`	What Clinical Trials Can Teach Us about the Development of More Resilient AI for Cybersecurity. CoRR Edmon Begoli, Robert A. Bridges, Sean Oesch, Kathryn Knight
2020	J	`jnl`	A Survey of Intrusion Detection Systems Leveraging Host Data. ACM Comput. Surv. Robert A. Bridges, Tarrah R. Glass-Vanderlan, Michael D. Iannacone, Maria S. Vincent, Qian (Guenevere) Chen
2020	—	`conf`	An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. iThings/GreenCom/CPSCom/SmartData/Cybermatics Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
2020	J	`jnl`	An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. CoRR Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
2020	J	`jnl`	Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection. CoRR Robert A. Bridges, Sean Oesch, Miki E. Verma, Michael D. Iannacone, Kelly M. T. Huffer, Brian Jewell, Jeffrey A. Nichols, Brian Weber, Justin M. Beaver, Jared M. Smith, Daniel Scofield, Craig Miles, Thomas Plummer, Mark Daniell, Anne M. Tall
2020	J	`jnl`	CAN-D: A Modular Four-Step Pipeline for Comprehensively Decoding Controller Area Network Data. CoRR Miki E. Verma, Robert A. Bridges, Jordan J. Sosnowski, Samuel C. Hollifield, Michael D. Iannacone
2020	J	`jnl`	Quantifiable & comparable evaluations of cyber defensive capabilities: A survey & novel, unified approach. Comput. Secur. Michael D. Iannacone, Robert A. Bridges
2020	J	`jnl`	ROAD: The Real ORNL Automotive Dynamometer Controller Area Network Intrusion Detection Dataset (with a comprehensive CAN IDS dataset survey & guide). CoRR Miki E. Verma, Michael D. Iannacone, Robert A. Bridges, Samuel C. Hollifield, Bill Kay, Frank L. Combs
2019	J	`jnl`	A Holistic Approach to Evaluating Cyber Security Defensive Capabilities. CoRR Michael D. Iannacone, Robert A. Bridges
2019	A*	`conf`	Active Manifolds: A non-linear analogue to Active Subspaces. ICML Robert A. Bridges, Anthony D. Gruber, Christopher Felder, Miki E. Verma, Chelsey Hoff
2019	J	`jnl`	Active Manifolds: A non-linear analogue to Active Subspaces. CoRR Robert A. Bridges, Anthony D. Gruber, Christopher Felder, Miki E. Verma, Chelsey Hoff
2019	—	`conf`	Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. SciSec Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
2019	J	`jnl`	Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. CoRR Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
2019	J	`jnl`	Data-Driven Extraction of Vehicle States From CAN Bus Traffic for Cyberprotection and Safety. IEEE Consumer Electron. Mag. Michael Roy Moore, Robert A. Bridges, Frank L. Combs, Adam L. Anderson
2019	J	`jnl`	Situ: Identifying and Explaining Suspicious Behavior in Networks. IEEE Trans. Vis. Comput. Graph. John R. Goodall, Eric D. Ragan, Chad A. Steed, Joel W. Reed, G. David Richardson, Kelly M. T. Huffer, Robert A. Bridges, Jason A. Laska
2019	—	`conf`	Towards a CAN IDS Based on a Neural Network Data Field Predictor. AutoSec@CODASPY Krzysztof Pawelec, Robert A. Bridges, Frank L. Combs
2018	J	`jnl`	A Survey of Intrusion Detection Systems Leveraging Host Data. CoRR Tarrah R. Glass-Vanderlan, Michael D. Iannacone, Maria S. Vincent, Qian (Guenevere) Chen, Robert A. Bridges
2018	J	`jnl`	ACTT: Automotive CAN Tokenization and Translation. CoRR Miki E. Verma, Robert A. Bridges, Samuel C. Hollifield
2018	—	`conf`	Defining a Metric Space of Host Logs and Operational Use Cases. IEEE BigData Miki E. Verma, Robert A. Bridges
2018	J	`jnl`	Defining a Metric Space of Host Logs and Operational Use Cases. CoRR Miki E. Verma, Robert A. Bridges
2018	J	`jnl`	Dimension Reduction Using Active Manifolds. CoRR Robert A. Bridges, Chris Felder, Chelsey Hoff
2018	B	`conf`	EGBTER: Capturing Degree Distribution, Clustering Coefficients, and Community Structure in a Single Random Graph Model. ASONAM Omar El-Daghar, Erik Lundberg, Robert A. Bridges
2018	J	`jnl`	EGBTER: Capturing degree distribution, clustering coefficients, and community structure in a single random graph model. CoRR Omar El-Daghar, Erik Lundberg, Robert A. Bridges
2018	—	`conf`	Exploiting the Shape of CAN Data for In-Vehicle Intrusion Detection. VTC Fall Zachariah Tyree, Robert A. Bridges, Frank L. Combs, Michael Roy Moore
2018	J	`jnl`	Exploiting the Shape of CAN Data for In-Vehicle Intrusion Detection. CoRR Zachariah Tyree, Robert A. Bridges, Frank L. Combs, Michael Roy Moore
2018	J	`jnl`	Forming IDEAS Interactive Data Exploration & Analysis System. CoRR Robert A. Bridges, Maria A. Vincent, Kelly M. T. Huffer, John R. Goodall, Jessie D. Jamieson, Zachary Burch
2018	J	`jnl`	How do information security workers use host data? A summary of interviews with security analysts. CoRR Robert A. Bridges, Michael D. Iannacone, John R. Goodall, Justin M. Beaver
