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» ph.d. thesis
Robert A. Joyce, Content-Based Temporal Processing of Video, Ph.D. thesis, Princeton University, November 2002.
[ abstract | thesis PDF | slides PDF | on-line demo ]
» publications
Hajime Inoue, Frank Adelstein, and Robert A. Joyce, "Visualization in Testing a Volatile Memory Forensic Tool," Proc. Digital Forensic Research Workshop (DFRWS) 2011, Digital Investigation, 8 (2011) S42-51, New Orleans, Louisiana, August 2011.
[ PDF ]
Robert A. Joyce, Judson Powers, and Frank Adelstein, "MEGA: A Tool For Mac OS X Operating System and Application Forensics," Proc. Digital Forensic Research Workshop (DFRWS) 2008, Digital Investigation, 5 (2008) S83-S90, Baltimore, Maryland, August 2008.
[ PDF ]
Frank Adelstein and Robert A. Joyce, "File Marshal: Automatic Extraction of Peer-to-Peer Data," Proc. Digital Forensic Research Workshop (DFRWS) 2007, Digital Investigation, 4S (2007) S43-S48, Pittsburgh, Pennsylvania, August 2007.
[ PDF ]
Robert A. Joyce and Jennifer P. Cormier, "iFUSE: A Development Environment for Composable, Easy-to-Assemble Information Transforms," Proc. SPIE Symposium on Defense and Security, Orlando, Florida, Vol. 6578, April 2007, pp. 65780F-1 - 65780F-12.
[ PDF ]
Marisa M. Gioioso, S. Daryl McCullough, Jennifer P. Cormier, Carla Marceau, and Robert A. Joyce, "Pedigree Management and Assessment in a Net-centric Environment," Proc. SPIE Symposium on Defense and Security, Orlando, Florida, Vol. 6578, April 2007, pp. 65780H-1 - 65780H-10.
Robert A. Joyce and Bede Liu, "Temporal Segmentation of Video using Frame and Histogram Space," IEEE Transactions on Multimedia, Vol. 8, No. 1, February 2006, pp. 130-140.
[ PDF | PS ]
Carla Marceau and Rob Joyce, "Empirical Privilege Profiling," Proc. New Security Paradigms Workshop, September 2005, pp. 111-118.
[ PDF ]
Frank Adelstein, Prasanth Alla, Rob Joyce, and Golden G. Richard, III, "Physically Locating Wireless Intruders," Proc. IEEE 2004 Information Assurance and Security (IAS/ITCC), April 2004.
[ PDF | PS ]
Min Wu, Robert A. Joyce, Hau-San Wong, Ling Guan, and S.-Y. Kung, "Dynamic Resource Allocation via Video Content and Short-Term Traffic Statistics," IEEE Transactions on Multimedia, Special Issue on Multimedia over IP, Vol. 3, No. 2, June 2001, pp. 186-199.
[ PDF | PS ]
Hau-San Wong, Min Wu, Robert A. Joyce, Ling Guan, and S.-Y. Kung, "A Neural Network Approach for Predicting Network Resource Requirements in Video Transmission Systems," Proc. IEEE Pacific Rim Conference on Multimedia, December 2000.
[ PDF | PS ]
Min Wu, Robert A. Joyce, S.-Y. Kung, and Ling Guan, "Dynamic Resource Allocation via Video Content and Short-Term Traffic Statistics," Proc. IEEE Int'l Conf. on Image Processing, September 2000, pp. 58-61.
[ PDF | PS ]
Robert A. Joyce and Bede Liu, "Temporal Segmentation of Video using Frame and Histogram Space," Proc. IEEE Int'l Conf. on Image Processing, September 2000, pp. 941-944.
[ PDF | PS | poster summary ]
» patents
Matthew Donovan, Paul Nicotera, Dahyun Hollister, Robert A. Joyce, and Judson Powers, "System for Cyber-Attack Simulation Using Artificial Intelligence Modeling," US Patent 12,032,681, filed August 26, 2022, issued July 9, 2024.
[ PDF ]
Joseph Sirianni, Judson Powers, and Robert A. Joyce, "Systems and Methods Including Machine-Learning Models for Detecting and Mitigating Malware," US Patent 11,997,131, filed September 20, 2022, issued May 28, 2024.
