If you are receiving unwanted calls in Skype, you can change your call settings to only allow calls from your contacts to ring on your device:
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Select your profile picture .
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Select Settings .
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Select Calling .
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Toggle Only allow calls from contacts to ring on this device to On .
If someone who isn't in your contact list calls you, Skype will show a missed call from them.
Changing this setting does not apply to incoming voice messages or calls to your Skype Number. Anyone can still leave you a voice message. However, with your Skype Number you can set the option to Allow Skype to block unwanted calls .