Intelligence in cyberspace: the road to cyber singularity

Intelligence has been defined in many ways like logic, awareness, reasoning, critical thinking, etc. Many researchers insist on the possibility of a Technological Singularity shortly, which may see...

[1]  Interpretive Tables for Test Scatter On the Stanford-Binet Intelligence Scale: Fourth Edition , 1988 .

[2]  Henry Hoffmann,et al.  Enabling technologies for self-aware adaptive systems , 2010, 2010 NASA/ESA Conference on Adaptive Hardware and Systems.

[3]  Boualem Benatallah,et al.  Bots Acting Like Humans: Understanding and Preventing Harm , 2019, IEEE Internet Computing.

[4]  G AkpanAbasiama,et al.  Self Destructive Data Security System: Towards an Improved Platform for Data Protection , 2019 .

[5]  Chrystopher L. Nehaniv Self-replication, Evolvability and Asynchronicity in Stochastic Worlds , 2005, SAGA.

[6]  L. Marconato,et al.  Predictors of long-term survival in dogs with high-grade multicentric lymphoma. , 2011, Journal of the American Veterinary Medical Association.

[7]  Ajay Patrikar,et al.  A self-organizing controller for dynamic processes using neural networks , 1990, 1990 IJCNN International Joint Conference on Neural Networks.

[8]  H. Davis,et al.  Underestimating the rat's intelligence. , 1996, Brain research. Cognitive brain research.

[9]  Rolf Ernst,et al.  Self-aware systems for the Internet-of-Things , 2016, 2016 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

[10]  Hossein Rouhani Zeidanloo,et al.  All About Malwares (Malicious Codes) , 2010, Security and Management.

[11]  Gordon E. Taub,et al.  Higher Order, Multisample, Confirmatory Factor Analysis of the Wechsler Intelligence Scale for Children--Fourth Edition: What Does It Measure?. , 2006 .

[12]  Willem F. G. Haselager,et al.  Creativity and self-organization: contributions from cognitive science and semiotics , 2003 .

[13]  T. Czaczkes,et al.  Individual ant workers show self-control , 2017, Biology Letters.

[14]  B. Nicolescu,et al.  Technological Singularity: The Dark Side , 2016 .

[15]  Timo Honkela,et al.  Self-Organizing Maps In Natural Language Processing , 1997 .

[16]  Gianluca Tempesti,et al.  Implementation of a Self-replicating Universal Turing Machine , 2004 .

[17]  Yang Lu,et al.  Internet of Things (IoT) Cybersecurity Research: A Review of Current Research Topics , 2019, IEEE Internet of Things Journal.

[18]  Parastou Tourani,et al.  Theories of Intelligence , 2005 .

[19]  Kenneth R. Livingston,et al.  A Self-Organizing Autonomous Prediction System for Controlling Mobile Robots , 2009 .

[20]  Roman V. Yampolskiy,et al.  From Seed AI to Technological Singularity via Recursively Self-Improving Software , 2015, ArXiv.

[21]  Tim Oates,et al.  Cognitive Techniques for Early Detection of Cybersecurity Events , 2018, ArXiv.

[22]  Adeeb Alhomoud A Self-healing Framework for Enterprise networks to combat Botnets infections , 2017 .

[23]  Plamen P. Angelov,et al.  Self-organising fuzzy logic classifier , 2018, Inf. Sci..

[24]  S Savitha,et al.  Time Controlled Cloud Environment with Self destructing Data system (SeDas) for Data Confidentiality , 2014 .

[25]  Burton S. Kaliski,et al.  Moore's Law , 2005, Encyclopedia of Cryptography and Security.

[26]  Eric M. Dashofy,et al.  An infrastructure for the rapid development of XML-based architecture description languages , 2002, Proceedings of the 24th International Conference on Software Engineering. ICSE 2002.

[27]  Vishal Pant,et al.  Self-learning system for personalized e-learning , 2017, 2017 International Conference on Emerging Trends in Computing and Communication Technologies (ICETCCT).

[28]  David Palacios,et al.  Combination of multiple diagnosis systems in Self-Healing networks , 2016, Expert Syst. Appl..