[ PDF ]
Scott Aloisio, Robert A. Joyce, and Judson Powers, "Attack-Related Events and Alerts," US Patent 11,997,129, filed October 17, 2022, issued May 28, 2024.
[ PDF ]
Scott Aloisio and Robert A. Joyce, "System for Deploying and Monitoring Network-Based Training Exercises," US Patent 11,887,505, filed April 24, 2019, issued January 30, 2024.
[ PDF ]
Nathan Bahr and Robert A. Joyce, "Systems and Methods for Adversary Detection and Threat Hunting," US Patent 11,748,149, filed September 13, 2022, issued September 5, 2023.
[ PDF ]
Scott Aloisio and Robert A. Joyce, "Reconfigurations for Network Devices," US Patent 11,729,221, filed November 22, 2022, issued August 15, 2023.
[ PDF ]
Robert A. Joyce and Scott Aloisio, "Implementing Hierarchical Cybersecurity Systems and Methods," US Patent 11,722,515, filed September 20, 2021, issued August 8, 2023.
[ PDF ]
Christopher Dominessy, Scott Aloisio, and Robert A. Joyce, "Cybersecurity and Threat Assessment Platform for Computing Environments," US Patent 11,683,333, filed December 4, 2020, issued June 20, 2023.
[ PDF ]
Scott Aloisio, Robert A. Joyce, Kenneth McVearry, and Mark E. Peters, "Aviation System Assessment Platform for System-Level Security and Safety," US Patent 11,652,839, filed May 2, 2019, issued May 16, 2023.
[ PDF ]
Colleen Kimball, Robert A. Joyce, and Judson Powers, "Systems and Methods for Detecting Non-Malicious Faults When Processing Source Codes," US Patent 11,645,388, filed October 26, 2020, issued May 9, 2023.
[ PDF ]
Daniel McArdle, Judson Powers, and Robert A. Joyce, "Self-Healing Architecture for Resilient Computing Services," US Patent 11,522,904, filed December 12, 2019, issued December 6, 2022.
[ PDF ]
Scott Aloisio and Robert Joyce, "Methods and Systems for Network Device Reconfigurations," US Patent 11,509,694, filed December 21, 2020, issued November 22, 2022.
[ PDF ]
Judson Powers, Robert A. Joyce, Scott Aloisio, and Matthew A. Stillerman, "Obfuscation for High-Performance Computing Systems," US Patent 11,461,477, filed April 2, 2020, issued October 4, 2022.
[ PDF ]
Matthew Donovan, Paul Nicotera, Dahyun Hollister, Robert Joyce, and Judson Powers, "Artificial Intelligence Modeling for Cyber-Attack Simulation Protocols," US Patent 11,429,713, filed January 24, 2019, issued August 30, 2022.
[ PDF ]
Paul Nicotera, Robert Joyce, Judson Powers, and Daniel McArdle, "Systems and Methods for Using Learned Representations to Determine Terrain Type," US Patent 11,275,940, filed July 9, 2020, issued March 15, 2022.
[ PDF ]
Robert A. Joyce and Scott Aloisio, "Systems and Methods for Unified Hierarchical Cybersecurity," US Patent 11,128,654, filed February 4, 2019, issued September 21, 2021.
[ PDF ]
Scott Aloisio, Robert A. Joyce, Paul Nicotera, and Matthew A. Stillerman, "Obfuscation for High-Performance Computing Systems," US Patent 11,122,079, filed April 8, 2019, issued September 14, 2021.
[ PDF ]
Derek P. Bronner, Robert A. Joyce, Matthew P. Donovan, and Julia A. Baker, "Configurable Investigative Tool," US Patent 11,057,438, filed August 20, 2018, issued July 6, 2021.
[ PDF ]
Robert A. Joyce and Matthew P. Donovan, "Software Assurance System for Runtime Environments," US Patent 11,042,647, filed December 20, 2019, issued June 22, 2021.
[ PDF ]
Matthew P. Donovan, Robert A. Joyce, Judson Powers, and Dahyun Hollister, "Computer Network Defense Training on Operational Networks using Software Agents," US Patent 10,909,244, filed July 3, 2019, issued February 2, 2021.
[ PDF ]
Scott Aloisio and Robert Joyce, "Methods and Systems for Reconfiguring Network Devices," US Patent 10,873,604, filed June 19, 2018, issued December 22, 2020.
