Dr. Dinesh C. Verma Profile

Dr. Dinesh C. Verma

IBM Fellow at IBM Thomas J Watson Research Ctr.

SPIE Involvement:

Conference Program Committee | Author

Publications (35)

Proceedings Article | 7 June 2024 Presentation + Paper

MLOps at the edge in DDIL environments

Dinesh Verma, P. Santhanam

Proceedings Volume 13051, 130510V (2024) https://doi.org/10.1117/12.3013300

KEYWORDS: Artificial intelligence, Machine learning, Automation, Intelligence systems, Surveillance, Software development, Software engineering

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Proceedings Article | 7 June 2024 Presentation + Paper

Using large language models to protect information search in multidomain operations

Dinesh Verma, David Beymer, Pawan Chowdhary, Swanand Ravindra Kadhe

Proceedings Volume 13051, 130511C (2024) https://doi.org/10.1117/12.3012965

KEYWORDS: Vector spaces, Neural networks, Data privacy

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Proceedings Article | 12 April 2021 Presentation + Paper

Reinforcement and transfer learning for distributed analytics in fragmented software defined coalitions

Ziyao Zhang, Anand Mudgerikar, Ankush Singla, Kin Leung, Elisa Bertino, Dinesh Verma, Kevin Chan, John Melrose, Jeremy Tucker

Proceedings Volume 11746, 117461W (2021) https://doi.org/10.1117/12.2587874

KEYWORDS: Analytics, Network architectures, Space reconnaissance, Sensors, Information technology, Failure analysis, Databases, Data storage, Data processing, Computer architecture

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Proceedings Article | 21 April 2020 Presentation + Paper

Negative ties network-based modeling of terrorist incidents

Dinesh Verma, Scott Sigmund Gartner, Diane Felmlee, Dave Braines

Proceedings Volume 11413, 114131S (2020) https://doi.org/10.1117/12.2558807

KEYWORDS: Machine learning, Analytics, Analytical research, Social networks

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Proceedings Article | 21 April 2020 Presentation + Paper

Using AI/ML to predict perpetrators for terrorist incidents

Dinesh Verma, Scott Sigmund Gartner, Diane Felmlee, Dave Braines, Rithvik Yarlagadda

Proceedings Volume 11413, 114130G (2020) https://doi.org/10.1117/12.2558804

KEYWORDS: Data modeling, Artificial intelligence, Data analysis, Machine learning

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Proceedings Article | 21 April 2020 Presentation + Paper

Policy-based ensembles for multi domain operations

Dinesh Verma, Elisa Bertino, Alessandra Russo, Seraphin Calo, Ankush Singla

Proceedings Volume 11413, 114130A (2020) https://doi.org/10.1117/12.2558727

KEYWORDS: Artificial intelligence, Neural networks, Computer intrusion detection, Computer science

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Proceedings Article | 10 May 2019 Presentation + Paper

A conceptual architecture for contractual data sharing in a decentralised environment

Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma

Proceedings Volume 11006, 110060G (2019) https://doi.org/10.1117/12.2518644

KEYWORDS: Data modeling, Artificial intelligence, Process modeling, Ecosystems, Machine learning, Data archive systems, Roads, Data processing, Systems modeling, Video

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Proceedings Article | 10 May 2019 Presentation + Paper

VoI for complex AI based solutions in coalition environments

Dinesh Verma, Geeth de Mel, Gavin Pearson

Proceedings Volume 11006, 1100609 (2019) https://doi.org/10.1117/12.2519619

KEYWORDS: Artificial intelligence, Machine learning, Data modeling, Chemical elements, Data acquisition, Defense and security, Systems modeling, Distance measurement

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Proceedings Article | 10 May 2019 Presentation + Paper

Towards a learning-algorithm agnostic generative policy model for coalitions

Daniel Cunnington, Mark Law, Geeth de Mel, Irene Manotas, Elisa Bertino, Seraphin Calo, Dinesh Verma

Proceedings Volume 11006, 110060J (2019) https://doi.org/10.1117/12.2520243

KEYWORDS: Control systems, Computing systems, Genetic algorithms, Systems modeling, Environmental monitoring, Defense technologies, Artificial intelligence