[29]  J. Crawley,et al.  Animal models of self-destructive behavior and suicide. , 1985, The Psychiatric clinics of North America.

[30]  A. Jensen,et al.  The relationship between learning and intelligence , 1989 .

[31]  Ada Diaconescu,et al.  The Notion of Self-aware Computing , 2017, Self-Aware Computing Systems.

[32]  Xiaoyun Zhu,et al.  Self-Aware Computing Systems , 2017 .

[33]  Culum Brown A risk assessment and phylogenetic approach: Commentary on Birch on Precautionary Principle , 2017 .

[35]  Anthony Trewavas,et al.  Aspects of plant intelligence. , 2003, Annals of botany.

[36]  David M. Peña-Guzmán,et al.  Can nonhuman animals commit suicide , 2017 .

[37]  Ying Liu,et al.  Agent and Cyber-Physical System Based Self-Organizing and Self-Adaptive Intelligent Shopfloor , 2017, IEEE Transactions on Industrial Informatics.

[38]  Debanjan Ghosh,et al.  Self-healing systems - survey and synthesis , 2007, Decis. Support Syst..

[39]  Safeeullah Soomro,et al.  Artificial Intelligence Enabled IoT: Traffic Congestion Reduction in Smart Cities , 2018 .

[40]  B. Widrow,et al.  The truck backer-upper: an example of self-learning in neural networks , 1989, International 1989 Joint Conference on Neural Networks.

[41]  Vernor Vinge,et al.  ==================================================================== the Coming Technological Singularity: How to Survive in the Post-human Era , 2022 .

[42]  Allison M. Barnard,et al.  The evolution of self-control , 2014, Proceedings of the National Academy of Sciences.

[43]  Antanas Cenys,et al.  High-Level Self-Sustaining Information Security Management Framework , 2017, Balt. J. Mod. Comput..

[44]  Chase Cotton,et al.  Internet Memes: A Novel Approach to Distinguish Humans and Bots for Authentication , 2019, Advances in Intelligent Systems and Computing.

[45]  J. E. Kerivan,et al.  Self-defending security software , 2005, MILCOM 2005 - 2005 IEEE Military Communications Conference.

[46]  Elena Dubrova,et al.  Remotely Managed Logic Built-In Self-Test for Secure M2M Communications , 2015, IACR Cryptol. ePrint Arch..

[47]  J. Deneubourg,et al.  Self-organized structures in a superorganism: do ants "behave" like molecules? , 2006 .

[48]  Guido Caldarelli,et al.  Self-Healing Networks: Redundancy and Structure , 2013, PloS one.

[49]  D. Degrazia The Philosophy of Animal Minds: Self-awareness in animals , 2009 .

[50]  Moti Nissani Elephant Cognition: A Review of Recent Experiments , 2008 .

[51]  Costas P. Grigoropoulos,et al.  Self-organizing human cardiac microchambers mediated by geometric confinement , 2015, Nature Communications.

[52]  Ömer Faruk Bay,et al.  Development of self navigation system for mobile vehicles without location information , 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

[53]  Sai Sreewathsa Kovalluri,et al.  LSTM Based Self-Defending AI Chatbot Providing Anti-Phishing , 2018 .

[54]  Ravishankar K. Iyer,et al.  Self-Healing Attack-Resilient PMU Network for Power System Operation , 2018, IEEE Transactions on Smart Grid.

[55]  Petia Georgieva,et al.  Breaking Text-Based CAPTCHA with Sparse Convolutional Neural Networks , 2019, IbPRIA.

[56]  Book review: Michael J Beran. Self-control in animals and people , 2019, Quarterly Journal of Experimental Psychology.

[57]  Sherif Abdelwahed,et al.  Towards realizing self-protecting SCADA systems , 2014, CISR '14.

[58]  Randy Borum,et al.  Strategic cyber intelligence , 2015, Inf. Comput. Secur..

[59]  A. Morin,et al.  Self-Awareness Part 1: Definition, Measures, Effects, Functions, and Antecedents , 2011 .

[60]  Derrick H. Nguyen,et al.  Neural networks for self-learning control systems , 1990 .

[61]  L. Penrose,et al.  Self-Reproducing Machines , 1959 .