[ PDF ]
Christopher Dominessy, Scott Aloisio, and Robert A. Joyce, "Cybersecurity and Threat Assessment Platform for Computing Environments," US Patent 10,868,825, filed September 14, 2018, issued December 15, 2020.
[ PDF ]
Colleen Kimball, Robert Joyce, Judson Powers, and Matthew Donovan, "Systems and Methods for Processing Source Codes to Detect Non-Malicious Faults," US Patent 10,817,604, filed June 19, 2018, issued October 27, 2020.
[ PDF ]
Paul Nicotera, Robert Joyce, Judson Powers, and Daniel McArdle, "Systems and Methods for Nested Autoencoding of Radar and Neural Image Analysis," US Patent 10,719,706, filed June 19, 2018, issued July 21, 2020.
[ PDF ]
Judson Powers, Robert A. Joyce, Scott Aloisio, and Matthew A. Stillerman, "Obfuscation for High-Performance Computing Systems," US Patent 10,621,365, filed May 22, 2017, issued April 14, 2020.
[ PDF ]
Robert A. Joyce and Matthew P. Donovan, "Software Assurance System for Runtime Environments," US Patent 10,558,809, filed April 12, 2017, issued February 11, 2020.
[ PDF ]
Daniel McArdle, Judson Powers, and Robert A. Joyce, "Self-Healing Architecture for Resilient Computing Services," US Patent 10,554,685, filed May 25, 2017, issued February 4, 2020.
[ PDF ]
Robert A. Joyce, Scott Aloisio, Judson Powers, and Christopher Dominessy, "Software Assurance for Heterogeneous Distributed Computing Systems," US Patent 10,540,502, filed June 14, 2017, issued January 21, 2020.
[ PDF ]
Judson Powers, Robert A. Joyce, and Daniel McArdle, "Mechanism for Concealing Application and Operation System Identity," US Patent 10,412,116, filed May 25, 2017, issued September 10, 2019.
[ PDF ]
Judson Powers, Robert A. Joyce, and Daniel McArdle, "Application Randomization Mechanism," US Patent 10,412,114, filed May 25, 2017, issued September 10, 2019.
[ PDF ]
Judson Powers and Robert A. Joyce, "Application Randomization Mechanism," US Patent 10,402,179, filed June 22, 2018, issued September 3, 2019.
[ PDF ]
Matthew P. Donovan, Robert A. Joyce, Judson Powers, and Dahyun Hollister, "Computer Network Defense Training on Operational Networks using Software Agents," US Patent 10,346,612, filed June 19, 2017, issued July 9, 2019.
[ PDF ]
Judson Powers, Robert A. Joyce, and Daniel McArdle, "Application Randomization Mechanism," US Patent 10,284,592, filed May 25, 2017, issued May 7, 2019.
[ PDF ]
Judson Powers, Robert A. Joyce, and Daniel McArdle, "Configuration of Application Randomization Mechanism," US Patent 10,200,406, filed May 25, 2017, issued February 5, 2019.
[ PDF ]
Judson Powers, Robert A. Joyce, and Daniel McArdle, "Evaluating Results of Multiple Virtual Machines that use Application Randomization Mechanism," US Patent 10,200,401, filed May 25, 2017, issued February 5, 2019.
[ PDF ]
Judson Powers, Daniel McArdle, and Robert A. Joyce, "Late-Stage Software Feature Reduction Tool for Security and Performance," US Patent 10,078,510, filed October 17, 2017, issued September 18, 2018.
[ PDF ]
Derek P. Bronner, Robert A. Joyce, Matthew P. Donovan, and Julia A. Baker, "Configurable Forensic Investigative Tool," US Patent 10,067,787, filed February 10, 2011, issued September 4, 2018.
[ PDF ]
Derek P. Bronner, Robert A. Joyce, Matthew P. Donovan, and Julia A. Baker, "Configurable Investigative Tool," US Patent 10,057,298, filed February 10, 2011, issued August 21, 2018.
[ PDF ]
Judson Powers, Tyler Mitchell, Daniel J. Tingstrom, and Robert A. Joyce, "Low Bandwidth Media Stream Transmission," US Patent 10,026,509, filed June, 6, 2016, issued July 17, 2018.