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Proceedings Article | 10 May 2019 Paper

Properties of federated averaging on highly distributed data

Nirmit Desai, Dinesh Verma

Proceedings Volume 11006, 110061K (2019) https://doi.org/10.1117/12.2518941

KEYWORDS: Neural networks, Defense and security, Machine learning

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Proceedings Article | 10 May 2019 Presentation + Paper

Approaches to address the data skew problem in federated learning

Dinesh Verma, Graham White, Simon Julier, Stepehen Pasteris, Supriyo Chakraborty, Greg Cirincione

Proceedings Volume 11006, 110061I (2019) https://doi.org/10.1117/12.2519621

KEYWORDS: Artificial intelligence, Neural networks, Machine learning, Image classification, Analytics

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Proceedings Article | 10 May 2019 Presentation + Paper

Managing training data from untrusted partners using self-generating policies

Dinesh Verma, Seraphin Calo, Shonda Witherspoon, Irene Manotas, Elisa Bertino, Amani Abu Jabal, Geeth de Mel , Ananthram Swami, Greg Cirincione, Gavin Pearson

Proceedings Volume 11006, 110060P (2019) https://doi.org/10.1117/12.2519682

KEYWORDS: Data modeling, Artificial intelligence, Machine learning, Data processing, Defense and security, Computing systems

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Proceedings Article | 10 May 2019 Paper

Federated machine learning for multi-domain operations at the tactical edge

Gregory Cirincione, Dinesh Verma

Proceedings Volume 11006, 1100606 (2019) https://doi.org/10.1117/12.2526661

KEYWORDS: Artificial intelligence, Data modeling, Performance modeling, Machine learning, Process modeling, Data processing, Safety, Sensors, Data communications

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Proceedings Article | 4 May 2018 Presentation + Paper

Machine learning approaches for small data in sensor fusion applications

Dinesh Verma, Graham Bent, Geeth de Mel , Chris Simpkin

Proceedings Volume 10635, 106350L (2018) https://doi.org/10.1117/12.2306041

KEYWORDS: Machine learning, Sensor fusion, Neural networks, Artificial intelligence, Statistical analysis

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Proceedings Article | 4 May 2018 Presentation + Paper

Generation and management of training data for AI-based algorithms targeted at coalition operations

Dinesh Verma, Greg Cirincione, Tien Pham, Bong Jun Ko

Proceedings Volume 10635, 106350U (2018) https://doi.org/10.1117/12.2305244

KEYWORDS: Sensors, Intelligence systems, Machine learning, Data storage, Data acquisition, Artificial intelligence

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Proceedings Article | 4 May 2018 Presentation + Paper

The generative policy approach for dynamic collaboration in coalition environments

Dinesh Verma, Elisa Bertino, Seraphin Calo, Chris Williams, Chris Simpkin

Proceedings Volume 10635, 106350W (2018) https://doi.org/10.1117/12.2303720

KEYWORDS: Unmanned aerial vehicles, Surveillance, Defense and security, Control systems, Telecommunications, Information security, Autonomous networks, Computer networks

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Proceedings Article | 4 May 2018 Presentation + Paper

An algorithm for model fusion for distributed learning

Dinesh Verma, Supriyo Chakraborty, Seraphin Calo, Simon Julier, Stephen Pasteris

Proceedings Volume 10635, 106350O (2018) https://doi.org/10.1117/12.2304542

KEYWORDS: Data modeling, Data fusion, Networks, Neural networks, Systems modeling, Machine learning, Distributed computing

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Proceedings Article | 30 May 2017 Presentation + Paper

Dynamic and adaptive policy models for coalition operations

Dinesh Verma, Seraphin Calo, Supriyo Chakraborty, Elisa Bertino, Chris Williams, Jeremy Tucker, Brian Rivera, Geeth de Mel

Proceedings Volume 10190, 1019006 (2017) https://doi.org/10.1117/12.2266565

KEYWORDS: Systems modeling, Information security, Plasma display panels, Defense and security, Instrument modeling, Control systems, Computing systems, Computer architecture, Telecommunications, Computer security

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Proceedings Article | 4 May 2017 Presentation + Paper