[62]  Sunanda Mitra Adaptive pattern recognition by self-organizing neural networks , 1994, Other Conferences.

[63]  Todd M Gureckis,et al.  Self-Directed Learning , 2012, Perspectives on psychological science : a journal of the Association for Psychological Science.

[64]  Benja Fallenstein,et al.  Vingean Reflection : Reliable Reasoning for Self-Improving Agents , 2015 .

[65]  V. Vinge,et al.  Signs of the singularity , 2008, IEEE Spectrum.

[66]  P. Singh,et al.  Computing Commonsense , 2004 .

[67]  Erol Gelenbe,et al.  A Software Defined Self-Aware Network: The Cognitive Packet Network , 2013, 2013 Ninth International Conference on Semantics, Knowledge and Grids.

[68]  Goutam Kumar Saha Software - Implemented Self-healing System , 2007, CLEI Electron. J..

[69]  M. Zeleny KNOWLEDGE AND SELF-PRODUCTION PROCESSES IN SOCIAL SYSTEMS , 2011 .

[70]  M. E. Beall U.S. patent and trademark office , 1997 .

[71]  Carlos Gershenson,et al.  Design and Control of Self-organizing Systems , 2007 .

[72]  Yan Zhu,et al.  An Efficient Retrograde Storage for Self-Destructing Messages on Frequently Colliding Hash Table , 2018, 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC).

[73]  Ben Goertzel,et al.  Human-level artificial general intelligence and the possibility of a technological singularity: A reaction to Ray Kurzweil's The Singularity Is Near, and McDermott's critique of Kurzweil , 2007, Artif. Intell..

[74]  Hong Guo,et al.  Impact of Network Structure on Malware Propagation: A Growth Curve Perspective , 2015, J. Manag. Inf. Syst..

[75]  Falk Langer,et al.  A self-learning approach for validation of communication in embedded systems , 2014, RAISE 2014.

[76]  Neil C. Rowe Marie-4: A High-Recall, Self-Improving Web Crawler That Finds Images Using Captions , 2002, IEEE Intell. Syst..

[77]  Shane Legg,et al.  A Collection of Definitions of Intelligence , 2007, AGI.

[78]  Moshe Sipper,et al.  Fifty Years of Research on Self-Replication: An Overview , 1998, Artificial Life.

[79]  Janne Kurjenniemi,et al.  Cognitive self-healing system for future mobile networks , 2015, 2015 International Wireless Communications and Mobile Computing Conference (IWCMC).

[80]  Komal Comparative Assessment of Human Intelligence and Artificial Intelligence , 2016 .

[81]  Hans Strasburger,et al.  Backpack Adidas Classic Ii 3s Med Pink ffqtSZw at deniscount.com , 2011 .

[82]  Liane Gabora,et al.  Honing Theory: A Complex Systems Framework for Creativity. , 2016, Nonlinear dynamics, psychology, and life sciences.

[83]  E. Biddiss,et al.  Upper-Limb Prosthetics: Critical Factors in Device Abandonment , 2007, American journal of physical medicine & rehabilitation.

[84]  Alexey Potapov,et al.  Technological Singularity: What Do We Really Know? , 2018, Inf..

[85]  Arno Wacker,et al.  Evaluating Connection Resilience for Self-Organizing Cyber-Physical Systems , 2016, 2016 IEEE 10th International Conference on Self-Adaptive and Self-Organizing Systems (SASO).

[86]  Sam Malek,et al.  A Systematic Survey of Self-Protecting Software Systems , 2014, ACM Trans. Auton. Adapt. Syst..

[87]  Joel Shurkin,et al.  News Feature: Animals that self-medicate , 2014, Proceedings of the National Academy of Sciences.

[88]  M. Pallen,et al.  Bridging the Gap between the Technological Singularity and Medicine: Highlighting a Course on Technology and the Future of Medicine , 2013, Global journal of health science.

[89]  Ernest Davis The Singularity and the State of the Art in Artificial Intelligence: The technological singularity (Ubiquity symposium) , 2014, UBIQ.

[90]  M. Stadler,et al.  Cognitive Systems as Self-Organizing Systems , 1990 .