[ PDF ]
Judson Powers and Robert A. Joyce, "Application Randomization Mechanism," US Patent 10,007,498, filed August 4, 2016, issued June 26, 2018.
[ PDF ]
Judson Powers, Stephen K. Brueckner, Robert A. Joyce, and Kenneth J. Thurber, "Fight-Through Nodes with Disposable Virtual Machines and Rollback of Persistent State," US Patent 9,769,250, filed July 2, 2015, issued September 19, 2017.
[ PDF ]
Stephen K. Brueckner, Robert A. Joyce, Carl Manson, Hajime Inoue, and Kenneth J. Thurber, "Fight-Through Nodes with Disposable Virtual Machines and Rollback of Persistent State," US Patent 9,766,986, filed August 27, 2013, issued September 19, 2017.
[ PDF ]
Judson Powers and Robert A. Joyce, "Lightweight Application Virtualization Architecture," US Patent 9,501,304, filed June 16, 2015, issued November 22, 2016.
[ PDF ]
Kenneth J. Thurber, Robert A. Joyce, and Julia A. Baker, "Local Storage of Information Pedigrees," US Patent 9,229,936, filed August 12, 2013, issued January 5, 2016.
[ PDF ]
Daniel J. Tingstrom, Robert A. Joyce, Matthew A. Stillerman, Stephen K. Brueckner, and Haim Y. Bar, "Identifying and Representing Changes Between Extensible Markup Language (XML) Files Using Symbols With Data Element Indication and Direction Indication," US Patent 8,984,396, filed December 9, 2011, issued March 17, 2015.
[ PDF ]
Daniel J. Tingstrom, Robert A. Joyce, Matthew A. Stillerman, Stephen K. Brueckner, and Haim Y. Bar, "Service Oriented Architecture Version and Dependency Control," US Patent 8,898,285, filed November 1, 2010, issued November 25, 2014.
[ PDF ]
Stephen K. Brueckner, Robert A. Joyce, Carl Manson, Hajime Inoue, and Kenneth J. Thurber, "Fight-Through Nodes with Disposable Virtual Machines and Rollback of Persistent State," US Patent 8,839,426, filed August 29, 2013, issued September 16, 2014.
[ PDF ]
Matthew A. Stillerman and Robert A. Joyce, "Scalable Distributed Processing of RDF Data," US Patent 8,756,237, filed October 12, 2012, issued June 17, 2014.
[ PDF ]
Ken Thurber, Robert A. Joyce, and Julia A. Baker, "Local Storage of Information Pedigrees," US Patent 8,510,860, filed March 15, 2011, issued August 13, 2013.
[ PDF ]
Frank N. Adelstein, Matthew A. Stillerman, and Robert A. Joyce, "Remote Collection of Computer Forensic Evidence," US Patent 8,474,047, filed May 7, 2012, issued June 25, 2013.
[ PDF ]
Frank N. Adelstein, Matthew A. Stillerman, and Robert Joyce, "Remote Collection of Computer Forensic Evidence," US Patent 8,176,557, filed February 12, 2009, issued May 8, 2012.
[ PDF ]
Frank N. Adelstein, Judson Powers, Robert A. Joyce, and Derek Bronner, "Extensible Software Tool for Investigating Peer-to-Peer Usage on a Target Device," US Patent 7,886,049, filed August 12, 2008, issued February 8, 2011.
[ PDF ]
Frank N. Adelstein, Matthew A. Stillerman, and Robert Joyce, "Remote Collection of Computer Forensic Evidence," US Patent 7,496,959, filed June 23, 2003, issued February 24, 2009.
[ PDF ]
Min Wu, Robert A. Joyce, Anthony Vetro, Hau-San Wong, Ling Guan, and S.-Y. Kung, "Dynamic Network Resource Allocation Using Multimedia Content Features and Traffic Features," US Patent 6,947,378, filed February 28, 2001, issued September 20, 2005.
[ PDF ]
» invited talks / tutorials
Rob Joyce, "Mac Forensic Tools Using the Sleuth Kit," Open Source Digital Forensics Conference, Chantilly, VA, June 2010.
[ PDF ]
Frank Adelstein and Rob Joyce, "Live Computer Forensics: Catching Attackers Red Handed," New York State Annual Cyber Security Conference, Albany, NY, April 2004.
