Data Preprocessing for Intrusion Detection System using Swarm Intelligence Techniques
نویسندگان
چکیده
منابع مشابه
Data Preprocessing for Intrusion Detection System using Swarm Intelligence Techniques
Due to access of malicious data in internet, Intrusion detection system becomes an important element in system security that controls real time data and leads to huge dimensional problem, so a data pre-processing is necessary to reduce haziness and to clean network data. To reduce false positive rate and to increase efficiency of detection, the paper proposed a new swarm intelligence technique ...
متن کاملA Study on Swarm Intelligence Techniques in Intrusion Detection
Intrusion Detection System is a security support mechanism which has received great attention from researchers all over the globe recently. In the recent past, bio-inspired meta-heuristic technique such as swarm intelligence is being proposed for intrusion detection. Swarm Intelligence approaches are used to solve complicated problems by multiple simple agents without centralized control. The s...
متن کاملData Mining Techniques For Intrusion Detection System
Reddy et al (20) also presented a survey of various data mining techniques for intrusion detection system. Subramanian et al (21) presented the performance. Developing a Hybrid Intrusion Detection System Using Data Mining for A data mining technique called common path mining is used to automatically. The proposed hybrid technique combines data mining approaches like K Novel intrusion detection ...
متن کاملSwarm intelligence in intrusion detection: A survey
Intrusion Detection Systems (IDS) have nowadays become a necessary component of almost every security infrastructure. So far, many different approaches have been followed in order to increase the efficiency of IDS. Swarm Intelligence (SI), a relatively new bioinspired family of methods, seeks inspiration in the behavior of swarms of insects or other animals. After applied in other fields with s...
متن کاملA Swarm-Intelligence-Based Intrusion Detection Technique
A Swarm-intelligence-based intrusion detection technique is proposed to in order to reduce the misjudgment & misdetection and increase the real-time response in the existing intrusion detection techniques show. Separating a huge and complicated intrusion detection system into severer independent detection units with unique function so that the amount of detection data processing and the complex...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2013
ISSN: 0975-8887
DOI: 10.5120/13116-0458