Invocation oriented architecture for agile code and agile data

Dinesh Verma, Kevin Chan, Kin Leung, Athanasios Gkelias

Proceedings Volume 10190, 101900W (2017) https://doi.org/10.1117/12.2264067

KEYWORDS: Intelligence systems, Performance modeling, Video, Data storage, Data processing, Information fusion, Data fusion, Computer programming, Analytics, Clouds, Distributed computing, Software frameworks

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Proceedings Article | 4 May 2017 Open Access

Using machine learning to emulate human hearing for predictive maintenance of equipment

Dinesh Verma, Graham Bent

Proceedings Volume 10190, 101900K (2017) https://doi.org/10.1117/12.2279891

KEYWORDS: Machine learning, Human-machine interfaces, Acoustics, Computing systems, Computer architecture, Telecommunications, Analytics, Sensors, Mining, Mechanics, Human-computer interaction

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Proceedings Article | 4 May 2017 Presentation + Paper

A generative model for predicting terrorist incidents

Dinesh Verma, Archit Verma, Diane Felmlee, Gavin Pearson, Roger Whitaker

Proceedings Volume 10190, 101900E (2017) https://doi.org/10.1117/12.2264909

KEYWORDS: Data modeling, Defense and security, Analytical research, Mathematical modeling, Intelligence systems, Statistical modeling, Statistical analysis, Computer simulations, Social sciences, Social networks

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Proceedings Article | 4 May 2017 Presentation + Paper

Dynamic network based learning systems for sensor information fusion

Dinesh Verma, Simon Julier

Proceedings Volume 10190, 101900V (2017) https://doi.org/10.1117/12.2266103

KEYWORDS: Neural networks, Surveillance, Instrument modeling, Cognitive modeling, Data modeling, Systems modeling, Intelligence systems, Sensors, Network architectures, Information fusion, Sensing systems, Distributed computing, Machine learning

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Proceedings Article | 4 May 2017 Presentation + Paper

A block chain based architecture for asset management in coalition operations

Dinesh Verma, Nirmit Desai, Alun Preece, Ian Taylor

Proceedings Volume 10190, 101900Y (2017) https://doi.org/10.1117/12.2264911

KEYWORDS: Network security, Computer security, Data communications, Data modeling, Databases, Analytical research, Systems modeling, Intelligence systems, Information security, Distributed computing, Communication and information technologies

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Proceedings Article | 4 May 2017 Presentation + Paper

Framework for behavioral analytics in anomaly identification

Maroun Touma, Elisa Bertino, Brian Rivera, Dinesh Verma, Seraphin Calo

Proceedings Volume 10190, 101900H (2017) https://doi.org/10.1117/12.2266374

KEYWORDS: Control systems, Systems modeling, Instrument modeling, Data modeling, Analytical research, Computing systems, Defense and security, Analytics, Computer security, Machine learning

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Proceedings Article | 3 May 2017 Paper

From evolution to revolution: understanding mutability in large and disruptive human groups

Roger Whitaker, Diane Felmlee, Dinesh Verma, Alun Preece, Grace-Rose Williams

Proceedings Volume 10207, 1020703 (2017) https://doi.org/10.1117/12.2267996

KEYWORDS: Brain, Social networks, Defense and security, Cognition, Cognitive modeling, Warfare, Ranging, Modeling, Web 2.0 technologies, Psychology, Computer simulations

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Proceedings Article | 24 May 2012 Paper

An architecture for distributed video applications based on declarative networking

Xiping Wang, Cesar Gonzales, Jorge Lobo, Seraphin Calo, Dinesh Verma

Proceedings Volume 8389, 838911 (2012) https://doi.org/10.1117/12.920915

KEYWORDS: Video surveillance, Video, Sensors, Cameras, Video processing, Network architectures, Image sensors, Computer programming, Video compression, Telecommunications

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Proceedings Article | 8 May 2010 Paper

Management of coalition sensor networks

Dinesh Chandra Verma, Theodore Brown, Carolyn Ortega

Proceedings Volume 7694, 769409 (2010) https://doi.org/10.1117/12.852545

KEYWORDS: Sensor networks, Intelligence systems, Sensors, Information security, Network security, Computer networks, Networks, Network architectures, Information technology, Surveillance

