Soukaena H. Hashim

Soukaena H. Hashim

Computer Sciences Department

Assistant Professor Dr.

عنوان البريد الإلكتروني هذا محمي من روبوتات السبام. يجب عليك تفعيل الجافاسكربت لرؤيته.

1. 2000-2002: (Postgraduate Master Student) Researcher In Laborites' Of Al-Rafidian College University And University Of Technology.
2. 2002-2004: (Postgraduate PhD Student) Assist-Lecture In Al-Turath College University.
3. 2004-2006: (Postgraduate PhD Student) Assist-Lecture In Al-Rafidian College University.
4. 2006-2009: (Doctor in Computer Science) Lecturer in Computer Sciences Department / University Of Technology.
5. 2009-Until Now: (Assistant Professor Doctor in Computer Science) Lecturer in Computer Sciences Department / University Of Technology.

Google Scholar Profile

BSc 2000: in Computer Sciences/ Computer Sciences Department/ University of Technology.
MSc 2002: in Computer Sciences/ Computer Sciences Department/ University of Technology. “Design A Protection System For An Internet Site". Supervisor: Prof. Dr. Ala'a Hussian Al-Hamami
PhD 2006: in Computer Sciences/ Computer Sciences Department/ University of Technology. “Modification to Improve Mobile Commerce Security”. Supervisor: Prof. Dr. Hillal Hadi Saleh & Scientific Consulter References: Prof. Dr. Ala'a Hussian Al-Hamami
Assistant Prof. 2009: Upgraded To Assistance Professor in 15-10-2009 until now.

