Robert A. Bridges

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 54

Top Topics

Intrusion Detection

Differentially Private

Clustering Coefficient

Top Venues

Publications

Pablo Moriano, Steven C. Hespeler, Mingyan Li, Robert A. Bridges
Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN. CoRR (2024)
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
Testing SOAR tools in use. Comput. Secur. 129 (2023)
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
AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors. BigData (2023)
Robert A. Bridges, Vandy J. Tombs, Christopher B. Stanley
ExpM+NF: Differentially Private Machine Learning that Surpasses DPSGD. CoRR (2023)
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
AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors. CoRR (2023)
Jeffrey A. Nichols, Kevin D. Spakes, Cory L. Watson, Robert A. Bridges
Assembling a Cyber Range to Evaluate Artificial Intelligence / Machine Learning (AI/ML) Security Tools. CoRR (2022)
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
Testing SOAR Tools in Use. CoRR (2022)
Pablo Moriano, Robert A. Bridges, Michael D. Iannacone
Detecting CAN Masquerade Attacks with Signal Clustering Similarity. CoRR (2022)
Deborah H. Blevins, Pablo Moriano, Robert A. Bridges, Miki E. Verma, Michael D. Iannacone, Samuel C. Hollifield
Time-Based CAN Intrusion Detection Benchmark. CoRR (2021)
Sean Oesch, Robert A. Bridges, Miki E. Verma, Brian Weber, Oumar Diallo
D2U: Data Driven User Emulation for the Enhancement of Cyber Testing, Training, and Data Set Generation. CSET @ USENIX Security Symposium (2021)
Miki E. Verma, Robert A. Bridges, Jordan J. Sosnowski, Samuel C. Hollifield, Michael D. Iannacone
CAN-D: A Modular Four-Step Pipeline for Comprehensively Decoding Controller Area Network Data. IEEE Trans. Veh. Technol. 70 (10) (2021)
Edmon Begoli, Robert A. Bridges, Sean Oesch, Kathryn Knight
What Clinical Trials Can Teach Us about the Development of More Resilient AI for Cybersecurity. CoRR (2021)
Savannah Norem, Ashley E. Rice, Samantha Erwin, Robert A. Bridges, Sean Oesch, Brian Weber
A Mathematical Framework for Evaluation of SOAR Tools with Limited Survey Data. CoRR (2021)
Savannah Norem, Ashley E. Rice, Samantha Erwin, Robert A. Bridges, Sean Oesch, Brian Weber
A Mathematical Framework for Evaluation of SOAR Tools with Limited Survey Data. CyberICPS/SECPRE/ADIoT/SPOSE/CPS4CIP/CDT&SECOMANE@ESORICS (2021)
Robert A. Bridges, Tarrah R. Glass-Vanderlan, Michael D. Iannacone, Maria S. Vincent, Qian (Guenevere) Chen
A Survey of Intrusion Detection Systems Leveraging Host Data. ACM Comput. Surv. 52 (6) (2020)
Miki E. Verma, Michael D. Iannacone, Robert A. Bridges, Samuel C. Hollifield, Bill Kay, Frank L. Combs
ROAD: The Real ORNL Automotive Dynamometer Controller Area Network Intrusion Detection Dataset (with a comprehensive CAN IDS dataset survey & guide). CoRR (2020)
Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. CoRR (2020)
Miki E. Verma, Robert A. Bridges, Jordan J. Sosnowski, Samuel C. Hollifield, Michael D. Iannacone
CAN-D: A Modular Four-Step Pipeline for Comprehensively Decoding Controller Area Network Data. CoRR (2020)
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
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection. CoRR (2020)
Michael D. Iannacone, Robert A. Bridges
Quantifiable & comparable evaluations of cyber defensive capabilities: A survey & novel, unified approach. Comput. Secur. 96 (2020)
Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Michael Roy Moore, Robert A. Bridges, Frank L. Combs, Adam L. Anderson
Data-Driven Extraction of Vehicle States From CAN Bus Traffic for Cyberprotection and Safety. IEEE Consumer Electron. Mag. 8 (6) (2019)
Michael D. Iannacone, Robert A. Bridges
A Holistic Approach to Evaluating Cyber Security Defensive Capabilities. CoRR (2019)
Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. CoRR (2019)
Robert A. Bridges, Anthony D. Gruber, Christopher Felder, Miki E. Verma, Chelsey Hoff
Active Manifolds: A non-linear analogue to Active Subspaces. CoRR (2019)
Robert A. Bridges, Anthony D. Gruber, Christopher Felder, Miki E. Verma, Chelsey Hoff
Active Manifolds: A non-linear analogue to Active Subspaces. ICML (2019)
Krzysztof Pawelec, Robert A. Bridges, Frank L. Combs
Towards a CAN IDS Based on a Neural Network Data Field Predictor. AutoSec@CODASPY (2019)
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
Situ: Identifying and Explaining Suspicious Behavior in Networks. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. SciSec (2019)
Zachariah Tyree, Robert A. Bridges, Frank L. Combs, Michael Roy Moore
Exploiting the Shape of CAN Data for In-Vehicle Intrusion Detection. CoRR (2018)
Miki E. Verma, Robert A. Bridges
Defining a Metric Space of Host Logs and Operational Use Cases. CoRR (2018)
Omar El-Daghar, Erik Lundberg, Robert A. Bridges
EGBTER: Capturing Degree Distribution, Clustering Coefficients, and Community Structure in a Single Random Graph Model. ASONAM (2018)
Krzysztof Pawelec, Robert A. Bridges, Frank L. Combs
Towards a CAN IDS based on a neural-network data field predictor. CoRR (2018)