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Proceedings Article | 3 April 2008 Paper

A biologically inspired MANET architecture

Aaron Kershenbaum, Vasileios Pappas, Kang-Won Lee, Pietro Lio, Brian Sadler, Dinesh Verma

Proceedings Volume 6981, 698106 (2008) https://doi.org/10.1117/12.783462

KEYWORDS: Organisms, Sensor networks, Network architectures, Sensors, Transmitters, Genetics, Environmental monitoring, Environmental sensing, Wireless communications, Defense and security

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Proceedings Article | 3 April 2008 Paper

Location dependent heuristics for sensor coverage planning

Dinesh Chandra Verma, Chai Wah Wu, Theodore Brown, Amotz Bar-Noy, Simon Shamoun, Mark Nixon

Proceedings Volume 6981, 69810B (2008) https://doi.org/10.1117/12.783458

KEYWORDS: Sensors, Distortion, Sensor networks, Systems modeling, Defense and security, Computer science, Surveillance, Detection and tracking algorithms, Environmental sensing, Roads

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Proceedings Article | 3 April 2008 Paper

Policy enabled interconnection of sensor networks using a message queue infrastructure

Dinesh Chandra Verma, Greg Cirincione, Tien Pham

Proceedings Volume 6981, 698108 (2008) https://doi.org/10.1117/12.783459

KEYWORDS: Sensors, Control systems, Intelligence systems, Sensor networks, Receivers, Information security, Network security, Defense and security, Computing systems, Data fusion

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Proceedings Article | 3 April 2008 Paper

On the resiliency of wireless sensor networks with circulation graphs

Vasileios Pappas, Dinesh Chandra Verma, Ananthram Swami, Bong Jun Ko

Proceedings Volume 6981, 698107 (2008) https://doi.org/10.1117/12.783460

KEYWORDS: Heart, Arteries, Veins, Sensor networks, Networks, Circulatory system, Blood, Sensors, Capillaries, Analytical research

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Proceedings Article | 11 May 2007 Paper

A survey of sensor selection schemes in wireless sensor networks

Hosam Rowaihy, Sharanya Eswaran, Matthew Johnson, Dinesh Verma, Amotz Bar-Noy, Theodore Brown, Thomas La Porta

Proceedings Volume 6562, 65621A (2007) https://doi.org/10.1117/12.723514

KEYWORDS: Sensors, Sensor networks, Active sensors, Video, Robots, Distance measurement, Data modeling, Cameras, Computer programming, Environmental sensing

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Proceedings Article | 11 May 2007 Paper

Geometric considerations for distribution of sensors in ad-hoc sensor networks

Ted Brown, Deniz Sarioz, Amotz Bar-Noy, Tom LaPorta, Dinesh Verma, Matthew Johnson, Hosam Rowaihy

Proceedings Volume 6562, 65620U (2007) https://doi.org/10.1117/12.723534

KEYWORDS: Sensors, Sensor networks, Environmental sensing, Computer science, Visualization, Head, Analytical research, Defense and security, Computer engineering, Infrared radiation

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Proceedings Article | 11 May 2007 Paper

Simulation of sensor networks using message queue infrastructure

Dinesh Chandra Verma, Andy Stanford-Clark

Proceedings Volume 6562, 656219 (2007) https://doi.org/10.1117/12.724960

KEYWORDS: Sensor networks, Sensors, Telecommunications, Computer simulations, Environmental sensing, Transmitters, Systems modeling, Receivers, Control systems, Data modeling

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Proceedings Article | 14 March 1995 Paper

Application migration to reserved bandwidth networks

Paul Stirpe, Dinesh Verma

Proceedings Volume 2417, (1995) https://doi.org/10.1117/12.206069

KEYWORDS: Network architectures, Asynchronous transfer mode, Local area networks, Video, Databases, Switches, Environmental monitoring, Roads, Broadband telecommunications, Complex systems

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Showing 5 of 35 publications

Conference Committee Involvement (2)

Assurance and Security for AI-enabled Systems 2025

13 April 2025 | Orlando, Florida, United States

Assurance and Security for AI-enabled Systems

22 April 2024 | National Harbor, Maryland, United States

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