Data and network security
Data mining

“Selecting Controllers For Networking Environment “ , Prof. Dr. Ala’a Al_Hamami And Soukaena Hassan, Journal Of Al-Rafidian No. 14, 2003.
tegies And Policy For Firewalls Protection Systems”, Prof. Dr. Ala’a Al_Hamami And Soukaena Hassan, Journal Of Technology No. 5, Vol. 22, 2003.
oposed Firewall Security Methods Against Different Types Of Attacks”, Prof. Dr. Ala’a Al_Hamami and Soukaena Hassan, Journal Of Technology, 2004.
oposed Configuration For The Screened Subnet Firewall Architecture”, Prof. Dr. Ala’a Al_Hamami And Soukaena Hassan, 2nd International Conference For Computers And Informatics, 2003.
estion For Improving The M-Commerce Security”, Prof. Dr. Ala’a Al_Hamami, Prof. Dr. Hillal Hadi Saleh And Soukaena Hassan, The 2006 International Conference On E-Learning, E-Bussiness, Enterprise Information System, E-Government. (Eee ’06: June 26-29, 2006, Lasvegas, Usa).
g E-Mobile Proxy For Improvement Of E-Commerce On The Web”, Prof. Dr. Ala’a Al_Hamami, Prof. Dr. Hillal Hadi Saleh And Soukaena Hassan, First National Technology Symposium (Nits 2006), King Saud University, Kingdom Of Arabian Saudi, 5-7 February, 2006.
ping Information Using Unused Bits In The Internet Packets By Secure Sign”, Prof. Dr. Ala’a Al_Hamami And Soukaena Hassan, 2nd International Conference On Information And Communication Technology. 5 And 6 December, 2004, (Icict 2004, Egypt In Cairo).
ding Immune Web against Steganographic Image", Dr. Soukaena Hassan And Dr. Mohammad Al-Hamami, The 3rd International Conference On Information And Communication Technology (Icict2005), Cairo, Egypt, December 2005.
oving Performance and Random Signature Schemes In Twofish Cryptosystem", Dr. Soukaena Hassan And Dr. Mohammad Al-Hamami, Magazine Of Al- Rafidain University College For Science, No. 16, 2005. Baghdad, Iraq.
"A Proposed Modifications To Improve The Performance Of Blowfish Cryptography Algorithm", Dr. Soukaena Hassan And Dr. Mohammad Al-Hamami, First National Information Technology Symposium (Nits 2006) , Bridging The Digital Divide: Challenge And Solutions, King Saud University, Riyadh, Kingdom Of Saudi Arabia, 5-7 Feb 2006.
“A Proposed Multi-Agent System For Intrusion Detection System In A Complex Network”, Prof. Dr. Ala’a Al_Hamami And Dr. Soukaena Hassan, Ictta ’06.
"Adding New Level In Kdd To Make The Web Using Mining More Efficient", Dr. Soukaena Hassan And Dr. Mohammad Al-Hamami, First National Information Technology Symposium (Nits 2006) Bridging The Digital Divide: Challenge And Solutions, King Saud University, Riyadh, Kingdom Of Saudi Arabia, 5-7 Feb 2006.
“A Proposed Firewall For Viruses”, Prof. Dr. Hilal Mohammad Yousif, Dr. Mohammad Ala’a Al_Hamami And Dr. Soukaena Hassan, Journal Of Al_Rafidian, No. 20, 2006.
“Applying Data Mining Techniques In Intrusion Detection System On Web And Analysis Of Web Usage”, Prof. Dr. Ala’a Al_Hamami, Dr. Mohammad Ala’a Al_Hamami And Dr. Soukaena Hassan, Information Technology Journal 5 (1), 2006, Issn:1812-5638, Asian Network For Scientific Information.
“Extending The Ability Of Mobile Devices To Use Wavelet-Based Watermarking And Steganography Applications”, Prof. Dr. Ala’a Al_Hamami, Dr. Mohammad Ala’a Al_Hamami And Dr. Soukaena Hassan, 2nd Jorn International Conference On Computer Science And Engineering (Jiccse 2006), 5-7 December, 2006.
“Using Data Mining Technique (Mafia) On Suggested Stego Database For Improving Staganography Usage”. Hilal M. Yousif Al-Bayatti1, Soukaena H. Hashem2, Mohammad A. Mohammad3, Worldcomp’08 July 14-17, 2008 Monte Carlo Resort Las Vegas Nevada, Usa.
“A Proposed Strategy For Segmenting The Video Clips Into Shots And Selecting The Master Frame”, Dr. Soukaena Hassan Hashem, Al_Mustansiriya J. Sci, Vol. 19, No. 1, 2008.
