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IEEE Computer, Volume 54
Volume 54, Number 1, January 2021
- Forrest Shull, Megha Ben:
Driving Innovation and Removing Barriers: Forrest Shull Takes the Helm as 2021 IEEE Computer Society President. 4-9 - Leila De Floriani:
2020: A Year of Transformative Change and Conquering Adversity. 10-14 - Elisabeth André
:
Can Artificial Intelligence Detect Good (or Bad) Chemistry Between People? 16-17 - Erich J. Neuhold:
50 & 25 Years Ago. 21-24 - Jeffrey M. Voas, Nir Kshetri
:
Scarcity. 26-28 - Nicky Mouha, Asmaa Hailane:
The Application of Formal Methods to Real-World Cryptographic Algorithms, Protocols, and Systems. 29-38 - Joseph Williams
, Jeffrey M. Voas:
Outlook 2021. 40-41 - Vard Antinyan
:
Hypnotized by Lines of Code. 42-48 - Alexander Weiss
, Smitha Gautham, Athira Varma Jayakumar, Carl R. Elks
, D. Richard Kuhn
, Raghu N. Kacker, Thomas B. Preußer:
Understanding and Fixing Complex Faults in Embedded Cyberphysical Systems. 49-60 - Vartan Piroumian
:
Digital Twins: Universal Interoperability for the Digital Age. 61-69 - Henry M. Kim
, Marek Laskowski, Michael Zargham, Hjalmar K. Turesson
, Matthew Barlin, Danil Kabanov:
Token Economics in Real Life: Cryptocurrency and Incentives Design for Insolar's Blockchain Network. 70-80 - David Alan Grier
:
Where Do We Learn to Behave Like Grownups? 81-83 - Hiroshi Fuketa, Kunio Uchiyama:
Edge Artificial Intelligence Chips for the Cyberphysical Systems Era. 84-88 - Richard D. Riehle, James Bret Michael
:
Improving the Trustworthiness of Software Through Rigorous Data Type Design. 89-95 - Jason Borenstein
, Frances S. Grodzinsky, Ayanna M. Howard
, Keith W. Miller
, Marty J. Wolf:
AI Ethics: A Long History and a Recent Burst of Attention. 96-102 - Paul N. Edwards, John Leslie King
:
Institutions, Infrastructures, and Innovation. 103-109
Volume 54, Number 2, February 2021
- Sudip Mittal:
Secure V2V and V2I Technologies for the Next-Generation Intelligent Transportation Systems. 4-6 - Erich J. Neuhold:
50 & 25 Years Ago. 10-12 - Ergun Akleman
:
Computing Through Time. 11 - Jeffrey M. Voas
, Nir Kshetri
:
Monetizing You. 13-15 - Jeffrey M. Voas:
In This Issue. 14 - David Alan Grier
, Dejan S. Milojicic
, Sorel Reisman, John W. Walz
:
Special Technical Communities: A 10-Year Retrospective. 16-25 - Nir Kshetri
, Jeffrey M. Voas, Ravi Sharma
:
Computing and Socioeconomic Transformations. 26-29 - Friedhelm Victor
, Peter Ruppel
, Axel Küpper:
A Taxonomy for Distributed Ledger Analytics. 30-38 - Gonçalo Sousa Mendes, Daniel Chen, Bruno M. C. Silva
, Carlos Serrão
, João Casal:
A Novel Reputation System for Mobile App Stores Using Blockchain. 39-49 - Han-Yee Kim
, Lei Xu
, Weidong Shi, Taeweon Suh
:
A Secure and Flexible FPGA-Based Blockchain System for the IIoT. 50-59 - David Alan Grier:
There Is Still No Silver Bullet. 60-62 - George O. Strawn:
Pandemics, Public Education, and the Future. 63-65 - Mark Campbell
:
Tomorrow's Call Center Will Be Neither: Not Call Focused, Nor Centralized. 66-69 - Norita B. Ahmad:
Do Data Almost Always Eventually Leak? 70-74 - Jesús M. González-Barahona
:
A Brief History of Free, Open Source Software and Its Communities. 75-79 - Alexander Kott, Igor Linkov:
To Improve Cyber Resilience, Measure It. 80-85 - Joanna F. DeFranco
, Nir Kshetri
, Jeffrey M. Voas
:
Rearchitecting the Malls: The Shifting U.S. Retail Landscape. 86-90
Volume 54, Number 3, March 2021