[91]  Guoyuan Wu,et al.  Deep reinforcement learning enabled self-learning control for energy efficient driving , 2019, Transportation Research Part C: Emerging Technologies.

[92]  E. Braaten,et al.  Intelligence (IQ) testing. , 2006, Pediatrics in review.

[93]  Stephen Omohundro,et al.  The Nature of Self-Improving Artificial Intelligence , 2008 .

[94]  M. Soufian Towards self-defending control systems in cybersecurity analysis and measures in industrial automation systems , 2017, 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE).

[95]  Hideaki Ishii,et al.  Self-triggered control for communication reduction in networked systems , 2016 .

[96]  Mohamed Mahmoud,et al.  A Self-Adaptive Artificial Intelligence Technique to Predict Oil Pressure Volume Temperature Properties , 2018, Energies.

[97]  Ashutosh Tiwari,et al.  Concepts of Self-Repairing Systems , 2013 .

[98]  Saumya K. Debray,et al.  On the Semantics of Self-Unpacking Malware Code ∗ , 2008 .

[99]  F. T. Manen Book Reivew: A chance for lasting survival: Ecology and behavior of wild giant pandas , 2015 .

[100]  Madan M. Gupta,et al.  Neural and Fuzzy Systems: The Emerging Science of Intelligent Computing , 1994 .

[102]  Péter Szikora,et al.  Self-driving cars — The human side , 2017, 2017 IEEE 14th International Scientific Conference on Informatics.

[103]  Fabio Roli,et al.  Pattern Recognition for Intrusion Detection in Computer Networks , 2003 .

[104]  Azizul Haque Ananto Self-learning game bot using deep reinforcement learning , 2017 .

[105]  Antonio Manzalini,et al.  Demonstrating Communication Services Based on Autonomic Self-Organization , 2008, 2008 International Conference on Complex, Intelligent and Software Intensive Systems.

[106]  Jonathan Timmis,et al.  Self-repairing mobile robotic car using astrocyte-neuron networks , 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

[107]  Chase Cotton,et al.  Some Cyberpsychology Techniques to Distinguish Humans and Bots for Authentication , 2019, Advances in Intelligent Systems and Computing.

[108]  Liu Da-ming Self-Defending Network Systems Based on SSL Security Communication , 2008 .

[109]  Joshua Lubell,et al.  Extending the Cybersecurity Digital Thread with XForms , 2015 .

[110]  Linus Flodin,et al.  Attitude and Orbit Control During Deorbit of Tethered Space Debris , 2015 .

[111]  M. Tariq Banday,et al.  Study of Botnets and Their Threats to Internet Security , 2009 .

[112]  Qin Liu,et al.  A Secure Self-Destructing Scheme for Electronic Data , 2010, 2010 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing.

[113]  P. Langley Intelligent Behavior in Humans and Machines , 2012 .

[114]  Winfried K. Rudloff INTELLIGENCE AND INTELLIGENT MACHINES: A VIRTUAL REALITY? , 1995 .

[115]  Ronny Seiger,et al.  A Framework for Self-adaptive Workflows in Cyber-physical Systems , 2019, SE/SWM.

[116]  R. Kurzweil,et al.  The Singularity Is Near: When Humans Transcend Biology , 2006 .

[117]  S. Ikeda,et al.  A Simple, Highly Efficient Method for Heterologous Expression in Mammalian Primary Neurons Using Cationic Lipid-mediated mRNA Transfection , 2010, Front. Neurosci..

[118]  Nigel Shadbolt,et al.  Self-Control in Cyberspace: Applying Dual Systems Theory to a Review of Digital Self-Control Tools , 2019, CHI.

[119]  nasa,et al.  Vision 21: Interdisciplinary Science and Engineering in the Era of Cyberspace , 2019 .

[120]  Roman V. Yampolskiy,et al.  The Singularity May Be Near , 2017, Inf..

[121]  Onur Mutlu,et al.  Self-Optimizing Memory Controllers: A Reinforcement Learning Approach , 2008, 2008 International Symposium on Computer Architecture.