“Propose And Implement Firewall Strategy Using Multi Agent System”, Dr. Soukaena Hassan Hashem, Al_Mustansiriya J. Sci, Vol. 19, No. 4, 2008.
“Proposed Strategy To Secure Web Usage“, Prof. Dr. Hilal Hadi Saleh And Dr. Soukaena Hassan Hashem, Journal Of Al_Rafidian, No. 22, 2008.
“Privacy Preserving For Data Mining Applications”, Prof. Dr. Ala’a Al_Hamami And Dr. Soukaena Hassan Hashem, Engineering And Technology Journal, Issn 1681-6900, No.5, Vol.26, 2088.
“Applying Data Mining Techniques To Discover Methods That Used For Hiding Messages Inside Images”, Dr. Mohammad Ala’a Al_Hamami And Dr. Soukaena Hassan, Iraqi Association Of Information Technology, 2008.
“A New Technique To Strength The Immunity Of Stego-Image Against The Stego-Analysis Methods”, Dr. Mohammad Ala’a Al_Hamami And Dr. Soukaena Hassan, Iraqi Association Of Information Technology, 2008
“ Suggestion To Extract Association Rules With Multi Dimensional Database”, Prof. Dr. Hilal Hadi Saleh , Dr. Soukaena Hassan Hashem, Shaima Akram, Al-Taqani, Issn 1818-653x, Vol. 23, No. 1, 2010.
“Suggestions To Improve The Efficiency Of Association Rules Techniques In Data Mining”, Prof. Dr. Hilal Hadi Saleh , Dr. Soukaena Hassan Hashem, Shaima Akram, Al-Taqani, Issn 1818-653x, Vol. 23, No. 4, 2010,
"An Approach For Facilating Knowledge Data Warehouse", International Journal Of Soft Computing Application (Ijsca), Eurojournals Publishing, Inc, Vol. 4,January, 2009
"A Proposed Technique For Medical Diagnosis Using Data Mining", Fourth International Conference On Intelligent Computing And Information System (Icicis 2009), Cairo, Egypt , March 19-22, 2009.
“Using Data Mining Confidence And Support For Privacy Preserving Secure Database”, Journal Of Statistical Sciences, Volume 1, No. 1, Issued By Arab Institute For Training And Research In Statistics, July –December 2009.
“Applying Packets Meta Data For Web Usage Mining”, Prof. Dr. Alaa H. Al-Hamami, Dr. Mohammad A. Al-Hamami And Dr. Soukaena H. Hashem, Isiict 2009, Third International Symposium On Innovation In Information & Communication Technology, 15 - 17 December, 2009, Philadelphia University, Amman, Jordan, Http://Www.Philadelphia.Edu.Jo/Isiict2009
“Proposed Framework For Medical Image Processing”, Assist. Prof. Dr. Soukaena Hassan Hasheem,
“A Strategy To Compromise Handwritten Documents Processing And Retrieving Using Association Rules Mining”, Ubiquitous Computing And Communication Journal (Issn 1992-8424), Ubicc Journal, Volume 6: Issue 3, 15/6/2011. Http://Www.Ubicc.Org/Journal_Detail.Aspx?Id=48
“A Proposed Modified Data Encryption Standard Algorithm By Using Fusing Data Technique”, World Of Computer Science And Information Technology Journal (Wcsit) Issn: 2221-0741 Vol. 1, No. 3, 88-91, 2011. 88-91, 2011, Http://Pub.Wcsit.Org/1.3.2011.88.91.
“Developing A Block-Cipher-Key Generator Using Philosophy Of Data Fusion Technique”, Journal Of Emerging Trends In Computing And Information Sciences, Volume 2 No.5, May 2011 Issn 2079-8407, Http://Www.Cisjournal.Org/Archive_May_2011.Aspx.
“An Association Rules Analysis To Enhance Solving The Congestion Problem”, Journal Of Emerging Trends In Computing And Information Sciences , Volume 2 No.7, July 2011 Issn 2079-8407
“Optimal Cell Towers Distribution By Using Spatial Mining And Geographic Information System”, World Of Computer Science And Information Technology Journal (Wcsit) Issn: 2221-0741 Vol. 1, No. 2, 44-48, 2011
“A Novel Approach For Mining Spatial Data Types Database", Prof. Dr. Ala’a H. Al-Hamami And Dr. Soukaena Hassan Hashem, Dr. Mazin Al-Hakeem , مجلة كلية بغداد للعلوم الاقتصادية جامعة بغداد, العدد31, 2012