- Daniel J. Sorin
:
Reconfigurable Hardware in Postsilicon Microarchitecture. 4-5 - Jeffrey M. Voas
, Nir Kshetri
:
Online Eats "Food Courts". 14-17 - Jeffrey M. Voas
:
In This Issue. 15 - Piotr Nawrocki
, Krzysztof Wrona, Mateusz Marczak, Bartlomiej Sniezynski
:
A Comparison of Native and Cross-Platform Frameworks for Mobile Applications. 18-27 - Chen Liu
:
Visualizing Logical Correlation in Trace Data for System Debugging. 28-36 - Sugandhi
, Parteek Kumar, Sanmeet Kaur:
Indian Sign Language Generation System. 37-46 - Hsiao-Ying Lin
:
Will We Adopt AI Like We Adopted Electricity? 48-51 - David Alan Grier
:
The Engineering Mindset. 52-54 - Joanna F. DeFranco
, David F. Ferraiolo, Rick Kuhn
, Joshua Roberts:
A Trusted Federated System to Share Granular Data Among Disparate Database Resources. 55-62 - Petros Kapsalas, Aris S. Lalos
, Konstantinos Moustakas, Dimitrios Serpanos
:
The Role of Modularity in Multimodal Simultaneous Localization and Mapping Systems. 63-67 - Steven Furnell, Julie M. Haney
, Mary Theofanos:
Pandemic Parallels: What Can Cybersecurity Learn From COVID-19? 68-72 - Raghvinder S. Sangwan
, Robert L. Nord
, Ipek Ozkaya
:
Architectural Dependency Analysis: Addressing the Elephant in the Room. 73-78 - Riccardo Mariani
, Nir Maor, Jyotika Athavale, Kevin Gay:
The Importance of Interoperability in Functional Safety Standards. 80-84
Volume 54, Number 4, April 2021
- Ergun Akleman:
Computing Through Time. 10 - Jeffrey M. Voas, Keith W. Miller
:
Confronting Your Digital Accuser. 11-13 - Jeffrey M. Voas
:
In This Issue. 12 - Liu Liu
, Jie Tang
, Shaoshan Liu
, Bo Yu
, Yuan Xie
, Jean-Luc Gaudiot
:
Π-RT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Vision Applications on Heterogeneous Architectures. 14-25 - Jiangtao Wang
, Leye Wang
, Yanhui Song:
Crowd-Machine Hybrid Urban Sensing and Computing. 26-34 - Ava Lew
:
Flipping the Script: A Sociotechnical Approach to Platforms and Unanticipated Uses. 35-44 - David Alan Grier
:
Linking the Elements Together: Will NoSQL Databases Live up to Their Promise? 46-48 - Doron Drusinsky
:
Who Is Authenticating My E-Commerce Logins? 49-54 - Mark Campbell
:
Computational Acceleration: Offense in Depth. 55-58 - Preeti Chauhan
, Mohit Sood:
Big Data: Present and Future. 59-65 - Shaoshan Liu, Jean-Luc Gaudiot
, Hironori Kasahara
:
Engineering Education in the Age of Autonomous Machines. 66-69 - Isabel Drost-Fromm, Rob Tompkins
:
Open Source Community Governance the Apache Way. 70-75 - Matthew Lanoue, Chad A. Bollmann, James Bret Michael
, John D. Roth
, Duminda Wijesekera
:
An Attack Vector Taxonomy for Mobile Telephony Security Vulnerabilities. 76-84 - Nir Kshetri
:
The Economics of Digital Twins. 86-90
Volume 54, Number 5, May 2021
- Gülüstan Dogan
:
Advances in Human Activity Recognition. 4-6 - Erich J. Neuhold:
50 & 25 Years Ago. 10-12 - Vinton G. Cerf
:
"What We Do Now, Kemosabe?". 13-14 - Nir Kshetri
, Jeffrey M. Voas
:
Major Computing Technologies of the Past 75 Years. 15-21 - Marilyn Wolf
, Dimitrios Serpanos
:
Computing for Autonomy: Latency, Power, Resilience. 22-23 - Joy Arulraj, Abhijit Chatterjee
, Alexandros Daglis
, Ashutosh Dhekne
, Umakishore Ramachandran
:
eCloud: A Vision for the Evolution of the Edge-Cloud Continuum. 24-33 - Bernhard Rinner
, Christian Bettstetter
, Hermann Hellwagner, Stephan Weiss:
Multidrone Systems: More Than the Sum of the Parts. 34-43 - Samuel H. Christie V.
