I-MAD: Interpretable malware detector using Galaxy Transformer

Li, Miles Q.; Fung, Benjamin C. M.; Charland, Philippe; Ding, Steven H. H.

doi:10.1016/j.cose.2021.102371

Cited by 19 publications

(1 citation statement)

References 16 publications

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“…The practice of contaminating web applications with malevolent software is termed malware. In Recent Times, a massive number of malwares has been devised for attacking IoT systems [75,76] Control flow side-channel assessment [77], software integrity validation, malware detector [78], Security updates [79] (continued) Reverse Engineering All An attempt to analyze the firmware of IoT devices to reach sensitive data i.e., users' credentials [93] Self-destruction and Tamper proofing, IC/IP Obfuscation and encryption [94,95] (continued) Identity and access management, authentication, multi-factor authentication guidance, dynamic credentials [100] Brute-force attacks S4, S6 An active attack hinges on a trial-and-error strategy to obtain some data such as passwords, finance, identifiers. It employs automatic software to engender a massive amount of successive suppositions to decrypt the ciphertext [85,86] Locking out IP address, discovery tools, brute force site scanning tools [101] Data exposure attacks…”

Section: Allmentioning

confidence: 99%

Internet of Things Security Requirements, Threats, Attacks, and Countermeasures

Abdel‐Basset

Moustafa

Hawash

et al. 2021

Deep Learning Techniques for IoT Security and Privacy

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This chapter elaborates on different security aspects to be taken into accounts during the development and the deployments of IoT architecture. To make the reader about the security of the IoT based system, this chapter begins by defining the contemporary security requirements that should be considered to realize a reliable and trustworthy IoT environment. Then, the discussion extends to differentiate different concepts of IoT security i.e., threat, vulnerability, countermeasure, attacks, risks; and also explain how the concepts relate to each other. Later, a systematic taxonomy is presented for classifying IoT attacks according to IoT assets, where each class of IoT is further classified into more subcategories. Finally, the discussion of each elaborate different categories of IoT attack indicating their main security targets and possible IoT countermeasures.To sum up, this chapter intends to provide a comprehensive overview regarding IoT security vulnerabilities, threats, countermeasures, risks along with practices of handling them all through the following sections: • Security Requirements in Internet of Things • IoT threats, Attacks, vulnerabilities, and risks • Today's IoT attacks and Countermeasures • IoT attack surfaces • Summary and Learnt Lessons.

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