Education
Jun, 2019
Master in electrical and electronic engineering (computer science)

Computer Engineering

Siirt university

Oct, 2003
Bachelor in Engineering Technical College

Computer Engineering

Northern Technical University/Mosul

Professional Experience
Aug, 2015 - Apr, 2020
Bardarash Technical Institute

Bardarash

Bardarash

Teaching in laboratories, When I was at the bank, too, I was an external lecturer for three years in the Bardarash Technical Institute

Apr, 2013 - Apr, 2017
Tarinnet company

Bardarash

Bardarash

installation and maintenance of the networks /Evening shift

May, 2009 - Aug, 2015
Bardarash Bank

Bardarash

Bardarash

computer engineer

Sep, 2007 - May, 2009
Health Directorate in Bardarash

Bardarash

next to khilake village

computer engineer

Jan, 2007 - Apr, 2020
Computers maintenance office(kanilan computer)

Bardarash

next to the general football stadium in bardarash

Selling and buying computers and spare parts, as well as maintenance of laptops and desktops for both the hardware and software

Sep, 2005 - Sep, 2007
Health Directorate in akre

akre

next to golan hospital

computer engineer

Feb, 2005 - Sep, 2005
Ministry of Finance/Directorate of supply

Erbil

next to Franso Hariri Stadium

computer engineer

May, 2004 - Jun, 2006
Computers maintenance office (afnan office)

mosul

next to the Mosul university

Buying and selling computers and spare parts as well as maintenance in both the hardware and software fields.

Skills
computer skills:

Microsoft Office, internet, and Computers maintenance.

computer networks:

installation and maintenance

Interest
computer maintenance:

Much interest in the maintenance of computers, whether laptop or desktop computers in both the hardware and software fields

computer networks:

much interest in the computer networks in both the hardware and software fields as well as network maintenance

security fields:

much interest in the steganalysis (data hidden detection) whether in image or audio or video

Internet of things:

much interest in the internet of things because in the future everything's be internet(without internet no continuous in life)

logic design:

Much interest in the Numerical systems, the logic gates, decoder encoder, and a counters

Membership
Apr, 2005 - Apr, 2020
Kurdistan Engineers union

Certified Engineer

Erbil

Publication Journal
Mar, 2019
Image Steganalysis in Frequency Domain Using Co-Occurrence Matrix and Bpnn

Science Journal of University of Zakho (Issue: 1) (Volume: 7)

In the last two decades, steganalysis has become a fertile research area to minimize the security risks left behind by the Misuse of data concealment in digital computer files. As the propagation of hidden writing increased, the need for the steganalysis emerged and grew to a large extent necessary to deter illicit secret communications. This paper introduces a steganalysis system to detect hidden information in images through using co-occurrence matrix, frequency domain transform, the first three moments, and backpropagation neural network (BPNN). Four varieties of the system implemented. Firstly, the co-occurrence matrix calculated for the input image, which suspected to be a carrier of hidden secret information. Second, three levels of discrete wavelet transform (DWT) are applied resulting in 12 subbands. Then, those subbands along with the original image are transformed by discrete Fourier transform (DFT) or discrete cosine transform (DCT) to produce 13 subbands. After that, the first three moments are calculated resulting feature vector with 39 features. Finally, BPNN is used as a classifier to determine whether the image is containing hidden information or not. The system is tested with and without a co-occurrence matrix, each of them once using DFT and another time using DCT. The results have shown that using the co-occurrence matrix with DFT has the highest performance, which was 81.82% on the Hiding Ratio of 0.5 bit per pixel. This work demonstrates a good effect comparing to previous works.

Conference
Jun, 2019 - Jun, 2019
INTERNATIONAL SYMPOSIUM ON ADVANCED SCIENCE AND ENGINEERING

Turkey, Siirt University As Guest

Comparison between BPNN and RBNN in Frequency Domain Image Steganalysis using Co-Occurrence Matrix

Apr, 2019 - Apr, 2019
International Conference on Advanced Science and Engineering

Iraq, Duhok As Guest

IMAGE STEGANALYSIS IN FREQUENCY DOMAIN USING CO-OCCURRENCE MATRIX AND BPNN