[122]  Ishaani Priyadarshini,et al.  Features and architecture of the modern cyber range: a qualitative analysis and survey , 2018 .

[123]  Ishaani Priyadarshini,et al.  Cyber Security Risks in Robotics , 2017 .

[124]  Johannes L. Brandl The puzzle of mirror self-recognition , 2018 .

[125]  Alessandro Barenghi,et al.  ShieldFS: a self-healing, ransomware-aware filesystem , 2016, ACSAC.

[126]  Gopinath Ganapathy,et al.  A Fuzzy Logic based Defense Mechanism against Distributed Denial of Service Attack in Cloud Computing Environment , 2014 .

[127]  Raghvendra Kumar,et al.  Performance evaluation of Botnet DDoS attack detection using machine learning , 2020, Evol. Intell..

[128]  R. Sternberg The concept of intelligence and its role in lifelong learning and success. , 1997 .

[129]  Margaret M. Burnett,et al.  Programming, Problem Solving, and Self-Awareness: Effects of Explicit Guidance , 2016, CHI.

[130]  Thomas Vogel,et al.  Architectural Concepts for Self-aware Computing Systems , 2017, Self-Aware Computing Systems.

[131]  Jim Alves-Foss,et al.  The DARPA Cyber Grand Challenge: A Competitor's Perspective, Part 2 , 2015, IEEE Security & Privacy.

[132]  Duane De Capite Self-Defending Networks: The Next Generation of Network Security , 2006 .

[133]  Haibo He,et al.  A Hierarchical Self-organizing Associative Memory for Machine Learning , 2007, ISNN.

[134]  T. Taylor Studying Evolution with Self-Replicating Computer Programs , 2007 .

[135]  Vinay K. Chaudhri,et al.  Report on DARPA Workshop on Self-Aware Computer Systems , 2007 .

[136]  Jun Luo,et al.  Trinity: Enabling Self-Sustaining WSNs Indoors with Energy-Free Sensing and Networking , 2018, ACM Trans. Embed. Comput. Syst..

[137]  Wenji Mao,et al.  Cyber-Physical-Social Systems for Command and Control , 2011, IEEE Intelligent Systems.

[138]  Peter Rowlands,et al.  The "Logic" of Self-Organizing Systems , 2010, AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes.

[139]  Deborah Estrin,et al.  Self-configuring localization systems: Design and Experimental Evaluation , 2004, TECS.

[140]  Alexey Turchin,et al.  Military AI as a Convergent Goal of Self-Improving AI , 2018 .

[141]  M. Poli Animal learning and intelligence , 1988 .

[142]  Hilarie K. Orman,et al.  The Morris Worm: A Fifteen-Year Perspective , 2003, IEEE Secur. Priv..

[143]  Jonathan Grudin,et al.  A Moving Target””The Evolution of Human-Computer Interaction , 2017 .

[144]  Patrick D. McDaniel,et al.  Defending Against Attacks on Main Memory Persistence , 2008, 2008 Annual Computer Security Applications Conference (ACSAC).

[145]  Yoh-Han Pao,et al.  Self-improving expert systems: An architecture and implementation , 1992, Inf. Manag..

[146]  Emanuele Frontoni,et al.  Mobile robot for retail surveying and inventory using visual and textual analysis of monocular pictures based on deep learning , 2017, 2017 European Conference on Mobile Robots (ECMR).

[147]  S. Petrenko Ontology of Cyber Security of Self-Recovering Smart GRID , 2018 .

[148]  Drew McDermott,et al.  Kurzweil's argument for the success of AI , 2006, Artif. Intell..

[149]  Muhammad Ali Imran,et al.  Controlling self healing cellular networks using fuzzy logic , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[150]  Nikolaos M. Freris,et al.  A software-defined architecture for control of IoT cyberphysical systems , 2018, Cluster Computing.

[151]  S. Hayes,et al.  Theoretical Explanations for Reactivity in Self-Monitoring , 1981 .

[152]  Bradley R. Schmerl,et al.  Architecture-based self-protecting software systems , 2013, QoSA '13.

[153]  Bo Tang,et al.  Toward intelligent cyber-physical systems: Algorithms, architectures, and applications , 2016 .