" Approach For Retrieving Video Clips", Prof. Dr. Ala’a H. Al-Hamami And Dr. Soukaena Hassan Hashem, Dr. Mazin Al-Hakeem , Engineering And Technology Journal, Issn 1681-6900, No. 11, Vol. 30, 2012.
“Efficiency Of Svm And Pca To Enhance Intrusion Detection System”, Dr. Soukaena Hassan Hashem, Journal Of Asian Scientific Research, 2013, 3(4):381-395.
“Proposal To Enhance Antnet Routing Algorithm By Exploiting Association Rules As Analysis Tool”, Soukaena Hassan Hasheem, Ijcsi International Journal Of Computer Science Issues, Vol. 10, Issue 2, No 2, March 2013, Issn (Print): 1694-0814 | Issn (Online): 1694-0784, Www.Ijcsi.Org.
“A Proposal To Detect Computer Worms (Malicious Codes) Using Data Mining Classification Algorithms”, Dr.Soukaena Hassan Hashim, Inas Ali Abdulmunem, Eng. &Tech. Journal .Vol31,Part (B), No. 2, 2013.
“Proposal To Enhance Network Routing By Using Ant Colony Optimization”, Dr. Soukaena Hassan Hasheem And Duha Mustafa Saleh, Eng. &Tech. Journal. Vol. 31, Part (B), No. 6, 2013.
“Proposal To Enhance Fingerprint Recognition System”, Soukaena H. Hashem, Abeer T. Maolod, Anmar A. Mohammad, International Journal Of Computer Engineering And Technology (Ijcet), Issn 0976-6367(Print), Issn 0976 – 6375(Online) Volume 4, Issue 3, May – June (2013), © Iaeme.
“Enhance Network Intrusion Detection System Using Bee Algorithm”, Dr. Soukaena H. Hashem, Shatha Habeeb And Besmah Mohammed Khalil , مجلة مدينة العلم, المجلد (5) و العدد (1) لعام 2013.
“A Proposal To Enhance Wireless Communication By Using Mimo Technology”, Dr. Soukaena H. Hashem And Hassan Hadi Saleh, مجلة جامعة ديالى , المجلد العدد.
“A Proposal To Effective Long Itemstes Association Rule Mining Liarm (Applied On Proposed Stego-Images Dataset)”, Soukaena H. Hashem, Alia K. Abdulhassan And Hala B. Abdulwhab, International Journal Of Scientific Research. Volume : 2 | Issue : 9 | September 2013 • Issn No 2277 – 8179.
“Proposal To Wnids Wireless Network Intrusion Detection System”, Saad K. Majeed, Soukaena H. Hashem And Ikhlas K. Gbashi, Ijsr - International Journal Of Scientific Research Volume : 2 | Issue : 10 | October 2013 • Issn No 2277 – 8179.
“ Propose Hmnids Hybrid Multilevel Network Intrusion Detection System”, Saad K. Majeed, Soukaena H. Hashem And Ikhlas K. Gbashi, Ijcsi International Journal Of Computer Science Issues, Vol. 10, Issue 5, No 2, September 2013, Issn (Print): 1694-0814 | Issn (Online): 1694-0784, Www.Ijcsi.Org
“ Propose Data Mining Ar-Ga Model To Advance Crime Analysis”, Emad K. Jabar, Soukaena H. Hashem And Enas M. Hussein, Iosr Journal Of Computer Engineering (Iosr-Jce) E-Issn: 2278-0661, P- Issn: 2278-8727volume 14, Issue 5 (Sep. - Oct. 2013), Pp 38-45 Www.Iosrjournals.Org.
“Proposal To Enhance Ara Using Congestion Control And Simulating Annealing”, Soukaena H. Hashem And Eelaf Zuhair, International Journal Of Computational Intelligence Techniques , Issn: 0976-0466 & E-Issn: 0976-0474, Volume 4, Issue 1, 2013, Pp.-122-126. Available Online At Http://Www.Bioinfopublication.Org/Jouarchive.Php?Opt=&Jouid=Bpj0000221
“Enhance Criminal Investigation By Proposed Fingerprint Recognition System”, Soukaena H. Hashem, Abeer T. Maolod, Anmar A. Mohammad, Madinat Alelem Journal Vol. 7, No. 1, 2014.
“Propose Integrated Wire/Wireless Network Intrusion Detection System”, Soukaena Hassan Hashem, Ijccce Vol. X, No. Y, 2014.
“Advance Acs Using Chaos Searching Technique (Case Study: Acs-Based Network Routing Algorithms)”, Soukaena Hassan Hashem, Khrbala University Journal Vol. , No. , 2014.
“A Sketch Based Image Retrieval: A Review of Literature”, Huda Abdulaali Abdulbaqi, Ghazali Sulong And Soukaena Hassan Hashem, Journal Of Theoretical And Applied Information Technology, 10th May 2014. Vol. 63 No.1.
