How to Improve the IoT Security Implementing IDS/IPS Tool using Raspberry Pi 3B+

Jesús, Ruíz-Lagunas Juan; Anastacio, Antolino-Hernández; Mauricio, Reyes-Gutiérrez; Ferreira-Medina, Heberto; Cristhian, Torres-Millarez; Omar, Paniagua-Villagómez

doi:10.14569/ijacsa.2019.0100952

Cited by 9 publications

(6 citation statements)

References 4 publications

(3 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…However, NetGaurd is nothing different to a traditional IDS and just provides privacy by hiding the IP of the monitoring source, as an extra feature. There are few other similar implementations like [23,24]. The mere purpose of these implementation is to install and test IDS software on Raspberry Pi for various purposes.…”

Section: Iot Based Ids Implementationsmentioning

confidence: 99%

Raspberry Pi-based Intelligent Cyber Defense Systems for SMEs and Smart-homes: An Exploratory Study

Tirumala

Nepal²,

Ray

2022

EAI Endorsed Trans Smart Cities

View full text Add to dashboard Cite

Ongoing ransomware attacks have forced business to think about security of their resources. Recently, small- to-medium enterprises (SMEs) and Smart-homes have become easy targets for attackers since they don’t have cyber defense mechanism in place other than simple firewall systems which are quite vulnerable. Cyber defense systems are costly and often not within the budget of SMEs or families which inspired to think about low cost yet highly efficient cyber defense solutions. Regular individuals and families who use internet for day to day use often end-up becoming a possible resource for using them as Trojan or bitcoin nodes. This research explores the prospects of implementing a Raspberry Pi (Raspberry Pi)-based intelligent cyber- defense system (iCDS) for SME networks and Smart-homes to filter malicious contents from incoming traffic and detect malware using artificial intelligence. Primarily, the work presented in this paper tries to evaluate the hardware capability of network interfaces (both internal, and attached) of Raspberry Pi for handle high volumes of incoming traffic. For this, we measure the network performance of the Raspberry Pi using the speed test software and try to explore the possibility of a light weight machine learning (ML) based malware detection. The results show that the built in Ethernet interface outperforms the built in WiFi and external attached USB to Ethernet Adapter in terms of latency, download and upload throughput. Also, a new DNA based ML approach was successfully able to produce over 19.5% better accuracy rates of over classifier trained with hash-sequence. The experiment results further emphasise on the importance of generating complex malware signatures with variety to face existing threats which has taken a new form due to increase in malware based attacks, particularly for ransomware. The complexity of the generated malware is based on generic yet strong encryption principles which produced good results which is quite encouraging at this stage.

show abstract

Section: Iot Based Ids Implementationsmentioning

confidence: 99%

Raspberry Pi-based Intelligent Cyber Defense Systems for SMEs and Smart-homes: An Exploratory Study

Tirumala

Nepal²,

Ray

2022

EAI Endorsed Trans Smart Cities

View full text Add to dashboard Cite

show abstract

“…Wireshark utilized to run sniffing attack, Metasploit to run auxiliary contained slowloris and synflood attack for DOS type attack also password brute-force attack, and HULK python script to run floodbased DOS attack. The network attack will be run based on a basic penetration test [25][26][27]. Efficiency parameter evaluation will be tested in Rasefiberry generally used encryption algorithms such as DES, AES, Blowfish, ECDH, and Twofish.…”

Section: Figure 3 Rasefiberry Custom Snort Rulesmentioning

confidence: 99%

Rasefiberry: Secure and efficient Raspberry-Pi based gateway for smarthome IoT architecture

Simadiputra

Surantha

2021

Bulletin EEI

View full text Add to dashboard Cite

Internet-of-Things or IoT technology becomes essential in everyday lives. The risk of security and privacy towards IoT devices, especially smarthomes IoT gateway device, becoming apparent as IoT technology progressed. The need for affordable, secure smarthome gateway device or router that smarthome user prefer. The problem of low-performance smarthome gateways was running security programs on top of smarthome gateway programs. This problem motivates the researcher designing a secure and efficient smarthome gateway using Raspberry Pi hardware as an affordable smarthome gateway device and able to run both smarthome gateways and security programs. In this research, researchers implemented snort as intrusion detection system (IDS), openHab as IoT gateway applications, and well-known encryption algorithms for file encryption in Raspberry PI 3B+ model. The researcher evaluated Snort capability on network attacks and compared each of the well-known encryption algorithm efficiency. From the result, we found Rasefiberry customized snort configuration for Raspberry pi 60 percent of the simulated network attacks. Twofish encryption algorithms were found to have best encryption time, throughput, and power consumption compared to other encryption algorithms in the research. Rasefiberry architecture successfully processes both lightweight security programs and Openhab smarthome gateway programs with a lowperformance computing device such as Raspberry Pi.

show abstract

“…Result discussion. From this research, it can be concluded that there are various multi-threaded programming in Java that are based on delivering effective communication, reducing the usage of resources, and delivering applications for responsiveness [13]. Multithreading and multiprocessing techniques have been used in this research paper to get a better output for achieving multitasking.…”

mentioning

confidence: 99%

“…From the research, it has been observed that multithreading saves time and performs various operations and does not affect other threads. It is mainly a CPU-based feature that allows delivering processes and delivering efficiency for computing resources [13]. For running simultaneously of the programs, multi-threaded models have played a crucial role.…”

mentioning

confidence: 99%

“…There are mainly three types of multithreading models include one to one relationships, many-to-one relationships and many-to-many relationships. Among those, many-to-many models have played a significant role in this research paper and it has helped to develop shortcomings for the many-to-one and one-to-one models [13]. There are four major advantages of advanced Java those are included process simplification, imaging and network-centric aspects.…”

mentioning

confidence: 99%

See 1 more Smart Citation

Multi-Threaded Data Communication in Java for Advanced Computing Environments

Wang,

Yang

2023

SCPE

View full text Add to dashboard Cite

The performance of operating systems like computers requires the proper functioning of the computer language interpreter. This interpreter follows various types of programming languages that make the performing of computer programming easy and effective. The application of the programming language of Java helps in processing multiple tasks at once. This research analyzes the novelty of Java-based data communication models in advanced computing services. This performance makes the saving of the resources used for the development of the programming language. All these development includes the performing of the multiple threads communication data processing. These multiple threads help distribute the single processed input in the multi-channel language processing, thus helping the work competition in time. It also reduces the cost of maintaining the programming languages reduced. Thus, the implementing cost of resources required for programming performance is reduced. Therefore, this implementation impacts the programmer to become more indented to use the language transformation process of Java. Moreover, it creates a more effective representation of the audio or visual content represented by a multi-tasking operating system. In this process of development in the language transformation of the operating system, the ability of the operating system for data processing improves. The systematic process of this language transformation helps in systematically transforming multiple programs at once.

show abstract

How to Improve the IoT Security Implementing IDS/IPS Tool using Raspberry Pi 3B+

Cited by 9 publications

References 4 publications

Raspberry Pi-based Intelligent Cyber Defense Systems for SMEs and Smart-homes: An Exploratory Study

Raspberry Pi-based Intelligent Cyber Defense Systems for SMEs and Smart-homes: An Exploratory Study

Rasefiberry: Secure and efficient Raspberry-Pi based gateway for smarthome IoT architecture

Multi-Threaded Data Communication in Java for Advanced Computing Environments

Contact Info

Product

Resources

About