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Deep learning model for the detection of universal plug and play (UPNP) based attacks in UPNP devices
(Makerere University, 2021-02)
The Universal Plug and Play (UPnP) protocol is used by several devices to discover and advertise services to other devices in order to establish connections for data sharing transparently. Its simplicity and zero-configuration ...
Automated intestinal parasite detection in stool samples using custom convolutional neural networks
(Makerere University, 2022-03-10)
Intestinal parasitic infections can cause serious health problems with relatively high infections in the developing world. Microscopy of stool remains the gold standard method for the diagnosis of intestinal parasites. ...
Anomaly intrusion detection using deep learning
(Makerere University, 2022-02)
As computer networks grow due to massive usage, also network attackers are exploring sophisticated ways to exploit the networks hence causing huge damages and loses. Efforts to eradicate network intrusions are always in ...
Topic classification for radio monitoring using deep neural networks
(Makerere University, 2023)
In rural communities in Uganda, radio is the main medium of public communication and information exchange. Radio is characterised by talk shows and phone-ins in which people at the grassroots level voice their opinions. ...