WITHDRAWN: A hybrid algorithm design for near real time detection cyber attacks from compromised devices to enhance IoT security

Niraja, K.S.; Rao, S. Srinivasa

doi:10.1016/j.matpr.2021.01.751

Cited by 9 publications

(5 citation statements)

References 18 publications

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“…Instead of alerting the InfoSec community, it was believed that the U.S. National Security Assistance identified this vulnerability and mishandled the knowledge by creating legislation to exploit it, dubbed Eternal Blue. 10 Microsoft published SMB updates two months before the incident, yet the epidemic exposed and severely harmed patch less Computers. The business stated that the equipment only suffered minor damage.…”

Section: The Wannacry Outbreak Incidentmentioning

confidence: 99%

A comprehensive review study of cyber terrorism and novel developments in the current scenario

Sharma

2024

IJFMTS

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The widely held of global trade and industry, profitable, traditional, communal, and administrative connections and actions—those of people, governments, and political organizations—now take place accessible. In recent years, cyber-attacks and the dangers of wireless message tools have become challenges for numerous viable enterprises and constitutional organizations all over the world. In contemporary culture, electronic technology is widely employed. Therefore, safeguarding sensitive data from cyber-attacks is a challenging task. Cyber-attacks may also be employed to further military or political objectives. These are a few effects of data distribution services (DDS), computer viruses, knowledge gaps, and other attack vectors. Numerous businesses have a variety of defenses against cyber-attacks. In real time, cyber security keeps up with the most recent information technology developments. Researchers from all around the world have put forth several strategies up until recently to inhibit cyber-attacks or diminution the destruction they reason. Although certain systems are presently in custom, others are quiet being investigated. The objective of this study is to analyses and carefully analyses the regular developments prepared in the zone of cyber safety as well as appearance into the challenges, benefits, and detriments of the proposed solutions. Furthermore, recent advances in cyber security, security problems, and threats are explored.

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Section: The Wannacry Outbreak Incidentmentioning

confidence: 99%

A comprehensive review study of cyber terrorism and novel developments in the current scenario

Sharma

2024

IJFMTS

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“…Time-series data [43,44,45,46,47,48,49,50] Smart city [51,52,53,54] Monitoring machinery health [55,5] Robotics and manufacturing [56,57,58] Detection applications for IoT sensors [59,60] Other industrial or manufacturing [61,62,63,64] Surveillance and video [65,66,67] General-purpose frameworks [68,69,70] Network and communication frameworks [71,72,73,74] User security and privacy frameworks [75,76,77] Other frameworks [78,79] Network traffic in IoT [80,81,82] Device and infrastructure security [83,21,84,85,86,87] Data transport security [88,…”

Section: Application Category Referencementioning

confidence: 99%

“…The methods used in this application provide secure and uncompromised transit of application data through the network and identify malleable attacks such as man-in-the-middle and trojans. Niraja et al [88] propose an adaptive hybrid strategy for near-real-time detection of IoT cyberattacks to improve IoT security. It is based on the integration of deep AE and feature extraction.…”

Section: Security Application For Iot Data Transportmentioning

confidence: 99%

IoT anomaly detection methods and applications: A survey

2022

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“…With this paradigm, the internet becomes the platform of these communications [5]. Due to the development of Internet of Things (IoT) technology, versatile inventor Nikola Tesla's prediction of realizing a "global brain" comes true with interdisciplinary innovations [6]. These devices control and work as planned heavily depending on effective data communication protocols [7].…”

Section: Related Workmentioning

confidence: 99%

“…One of the biggest problems for IoT devices in terms of security is DDoS attacks. On larger systems, Botnets can be used to carry out such cyber attacks [6].…”

Section: Related Workmentioning

confidence: 99%

A Novel Approach to Prevention of Hello Flood Attack in IoT Using Machine Learning Algorithm

Gönen

Yılmaz

Karacayılmaz

et al. 2022

ECJSE

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With the developments in information technologies, every area of our lives, from shopping to education, from health to entertainment, has transitioned to the cyber environment, defined as the digital environment. In particular, the concept of the Internet of Things (IoT) has emerged in the process of spreading the internet and the idea of controlling and managing every device based on IP. The fact that IoT devices are interconnected with limited resources causes users to become vulnerable to internal and external attacks that threaten their security. In this study, a Flood attack, which is an important attack type against IoT networks, is discussed. Within the scope of the analysis of the study, first of all, the effect of the flood attack on the system has been examined. Subsequently, it has been focused on detecting the at-tack through the K-means algorithm, a machine learning algorithm. The analysis results have been shown that the attacking mote where the flood attack has been carried out has been successfully detected. In this way, similar flood attacks will be detected as soon as possible, and the system will be saved from the attack with the most damage and will be activated as soon as possible.

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WITHDRAWN: A hybrid algorithm design for near real time detection cyber attacks from compromised devices to enhance IoT security

Cited by 9 publications

References 18 publications

A comprehensive review study of cyber terrorism and novel developments in the current scenario

A comprehensive review study of cyber terrorism and novel developments in the current scenario

IoT anomaly detection methods and applications: A survey

A Novel Approach to Prevention of Hello Flood Attack in IoT Using Machine Learning Algorithm

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