, Amit K. Chopra
, Munindar P. Singh
:
Bungie: Improving Fault Tolerance via Extensible Application-Level Protocols. 44-53 - David Alan Grier
:
Don't Make Me Puke. 54-55 - Hsiao-Ying Lin
, Battista Biggio:
Adversarial Machine Learning: Attacks From Laboratories to the Real World. 56-60 - David Lorge Parnas
:
Software Engineering: A Profession in Waiting. 62-64 - Joanna F. DeFranco, Christopher S. Eagle, James Bret Michael
, John Viega, Jeffrey M. Voas:
Hackathons 101. 65-69 - Dana Eleftheriadou
, Eddy Hartog, Natalia Gkiaouri:
The Cities Challenge: Driving a Green and Digital Recovery and Social Resilience. 70-75 - Joanna F. DeFranco
, Michael Hutchinson:
Understanding Smart Medical Devices. 76-80 - Claude Y. Laporte
, Mirna Muñoz:
Not Teaching Software Engineering Standards to Future Software Engineers-Malpractice? 81-88
Volume 54, Number 6, June 2021
- Ergun Akleman
:
Computing through time. 8 - Jeffrey M. Voas
, Nir Kshetri
:
Homework [EIC'S Message]. 10-12 - Jeffrey M. Voas
:
About This Issue. 11 - Marc C. Canellas
:
Defending IEEE Software Standards in Federal Criminal Court. 14-23 - Jaime Meza
, Leticia Vaca Cárdenas
, Mónica Vaca-Cardenas, Luis Terán
, Edy Portmann:
A Human-Machine Collaboration Model for Urban Planning in Smart Cities. 24-35 - Cody H. Fleming
, Carl R. Elks
, Georgios Bakirtzis
, Stephen C. Adams
, Bryan T. Carter, Peter A. Beling
, Barry M. Horowitz
:
Cyberphysical Security Through Resiliency: A Systems-Centric Approach. 36-45 - David Alan Grier
:
Forgetting Moore's Law [Body of Knowledge]. 46-48 - Changmi Jung, Lasse Mertins
:
Quality and Accountability in the Online Business Education Environment. 49-52 - Nir Kshetri
:
The Economics of Central Bank Digital Currency [Computing's Economics]. 53-58 - Wayne Beaton
:
Open Source Software Engineering the Eclipse Way. 59-63 - Joshua A. Kroll
, James Bret Michael
, David B. Thaw:
Enhancing Cybersecurity via Artificial Intelligence: Risks, Rewards, and Frameworks. 64-71
Volume 54, Number 7, July 2021
- Manish Parashar
:
Enabling Reproducible Research in Parallel and Distributed Systems. 4-5 - Jeffrey M. Voas
, Nir Kshetri
:
Lost and Never Found. 12-13 - Phil Laplante
, Dejan S. Milojicic
:
Technology Predictions. 14-16 - J. Antonio García-Macías
, Luís A. Castro
, Arturo Serrano-Santoyo:
Diverging Images of the Technoscapes in Developing Economies. 18-26 - Lei Xu
, Lin Chen
, Zhimin Gao, Hiram Moya, Weidong Shi:
Reshaping the Landscape of the Future: Software-Defined Manufacturing. 27-36 - Sachin Motwani
, Anubha Gupta
:
Experiencing Hyperloops: The Transit of the Future. 37-45 - Aspen Russell
, Eitan Frachtenberg
:
Worlds Apart: Technology, Remote Work, and Equity. 46-56 - Arne Broering
, Christoph Niedermeier, Ioana Olaru, Ulrich Schöpp
, Kilian Telschig, Michael Villnow:
Toward Embodied Intelligence: Smart Things on the Rise. 57-68 - Tommi Mikkonen
, Cesare Pautasso
, Antero Taivalsaari:
Isomorphic Internet of Things Architectures With Web Technologies. 69-78 - David Alan Grier
:
Value by Squares. 79-81 - Efstratios Chatzoglou
, Georgios Kambourakis, Constantinos Kolias
:
WiF0: All Your Passphrase Are Belong to Us. 82-88 - Dennis Brophy
:
Design Automation Standards Committee: Setting Tomorrow's Standards. 89-93 - Sicun Gao
:
Nonlinearity, Automation, and Reliable Cyberphysical Systems. 94-96 - John Viega
, James Bret Michael
:
Struggling With Supply-Chain Security. 98-104 - Norita B. Ahmad
, Nash Milic, Mohammed Ibahrine:
Data and Disinformation. 105-110 - Doron Drusinsky
, James Bret Michael
:
Multiagent Pathfinding Under Rigid, Optimization, and Uncertainty Constraints. 111-118 - Heimo Müller
, Michaela Theresia Mayrhofer, Evert-Ben van Veen, Andreas Holzinger
:
The Ten Commandments of Ethical Medical AI. 119-123
Volume 54, Number 8, August 2021
- Terence Kelly:
Letters. 4 - Erich J. Neuhold:
50 & 25 Years Ago. 8-10 - Ergun Akleman
:
Compliting Through Time. 9 - Nir Kshetri
, Jeffrey M. Voas
:
Where's the Silicon? 11-12 - Vladimir Getov
:
Insights Into the Origins of the IEEE Computer Society and the Invention of Electronic Digital Computing. 13-18 - W. Eric Wong
, Zijiang Yang:
Safety, Security, and Reliability of Autonomous Vehicle Software. 20-21 - Simon Burton
, John A. McDermid
, Philip Garnett
, Rob Weaver:
Safety, Complexity, and Automated Driving: Holistic Perspectives on Safety Assurance. 22-32 - Haiyang Yu
, Shuai Ma, Qi Hu, Zhen Yang
:
Blockchain-Based Continuous Auditing for Dynamic Data Sharing in Autonomous Vehicular Networks. 33-45 - Sachin Motwani
, Tarun Sharma
, Anubha Gupta
:
Ethics in Autonomous Vehicle Software: The Dilemmas. 46-55 - Ye Ni, Zhilong Xia, Fangtong Zhao, Chunrong Fang
, Zhenyu Chen
:
An Online Multistep-Forward Voltage-Prediction Approach Based on an LSTM-TD Model and KF Algorithm. 56-65 - Koorosh Aslansefat
, Sohag Kabir
, Amr Abdullatif
, Vinod Vasudevan, Yiannis Papadopoulos
:
Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems. 66-76 - Jack R. Toohey, Mohammad S. Raunak
, Dave W. Binkley
:
From Neuron Coverage to Steering Angle: Testing Autonomous Vehicles Effectively. 77-85 - David Alan Grier
:
For the Common Defense. 86-88 - Mark Campbell
, Mladan Jovanovic
:
Conversational Artificial Intelligence: Changing Tomorrow's Health Care Today. 89-93 - Dejan S. Milojicic
:
Educate Back Better: A Perspective from Industry. 94-97 - Nir Kshetri
:
The Economics of Blockchain-Based Supply Chain Traceability in Developing Countries. 98-103 - Sean P. Goggins, Matt Germonprez, Kevin Lumbard:
Making Open Source Project Health Transparent. 104-111 - Alexander Kott
, Maureen S. Golan, Benjamin D. Trump, Igor Linkov
:
Cyber Resilience: by Design or by Intervention? 112-117 - Philip C. Treleaven
:
Future Computers: Digital, Quantum, Biological. 118-124 - Preeti Chauhan
, Nir Kshetri
:
2021 State of the Practice in Data Privacy and Security. 125-132
Volume 54, Number 9, September 2021
- Patrick Schaumont, Paolo Montuschi
:
Computer Security at the Forefront of Emerging Topics in Computing. 4-5 - Erich J. Neuhold:
50 & 25 Years Ago. 9-12 - Jeffrey M. Voas
, Phil Laplante
:
"Opening" Banking. 13-14 - James Bret Michael
, Doron Drusinsky
, Duminda Wijesekera
:
Formal Verification of Cyberphysical Systems. 15-24 - James Bret Michael
, Doron Drusinsky
, Duminda Wijesekera
:
Formal Methods in Cyberphysical Systems. 25-29 - Ziquan Deng
, Zhaodan Kong
:
Interpretable Fault Diagnosis for Cyberphysical Systems: A Learning Perspective. 30-38 - Meiyi Ma
, John A. Stankovic
, Lu Feng
:
Toward Formal Methods for Smart Cities. 39-48 - Guangyao Chen
, Zhihao Jiang
:
Environment Modeling During Model Checking of Cyberphysical Systems. 49-58 - Matthew Jablonski
, Bo Yu, Gabriela Felicia Ciocarlie, Paulo C. G. Costa
:
A Case Study in the Formal Modeling of Safe and Secure Manufacturing Automation. 59-71 - David Alan Grier
:
Time and Money. 72-74 - Jon G. Rokne
:
Shoehorning. 76-79 - Christian Berghoff
, Matthias Neu, Arndt von Twickel:
The Interplay of AI and Biometrics: Challenges and Opportunities. 80-85 - Dimitrios Serpanos
, Konstantinos Katsigiannis:
Fuzzing: Cyberphysical System Testing for Security and Dependability. 86-89 - James Bret Michael
, Thomas C. Wingfield:
Defensive AI: The Future Is Yesterday. 90-96 - Michael Zyda
:
"Why Did I Say, 'Yes' to Writing This Bimonthly Column?". 98-102
Volume 54, Number 10, October 2021
- Qihua Zhou
, Song Guo
, Haodong Lu
, Li Li, Minyi Guo, Yanfei Sun
, Kun Wang:
A Comprehensive Inspection of the Straggler Problem. 4-5 - Erich J. Neuhold:
50 & 25 Years Ago. 9-12 - Ergun Akleman
:
Computing Through Time. 11 - Jeffrey M. Voas
:
Tell Me a Story. 13 - Phil Laplante
, Ben Amaba:
Artificial Intelligence in Critical Infrastructure Systems. 14-24 - Mohammad S. Raunak
, Rick Kuhn
:
Explainable Artificial Intelligence and Machine Learning. 25-27 - Mohammad Naiseh
, Deniz Cemiloglu, Dena Al-Thani
, Nan Jiang, Raian Ali:
Explainable Recommendations and Calibrated Trust: Two Systematic User Errors. 28-37 - Sahil Deo
, Neha Sontakke
:
Usability, User Comprehension, and Perceptions of Explanations for Complex Decision Support Systems in Finance: A Robo-Advisory Use Case. 38-48 - Ismini Psychoula
, Andreas Gutmann, Pradip Mainali, Sharon H. Lee, Paul Dunphy, Fabien A. P. Petitcolas
:
Explainable Machine Learning for Fraud Detection. 49-59 - Seshadhri Srinivasan
, Pandarasamy Arjunan, Baihong Jin, Alberto L. Sangiovanni-Vincentelli
, Zuraimi Sultan, Kameshwar Poolla
:
Explainable AI for Chiller Fault-Detection Systems: Gaining Human Trust. 60-68 - Victoria DaPoian
, Eric Lyness, William Brinckerhoff, Ryan Danell, Xiang Li, Melissa Trainer:
Science Autonomy and the ExoMars Mission: Machine Learning to Help Find Life on Mars. 69-77 - Andreas Holzinger
, Heimo Müller
:
Toward Human-AI Interfaces to Support Explainability and Causability in Medical AI. 78-86 - David Alan Grier
:
Do We Go Viral? 87-89 - Joseph Mortati
, Erran Carmel:
Can We Prevent a Technological Arms Race in University Student Cheating? 90-94 - David Harel, Assaf Marron, Raz Yerushalmi:
Scenario-Based Algorithmics: Coding Algorithms by Automatic Composition of Separate Concerns. 95-101 - Joseph Williams
:
The Computing Architectures Donnybrook. 102-105 - Alexandre K. Ligo, Alexander Kott
, Igor Linkov
:
Autonomous Cyberdefense Introduces Risk: Can We Manage the Risk? 106-110 - Frank Hannig
, Jürgen Teich
:
Open Source Hardware. 111-115 - Amin Vahdat, Dejan S. Milojicic
:
The Next Wave in Cloud Systems Architecture. 116-120 - Phil Laplante
, Nir Kshetri
:
Open Banking: Definition and Description. 122-128 - Norita B. Ahmad
, Kevin Dias:
Validating "Data Validation". 129-132 - Joanna F. DeFranco
:
12 Flavors of IoT. 133-137 - Hal Berghel
:
A Collapsing Academy, Part II: How Cancel Culture Works on the Academy. 138-144
Volume 54, Number 11, November 2021
- Tao Ju:
Deforming With Sparsity. 4-5 - Erich J. Neuhold:
50 & 25 Years Ago. 10-12 - David Alan Grier:
Counting the Accomplishments, Not the Years. 13-14 - Jeffrey M. Voas:
Is Anybody Listening? 15-16 - Rolf Ernst, Xiaobo Sharon Hu
:
Autonomous Systems Design - A Virtual Roundtable. 17-25 - Malcolm Shore, Sherali Zeadally, Astha Keshariya:
Zero Trust: The What, How, Why, and When. 26-35 - Prosanta Gope, Biplab Sikdar:
A Comparative Study of Design Paradigms for PUF-Based Security Protocols for IoT Devices: Current Progress, Challenges, and Future Expectation. 36-46 - Maxim Chernyshev, Zubair Ahmed Baig, Sherali Zeadally:
Cloud-Native Application Security: Risks, Opportunities, and Challenges in Securing the Evolving Attack Surface. 47-57 - Michael Linares, Nishant Aswani, Gary Mac, Chenglu Jin, Fei Chen, Nikhil Gupta, Ramesh Karri
:
Hack3D: Crowdsourcing the Assessment of Cybersecurity in Digital Manufacturing. 58-67 - Christof Ebert, Ruschil Ray:
Toward a Formal Traceability Model for Efficient Security Validation. 68-78 - David Alan Grier:
Objects in the Mirror Are Closer Than They Appear. 79-81 - Phil Laplante:
Software Labels. 82-86 - Adam Cron, Erik Jan Marinissen:
IEEE Standard 1838 Is on the Move. 88-94 - Hsiao-Ying Lin:
Colors of Artificial Intelligence. 95-99 - George Nikolakopoulos, Ali Agha:
Pushing the Limits of Autonomy for Enabling the Next Generation of Space Robotics Exploration Missions. 100-103 - James Bret Michael:
Trusting Human-Machine Teaming. 104-107 - Achintya K. Bhowmik, David A. Fabry, Phillip G. Armour, Hal Berghel, Robert N. Charette, John L. King:
Hear, Now, and in the Future: Transforming Hearing Aids Into Multipurpose Devices. 108-120
Volume 54, Number 12, December 2021
- Qian Zhang
:
DROO: Integrated Learning and Optimization for Edge Computing Offloading. 4-6 - Erich J. Neuhold:
50 & 25 Years Ago. 10-12 - Ergun Akleman:
Computing Through Time. 11 - Forrest Shull, Megha Ben:
75 Years Young: Reflecting on a Milestone Year for the Society. 13-17 - Joanna F. DeFranco, Jeffrey M. Voas:
Reproducibility, Fabrication, and Falsification. 24-26 - Claudio Demartini, Leila De Floriani, Ji-Jiang Yang, Alfredo Cuzzocrea, Hossain Shahriar, Sorel Reisman, Mohammad Zulkernine:
IEEE COMPSAC 2022. 27 - Philip Koopman, Benjamin Kuipers, William H. Widen, Marilyn Wolf:
Ethics, Safety, and Autonomous Vehicles. 28-37 - Valeria Henríquez, Ana María Moreno, José A. Calvo-Manzano
, Tomás San Feliu:
Agile-CMMI Alignment: Contributions and To-Dos for Organizations. 38-49 - Georgios Bakirtzis
, Eswaran Subrahmanian
, Cody H. Fleming:
Compositional Thinking in Cyberphysical Systems Theory. 50-59 - Dorian Leroy, June Sallou
, Johann Bourcier
, Benoît Combemale:
When Scientific Software Meets Software Engineering. 60-71 - Yan Zhu
, Qian Guo, Hongjian Yin, Kaitai Liang, Stephen S. Yau:
Blockchain-Based Software Architecture Development for Service Requirements With Smart Contracts. 72-80 - David Alan Grier:
"The Known World" and Its Successors. 81-83 - Suzanna Schmeelk, Irena Bojanova:
Perspectives on Directing a Graduate Cybersecurity Program. 84-87 - Mark Campbell:
Protecting AI: We Built the Brains, but What About Helmets? 88-91 - Mamduh M. Hanafi, Nir Kshetri, Ravi Sharma
:
Economics of Artificial Intelligence in the Gulf Cooperation Council Countries. 92-98 - Dirk Riehle:
The Open Source Distributor Business Model. 99-103 - Joanna F. DeFranco, Dimitrios Serpanos:
The 12 Flavors of Cyberphysical Systems. 104-108 - Hal Berghel:
The Online Disinformation Opera. 109-115 - Michael Zyda:
Will I See Sensor-Based Games Happen Before I Die? 116-120
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