2018	J	`jnl`	Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics (Extended Version). CoRR Robert A. Bridges, Jarilyn M. Hernández Jiménez, Jeffrey Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell
2018	—	`conf`	Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics. TrustCom/BigDataSE Robert A. Bridges, Jarilyn Hernández Jiménez, Jeffrey Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell
2018	J	`jnl`	Towards a CAN IDS based on a neural-network data field predictor. CoRR Krzysztof Pawelec, Robert A. Bridges, Frank L. Combs
2017	J	`jnl`	Automated Behavioral Analysis of Malware A Case Study of WannaCry Ransomware. CoRR Qian (Guenevere) Chen, Robert A. Bridges
2017	C	`conf`	Automated Behavioral Analysis of Malware: A Case Study of WannaCry Ransomware. ICMLA Qian (Guenevere) Chen, Robert A. Bridges
2017	C	`conf`	Cybersecurity Automated Information Extraction Techniques: Drawbacks of Current Methods, and Enhanced Extractors. ICMLA Robert A. Bridges, Kelly M. T. Huffer, Corinne L. Jones, Michael D. Iannacone, John R. Goodall
2017	J	`jnl`	Malware Detection on General-Purpose Computers Using Power Consumption Monitoring: A Proof of Concept and Case Study. CoRR Jarilyn M. Hernández Jiménez, Jeffrey A. Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell, Robert A. Bridges
2017	—	`conf`	Modeling inter-signal arrival times for accurate detection of CAN bus signal injection attacks: a data-driven approach to in-vehicle intrusion detection. CISRC Michael Roy Moore, Robert A. Bridges, Frank L. Combs, Michael S. Starr, Stacy J. Prowell
2017	—	`ed.`	Proceedings of the 12th Annual Conference on Cyber and Information Security Research, CISRC 2017, Oak Ridge, TN, USA, April 4 - 6, 2017 CISRC Joseph P. Trien, Stacy J. Prowell, John R. Goodall, Justin M. Beaver, Robert A. Bridges
2017	—	`conf`	Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors. IEEE BigData Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed
2017	J	`jnl`	Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors. CoRR Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed
2016	J	`jnl`	A multi-level anomaly detection algorithm for time-varying graph data with interactive visualization. Soc. Netw. Anal. Min. Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
2016	—	`conf`	GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection. CISRC Christopher R. Harshaw, Robert A. Bridges, Michael D. Iannacone, Joel W. Reed, John R. Goodall
2016	J	`jnl`	GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection. CoRR Christopher R. Harshaw, Robert A. Bridges, Michael D. Iannacone, Joel W. Reed, John R. Goodall
2016	—	`ed.`	Proceedings of the 11th Annual Cyber and Information Security Research Conference, CISRC 2016, Oak Ridge, TN, USA, April 5-7, 2016 CISRC Joseph P. Trien, Stacy J. Prowell, John R. Goodall, Robert A. Bridges
2016	J	`jnl`	Understanding GPU Power: A Survey of Profiling, Modeling, and Simulation Methods. ACM Comput. Surv. Robert A. Bridges, Neena Imam, Tiffany M. Mintz
2015	—	`conf`	Developing an Ontology for Cyber Security Knowledge Graphs. CISR Michael D. Iannacone, Shawn Bohn, Grant Nakamura, John Gerth, Kelly M. T. Huffer, Robert A. Bridges, Erik M. Ferragut, John R. Goodall
2015	B	`conf`	Multi-Level Anomaly Detection on Time-Varying Graph Data. ASONAM Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
2015	—	`ed.`	Proceedings of the 10th Annual Cyber and Information Security Research Conference, CISR '15, Oak Ridge, TN, USA, April 7-9, 2015 CISR Joseph P. Trien, Stacy J. Prowell, Robert A. Bridges, John R. Goodall
2015	—	`conf`	Towards a Relation Extraction Framework for Cyber-Security Concepts. CISR Corinne L. Jones, Robert A. Bridges, Kelly M. T. Huffer, John R. Goodall
2015	J	`jnl`	Towards a relation extraction framework for cyber-security concepts. CoRR Corinne L. Jones, Robert A. Bridges, Kelly M. T. Huffer, John R. Goodall
2014	—	`conf`	Integration of external data sources with cyber security data warehouse. CISR Bogdan D. Czejdo, Michael D. Iannacone, Robert A. Bridges, Erik M. Ferragut, John R. Goodall
2014	J	`jnl`	Multi-Level Anomaly Detection on Streaming Graph Data. CoRR Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
2013	J	`jnl`	Automatic Labeling for Entity Extraction in Cyber Security. CoRR Robert A. Bridges, Corinne L. Jones, Michael D. Iannacone, John R. Goodall
2013	J	`jnl`	PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-Security Concepts. CoRR Nikki McNeil, Robert A. Bridges, Michael D. Iannacone, Bogdan D. Czejdo, Nicolas Perez, John R. Goodall
2013	—	`conf`	PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-security Concepts. ICMLA (2) Nikki McNeil, Robert A. Bridges, Michael D. Iannacone, Bogdan D. Czejdo, Nicolas Perez, John R. Goodall
2012	—	`conf`	A New, Principled Approach to Anomaly Detection. ICMLA (2) Erik M. Ferragut, Jason A. Laska, Robert A. Bridges