Generative adversarial networks and diffusion models now synthesise faces that observers cannot separate from photographs, and the same tools manipulate identities in circulating media. Detectors that read only the visible appearance of an image inherit the weakness they are meant to expose, because modern generators a...
Kunal G. Srinivas· Natural Resources for Human...· 0 citations
An Intelligent Fuzzy Graph-Based Framework is proposed that integrates fuzzy reasoning with graph-based network modelling to enhance network threat detection, cyber risk assessment, and adaptive mitigation in dynamic and large-scale network environments and substantially reduces false positive and false negative predic...
S. al, Ravi Kumar D, B. Hemalatha et al.· International journal of com...· 1 citation
The proposed framework was able to continuously retrieve diverse operational data from the railway signaling systems, smart port automation equipment, industrial control systems, IoT sensors, surveillance systems, communication networks, and logistics databases for real-time security analysis and shows the ability to d...
A. S. Anshad, Kunal G. Srinivas, Sahana S. Kumar et al.· International journal of com...· 0 citations
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