“Design And Implement Proposed Crime Analysis Using Modified Association Rule”, Emad K. Jabar, Soukaena H. Hashem And Enas Mohammad, Iraqi Association Of Information Technology, 2015.
“Propose Data Mining System to Advance E-Learning Over Online Social Network (Facebook)”, Soukaena Hassan Hashem and Saraa Moafq Saleh, Eng. &Tech. Journal. Vol. , Part (B), No. , 2015.
“Propose Hybrid Knn-Id3 For Diabetes Diagnosis System”, Soukaena Hassan Hashem And Ahlam Rishid, International Journal Of Scientific And Engineering Research (Ijser), 2014.
“Propose Hybrid Knn-(Tnb/Mnb) For Diabetes Diagnosis System”, Soukaena Hassan Hashem And Ahlam Rishid, International Journal Of Scientific And Engineering Research (Ijser), 2014.
"Proposal to Enhance NIDS", soukaena Hassan hashem, Khrbala University Journal Vol. , No. , 2015.
"A Proposal to Modulate ACS (Case study: Clustering Ionosphere database using FCM)", soukaena Hassan hashem, Khrbala University Journal Vol. , No. , 2015.
"Enhance SHA-1 for building secure system to transfer voice file", soukaena Hassan hashem, Al_Mustansiriya Journal Sciences, Vol. , No. , 2016.
"Proposed Modifications on RC4 Algorithm by increasing randomization", soukaena Hassan hashem and ayman bashar, journal Of Al- Rafidain University College for Science, No. , 2017. Baghdad, Iraq.
"Propose Hybrid ACO and NB to Enhance Spam Filtering System", soukaena Hassan hashem and huda adel, Eng. &Tech. Journal, Vol.34,Part (B), No.2,2016.
"Strength Naïve Bayesian Spam Filtering Using IG and ACS", soukaena Hassan hashem and huda adel, المجلة العراقية للعلوم / مقبول للنشر / جامعه بغداد
"Gabor-based Fingerprint Authentication For Anti-phishing System", soukaena Hassan hashem, rehab fleih and raja khdim, Eng. &Tech.Journal, Eng. &Tech. Journal, Vol.34,Part (B), No.2,2016.
"Propose Hybrid Fingerprint, Image Fusion and Visual Cryptography Techniques for Anti-Phishing", soukaena Hassan hashem, rehab fleih and raja khdim, journal Of Al- Rafidain University College for Science, No. , 2017. Baghdad, Iraq.
"Propose Image Captcha System", soukaena Hassan hashem, rehab fleih and rajaa khdim, Al-Mansour Journal/ Issue (26) 2016.
"Image Fusion-based Fingerprint Authentication System", soukaena Hassan hashem, rehab fleih and raja khdim, Khrbala University Journal Vol. , No. , 2017.
"Web page retrieval by using proposed focus crawler", Journal of Al-Nahrain University Vol.19 (2), June, 2016, pp.154-164
"Sustainable Development: Proposing Cloud Computing Framework for Higher Education Ministry (HEM) in Iraq", Amman Arab University, International Computer Sciences and Informatics Conference, (ICSIC 2016), January 12-13, 2016, Amman, Jordan.
"Review Study among Traditional LSB, Proposed Modified LSB and DWT Steganography Algorithm", Soukaena H. Hashem and Eman Taleb Zghaer, Al-Mansour Journal/ Issue ( 26 ), 2016.
"Proposed Ant Colony Optimization (ACO) for Steganography", Soukaena H. Hashem and Eman Taleb Zghaer , Eng. &Tech. Journal, Vol. ,Part (B), No. , 2017.
"Denial of Service Intrusion Detection System (NIDS) Based on Naïve Bayes Classifier using NSL KDD and KDD Cup 99 Datasets", Soukaena H. hashem and Hafsa Adil,
"Network Intrusion Detection System (NIDS) in Cloud Environment based on Hidden Naïve Bayes Multiclass Classifier", Soukaena H. hashem and Hafsa Adil,
"Propose NB/HNB Classifiers to Build NIDS in Cloud Network", Soukaena H. hashem and Hafsa Adil, Eng. &Tech. Journal, Vol. , Part (B), No. , 2017.
"Proposed Network Intrusion Detection System Based on Fuzzy c Mean Algorithm in Cloud Computing Environment", Soukaena Hassan Hashim and shawq malik mehibs,
"Proposed Network intrusion detection system in cloud environment based on back propagation neural network", Soukaena Hassan Hashim and shawq malik mehibs,