Robert A. Bridges, Michael D. Iannacone, John R. Goodall, Justin M. Beaver
How do information security workers use host data? A summary of interviews with security analysts. CoRR (2018)
Tarrah R. Glass-Vanderlan, Michael D. Iannacone, Maria S. Vincent, Qian (Guenevere) Chen, Robert A. Bridges
A Survey of Intrusion Detection Systems Leveraging Host Data. CoRR (2018)
Robert A. Bridges, Maria A. Vincent, Kelly M. T. Huffer, John R. Goodall, Jessie D. Jamieson, Zachary Burch
Forming IDEAS Interactive Data Exploration & Analysis System. CoRR (2018)
Omar El-Daghar, Erik Lundberg, Robert A. Bridges
EGBTER: Capturing degree distribution, clustering coefficients, and community structure in a single random graph model. CoRR (2018)
Miki E. Verma, Robert A. Bridges
Defining a Metric Space of Host Logs and Operational Use Cases. IEEE BigData (2018)
Robert A. Bridges, Jarilyn M. Hernández Jiménez, Jeffrey Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell
Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics (Extended Version). CoRR (2018)
Robert A. Bridges, Jarilyn Hernández Jiménez, Jeffrey Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell
Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics. TrustCom/BigDataSE (2018)
Zachariah Tyree, Robert A. Bridges, Frank L. Combs, Michael Roy Moore
Exploiting the Shape of CAN Data for In-Vehicle Intrusion Detection. VTC Fall (2018)
Robert A. Bridges, Chris Felder, Chelsey Hoff
Dimension Reduction Using Active Manifolds. CoRR (2018)
Miki E. Verma, Robert A. Bridges, Samuel C. Hollifield
ACTT: Automotive CAN Tokenization and Translation. CoRR (2018)
Michael Roy Moore, Robert A. Bridges, Frank L. Combs, Michael S. Starr, Stacy J. Prowell
Modeling inter-signal arrival times for accurate detection of CAN bus signal injection attacks: a data-driven approach to in-vehicle intrusion detection. CISRC (2017)
Qian (Guenevere) Chen, Robert A. Bridges
Automated Behavioral Analysis of Malware: A Case Study of WannaCry Ransomware. ICMLA (2017)
Jarilyn M. Hernández Jiménez, Jeffrey A. Nichols, Katerina Goseva-Popstojanova, Stacy J. Prowell, Robert A. Bridges
Malware Detection on General-Purpose Computers Using Power Consumption Monitoring: A Proof of Concept and Case Study. CoRR (2017)
Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed
Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors. CoRR (2017)
Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed
Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors. IEEE BigData (2017)
Qian (Guenevere) Chen, Robert A. Bridges
Automated Behavioral Analysis of Malware A Case Study of WannaCry Ransomware. CoRR (2017)
Robert A. Bridges, Kelly M. T. Huffer, Corinne L. Jones, Michael D. Iannacone, John R. Goodall
Cybersecurity Automated Information Extraction Techniques: Drawbacks of Current Methods, and Enhanced Extractors. ICMLA (2017)
Christopher R. Harshaw, Robert A. Bridges, Michael D. Iannacone, Joel W. Reed, John R. Goodall
GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection. CoRR (2016)
Christopher R. Harshaw, Robert A. Bridges, Michael D. Iannacone, Joel W. Reed, John R. Goodall
GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection. CISRC (2016)
Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
A multi-level anomaly detection algorithm for time-varying graph data with interactive visualization. Soc. Netw. Anal. Min. 6 (1) (2016)
Robert A. Bridges, Neena Imam, Tiffany M. Mintz
Understanding GPU Power: A Survey of Profiling, Modeling, and Simulation Methods. ACM Comput. Surv. 49 (3) (2016)
Corinne L. Jones, Robert A. Bridges, Kelly M. T. Huffer, John R. Goodall
Towards a Relation Extraction Framework for Cyber-Security Concepts. CISR (2015)
Michael D. Iannacone, Shawn Bohn, Grant Nakamura, John Gerth, Kelly M. T. Huffer, Robert A. Bridges, Erik M. Ferragut, John R. Goodall
Developing an Ontology for Cyber Security Knowledge Graphs. CISR (2015)
Corinne L. Jones, Robert A. Bridges, Kelly M. T. Huffer, John R. Goodall
Towards a relation extraction framework for cyber-security concepts. CoRR (2015)
Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
Multi-Level Anomaly Detection on Time-Varying Graph Data. ASONAM (2015)
Bogdan D. Czejdo, Michael D. Iannacone, Robert A. Bridges, Erik M. Ferragut, John R. Goodall
Integration of external data sources with cyber security data warehouse. CISR (2014)
Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan
Multi-Level Anomaly Detection on Streaming Graph Data. CoRR (2014)
Nikki McNeil, Robert A. Bridges, Michael D. Iannacone, Bogdan D. Czejdo, Nicolas Perez, John R. Goodall
PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-security Concepts. ICMLA (2) (2013)
Robert A. Bridges, Corinne L. Jones, Michael D. Iannacone, John R. Goodall
Automatic Labeling for Entity Extraction in Cyber Security. CoRR (2013)
Nikki McNeil, Robert A. Bridges, Michael D. Iannacone, Bogdan D. Czejdo, Nicolas Perez, John R. Goodall
PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-Security Concepts. CoRR (2013)
Erik M. Ferragut, Jason A. Laska, Robert A. Bridges
A New, Principled Approach to Anomaly Detection. ICMLA (2) (2012)