Browsing Research Articles (Computer Science) by Author "Singh, Avinash"

Browsing Research Articles (Computer Science) by Author "Singh, Avinash"

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  • Digital forensic readiness framework for ransomware investigation 
    Singh, Avinash; Ikuesan, Adeyemi Richard; Venter, H.S. (Hein) (Springer, 2019)
    Over the years there has been a significant increase in the exploitation of the security vulnerabilities of Windows operating systems, the most severe threat being malicious software (malware). Ransomware, a variant of ...
  • The effect of deep learning methods on deepfake audio detection for digital investigation 
    Mcuba, Mvelo; Singh, Avinash; Ikuesan, Richard Adeyemi; Venter, H.S. (Hein) (Elsevier, 2023)
    Voice cloning methods have been used in a range of ways, from customized speech interfaces for marketing to video games. Current voice cloning systems are smart enough to learn speech characteristics from a few samples and ...
  • MalFe—malware feature engineering generation platform 
    Singh, Avinash; Ikuesan, Richard Adeyemi; Venter, H.S. (Hein) (MDPI, 2023-10-08)
    The growing sophistication of malware has resulted in diverse challenges, especially among security researchers who are expected to develop mechanisms to thwart these malicious attacks. While security researchers have ...
  • Understanding issues and challenges of DFR implementation in SDN platform 
    Munkhondya, Howard; Ikuesan, Richard Adeyemi; Singh, Avinash; Venter, H.S. (Hein) (Elsevier, 2023)
    Software-Defined Networking (SDN) is an evolutionary networking paradigm that offers simplified and agile network configuration and management capabilities. However, embracing this new and futuristic paradigm requires the ...
  • Windows registry harnesser for incident response and digital forensic analysis 
    Singh, Avinash; Venter, H.S. (Hein); Ikuesan, Adeyemi Richard (Taylor and Francis, 2020)
    The extraction of digital evidence from storage media is a growing concern in digital forensics, due to the time and space complexity in acquiring, preserving and analysing digital evidence. Microsoft Windows Registry is ...