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Proliferation of AI-driven Attacks Anticipated in 2024

Proliferation of AI-driven Attacks Anticipated in 2024
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United States , Eric Skinner , Greg Young , Trend Micro Incorporated , Generative Adversarial Networks Gans , Trend Micro , Prnewswire Trend Micro Incorporated , Attacks Anticipated , Micro Incorporated , Generative Adversarial Networks ,

"A generalized novel image forgery detection method using generative ad" by Preeti Sharma, Manoj Kumar et al.

GANs (Generative Adversarial Networks) are widely employed in many domains of science and technology. They have produced high-resolution, photo-realistic faces that appear real to the human eye. However, recognizing these images is becoming increasingly difficult. This study introduces a new GAN ensemble model that is intended to improve GAN training issues (Mode Collapse and Convergence) and generate knowledge from diverse input samples. The proposed model is built using multiple CNN discriminators architecture based on the voting ensemble technique. It utilizes a modified diversity loss function designed with the goal of minimizing the distance between the generated and original distributions. It is proven as a robust technique for forgery detection, achieving 98.31% accuracy values. One of the major findings of the study is that the novel method outperforms existing GAN models based on a small dataset of "Face Mask Lite"(193 Unmasked images), using quantifiable parameters ....

Gans Generative Adversarial Networks , Generative Adversarial Networks , Mode Collapse , Structural Similarity Index Metric , Total Computational Time , Deep Fakes , Deep Learning , Digital Forensics , Generative Adversarial Network , Image Vision ,

Educate Yourself: 6 AI Threats To Know About!! - IT News Africa | Business Technology, Telecoms and Startup News

Educate Yourself: 6 AI Threats To Know About!! - IT News Africa | Business Technology, Telecoms and Startup News
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South Africa , Generative Adversarial Networks , Anna Collard , Content Strategy , More Effective Attacks , Equation Theory , Manipulation Problem ,

You Can Generate AI Images in Real Time on Stable Diffusion's New Model

Stability AI has launched an artificial intelligence image generator that produces AI images in real-time as the user is typing a prompt. ....

Gans Generative Adversarial Networks , Stable Diffusion , Adversarial Diffusion Distillation , Generative Adversarial Networks ,