Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
The Vision of Autonomic Computing
Computer
Recovery Oriented Computing (ROC): Motivation, Definition, Techniques,
Recovery Oriented Computing (ROC): Motivation, Definition, Techniques,
Autonomic Computing and Reliability Improvement
ISORC '05 Proceedings of the Eighth IEEE International Symposium on Object-Oriented Real-Time Distributed Computing
Autonomic Security and Self-Protection based on Feature-Recognition with Virtual Neurons
DASC '06 Proceedings of the 2nd IEEE International Symposium on Dependable, Autonomic and Secure Computing
Modeling for NASA Autonomous Nano-Technology Swarm Missions and Model-Driven Autonomic Computing
AINA '07 Proceedings of the 21st International Conference on Advanced Networking and Applications
EASE '07 Proceedings of the Fourth IEEE International Workshop on Engineering of Autonomic and Autonomous Systems
A Hierarchical Modeling and Analysis for Grid Service Reliability
IEEE Transactions on Computers
ZSBT: a novel algorithm for tracing DoS attackers in MANETs
EURASIP Journal on Wireless Communications and Networking
Protecting information infrastructure from DDoS attacks by MADF
International Journal of High Performance Computing and Networking
Interactive access control for autonomic systems: From theory to implementation
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Flexible Deterministic Packet Marking: An IP Traceback System to Find the Real Source of Attacks
IEEE Transactions on Parallel and Distributed Systems
Detecting and displaying novel computer attacks with Macroscope
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A scheme for privacy-preserving data dissemination
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
SOS: an architecture for mitigating DDoS attacks
IEEE Journal on Selected Areas in Communications
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Computing systems and networks become increasingly large and complex with a variety of compromises and vulnerabilities. The network security and privacy are of great concern today, where self-defense against different kinds of attacks in an autonomous and holistic manner is a challenging topic. To address this problem, we developed an innovative technology called Bionic Autonomic Nervous System (BANS). The BANS is analogous to biological nervous system, which consists of basic modules like cyber axon, cyber neuron, peripheral nerve and central nerve. We also presented an innovative self-defense mechanism which utilizes the Fuzzy Logic, Neural Networks, and Entropy Awareness, etc. Equipped with the BANS, computer and network systems can intelligently self-defend against both known and unknown compromises/attacks including denial of services (DoS), spyware, malware, and virus. BANS also enabled multiple computers to collaboratively fight against some distributed intelligent attacks like DDoS. We have implemented the BANS in practice. Some case studies and experimental results exhibited the effectiveness and efficiency of the BANS and the self-defense mechanism.