FL-DSFA: Securing RPL-Based IoT Networks against Selective Forwarding Attacks Using Federated Learning.

The Internet of Things (IoT) is a significant technological advancement that allows for seamless device integration and data flow. The development of the IoT has led to the emergence of several solutions in various sectors. However, rapid popularization also has its challenges, and one of the most serious challenges is the security of the IoT.

EPAD1 Orthologs Play a Conserved Role in Pollen Exine Patterning.

The pollen wall protects pollen during dispersal and is critical for pollination recognition. In the Poaceae family, the pollen exine stereostructure exhibits a high degree of conservation with similar patterns across species. However, there remains controversy regarding the conservation of key factors involved in its formation among various Poaceae species.

Melanoma identification and classification model based on fine-tuned convolutional neural network.

Background: Breakthroughs in skin cancer diagnostics have resulted from recent image recognition and Artificial Intelligence (AI) technology advancements. There has been growing recognition that skin cancer can be lethal to humans. For instance, melanoma is the most unpredictable and terrible form of skin cancer.

"I would prefer to be dead than to live this way": Lived experiences of stigma and discrimination against khwaja sira in Swat, Pakistan.

Due to their identification as third gender people, have historically been subjected to experiences of social marginalization. However, the extant literature has not fully explored the lived experiences of stigma and discrimination against khwaja sira in the Swat Valley of Khyber Pakhtunkhwa, Pakistan. To address this gap, we conducted 45 interviews with khwaja sira in Mingora, Swat, Khyber Pakhtunkhwa to better understand their experiences of gender-nonconformity stigma and discrimination in various social contexts, including within their families, in accessing health care, and within education and work contexts.