[154]  Emilio J. C. Lobato,et al.  Wild Architecture , 2020, Natural Language Processing.

[155]  Geoffrey L. Cohen,et al.  The Psychology of Self‐defense: Self‐Affirmation Theory , 2006 .

[156]  D. Mobbs,et al.  The ecology of human fear: survival optimization and the nervous system , 2015, Front. Neurosci..

[157]  Brian R Johnson,et al.  Self-Organization, Natural Selection, and Evolution: Cellular Hardware and Genetic Software , 2010 .

[158]  Hung-Yuan Chung,et al.  A self-learning fuzzy logic controller using genetic algorithms with reinforcements , 1997, IEEE Trans. Fuzzy Syst..

[159]  J. Rubner,et al.  A Self-Organizing Network for Principal-Component Analysis , 1989 .

[160]  Marco Platzner,et al.  Self-aware Computing Systems , 2016, Natural Computing Series.

[161]  David K. Y. Yau,et al.  Enforcing Memory Safety in Cyber-Physical Systems , 2017, CyberICPS/SECPRE@ESORICS.

[162]  Emilio J. C. Lobato,et al.  Wild Architecture: Explaining Cognition via Self-Sustaining Systems , 2017 .

[163]  Tahir Mahmood,et al.  Multi-Attribute Multi-Perception Decision-Making Based on Generalized T-Spherical Fuzzy Weighted Aggregation Operators on Neutrosophic Sets , 2019, Mathematics.

[164]  Hung Nguyen,et al.  Human Computer Interaction in Game Design , 2012 .

[165]  Danny Weyns,et al.  An Architectural Strategy for Self-Adapting Systems , 2007, International Workshop on Software Engineering for Adaptive and Self-Managing Systems (SEAMS '07).

[166]  Ali H. Sayed,et al.  Self-organization in bird flight formations using diffusion adaptation , 2009, 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

[167]  Michael Tomasello,et al.  Ape and Human Cognition , 2010 .

[168]  Bin Yu,et al.  A Secure Ciphertext Self-Destruction Scheme with Attribute-Based Encryption , 2015 .

[169]  Michael W. Shapiro Self-Healing in Modern Operating Systems , 2004, ACM Queue.

[170]  Rodolfo E. Haber,et al.  Self-adaptive systems: A survey of current approaches, research challenges and applications , 2013, Expert Syst. Appl..

[171]  Chase Cotton,et al.  Next generation resilient redundant router , 2015, 2015 IEEE 16th International Conference on High Performance Switching and Routing (HPSR).

[172]  S. S. Adams,et al.  Beyond the Octopus: From General Intelligence Toward a Human-Like Mind , 2012 .

[173]  Michele Magno,et al.  Self-Sustaining Acoustic Sensor With Programmable Pattern Recognition for Underwater Monitoring , 2019, IEEE Transactions on Instrumentation and Measurement.

[174]  E. Doncker Self-Replicating Turing Machines and Computer Viruses , 2022 .

[175]  J. Gaughan Which physiological adaptation allows camels to tolerate high heat load - and what more can we learn? , 2011 .

[176]  Scott R White,et al.  Biomimetic Self-Healing. , 2015, Angewandte Chemie.

[177]  Marco Platzner,et al.  Self-aware Computing: Introduction and Motivation , 2016, Self-aware Computing Systems.

[178]  Jianhui Wang,et al.  Networked Microgrids for Self-Healing Power Systems , 2016, IEEE Transactions on Smart Grid.

[179]  W. Hwang,et al.  Establishment of an animal embryo culture system containing various embryotropins and its efficacy for culturing ICR mouse one-cell embryos derived in vivo or in vitro. , 2001, Fertility and sterility.

[180]  P. Kirk Visscher,et al.  Animal behaviour: How self-organization evolves , 2003, Nature.

[181]  Levent Gürgen,et al.  Self-aware cyber-physical systems and applications in smart buildings and cities , 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[182]  Roman V. Yampolskiy,et al.  The technological singularity , 2017 .

[183]  J. Deneubourg,et al.  Self-organized defensive behavior in honeybees. , 1999, Proceedings of the National Academy of Sciences of the United States of America.