Unlike traditional systems that rely on known threat patterns, AIS can identify and adapt to new/unknown threats in a similar way to biological immune responses. These capabilities are especially vital in tackling zero-day attacks and advanced cyber threats that evade conventional detection methods.
Dec 7, 2023
People also ask
What is the immune system in cyber security?
Cyber Immunity is achieved by splitting the IT system into isolated parts and controlling the interactions between them. Most potential attacks on a Cyber Immune system are ineffective — it continues to perform critical functions even in an aggressive environment and does not allow an attacker to develop an attack.
Is there an artificial immune system?
Artificial Immune System is a data mining approach that mimics the behavior of a biological immune system to detect antigens. It involves simulating the creation of detector cells and their ability to detect foreign bodies, using techniques such as clonal selection and negative selection.
What is an example of an artificial immune system algorithm?
Dendritic cell algorithms: The dendritic cell algorithm (DCA) is an example of an immune inspired algorithm developed using a multi-scale approach. This algorithm is based on an abstract model of dendritic cells (DCs).
What is the digital immune system?
The digital immune system (DIS) approach includes practices and technologies for software design, development, automation, operation and analytics, and uses these to create a superior user experience and to reduce system failures that impact business performance.
May 1, 2020 · This work aims to identify, evaluate, and perform a comprehensive study of empirical research on the studies of AIS approaches to secure the IoT environment.
Artificial Immune Systems for IT-Security immune system possesses a multi- layered protection, detection and elimination architecture (see Fig. 1). The skin ...
Aug 16, 2022 · This system can inspire cybersecurity professionals to design an Artificial Immune System (AIS) based Intrusion Detection System (IDS).
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This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction ...
The fundamental goal of this paper is to create a generic framework for an artificial immune system which is fast and accurate in detecting anomalies.
The Robot Immune System (RIS) is a security certified software solution that protects robots and robot components against malware.
Dec 29, 2016 · A cyberimmune system works a little bit differently. To learn what's normal, it silently sits in the background and monitors things for a few weeks.
However, bio-inspired methods such as AIS could give a new dynamical method to defend entire data network from malicious attacks. This short paper briefly ...
This book provides state-of-the-art information on the use, design, and development of the Artificial Immune System (AIS) and AIS-based solutions to computer ...
