Title	Severity based Automated Countermeasures Selection in SDNs
Author	Farhan Tariq and Shamim baig
Citation	Vol. 25  No. 5  pp. 113-118
Keywords	botnet, detection, mitigation, countermeasure, malware, Multiclass machine learning, NBA, SDN, TSDR, OpenFlow, Opendaylight, flows.

Title	SCNN: Siamese Convolutional Neural Network for Handwritten Signature Verification
Author	Maram A. Alharthi, Khloud K. Alghamdi, Samar O. Alosaimi and Manal A. Alghamdi
Citation	Vol. 25  No. 5  pp. 99-102
Keywords	Signature, Verification, CNN, Siamese network, image

Title	SCNN: Siamese Convolutional Neural Network for Handwritten Signature Verification
Author	Maram A. Alharthi, Khloud K. Alghamdi, Samar O. Alosaimi and Manal A. Alghamdi
Citation	Vol. 25  No. 5  pp. 99-102
Keywords	Signature, Verification, CNN, Siamese network, image

Title	Automated Penetration Testing to Enhance Security Decisions
Author	Haya ahmed AlAgil and Prof.Turki AlGamdi
Citation	Vol. 25  No. 5  pp. 91-98
Keywords	Penetration testing, vulnerability, ethical hacking.