B.Pishgoo

Artificial Intelligence Researcher
Associate Professor at KNToosi university of technology

Research Interest

Machine Learning

Big Data

Data Stream Learning

Intelligent Search Engines

Smart Card Operating System

Statistical Pattern Recognition

Anomaly Detection

Evolutionary Computation

“Sometimes it is the people who no one imagines anything of who do the things that no one can imagine.”

― Alan Turing

What I do?

Here are some of my expertise

Big Data

Software Engineering

Computer Systems Security

Data Stream Learning

Anomaly Detection

Smart Card Operating System

“Study hard what interests you the most in the most undisciplined, irreverent and original manner possible.”

― Richard Feynman

Education

Education

PhD of Computer Engineering (from 2013 to 2022)

Computer engineering field - artificial intelligence and robotics Faculty of Computer Engineering, Iran University of Science and Technology, Tehran, Iran

Thesis title: Presenting a hybrid method for hand-flow data processing
Dissertation defense grade: Excellent

Papers

Journal Papers

R. Azmi, B. Pishgoo , N. Norozi , M. Kohzadi , F. Baesi, "A hybrid GA and SA algorithms for feature selection in recognition of hand-printed Farsi characters", 2010 IEEE international conference on intelligent computing and intelligent systems (ICIS 2010), Xiamen, China , pp. 384-387, (2010).

B. Pishgo, A. Akbari Azirani, "Improving detection of botnet anomalies in the Internet of Things field, based on dynamic feature selection and hybrid processing", Iranian Electrical Engineering and Computer Engineering Journal, year 20, number 2, summer 1401.

R. Azmi, B. Pishgoo, H. Nemati, "SHADuDT: Secure Hypervisor-based Anomaly Detection based on Danger Theory", Elsevier Computer & Security Journal, 39 (2013), pp. 268-288, (2013), (JCR Journal, Q1, IF = 5.105)

R. Azmi, B. Pishgoo, R. Salkhi, F. Soltani-nejad, "STLR: a Novel Danger Theory Based Structural TLR Algorithm", ISC International Journal of Information Security (ISeCure), Vol. 5(2), pp. 94-110, (2013), (ISC Journal).

R. Azmi, B. Pishgoo, N. Norozi, S. Yeganeh, "Ensemble Semi-supervised Framework for Brain MRIs Tissue Segmentation", Journal of Medical Signals and Sensors, Vol. 3(2), (2013), pp. 94-106, (ISC Journal).

N. Heidari, R. Azmi, B. Pishgoo, "Fabric Textile Defect Detection, By Selecting A Suitable Subset Of Wavelet Coefficients, Through Genetic Algorithm", International Journal of Image Processing (IJIP), Vol. 5(1), pp. 701-710, (2011).

M.R. Jenabzadeh, R. Azmi, B. Pishgoo, S.S. Shirazi, "Two Methods for Recognition of Hand Written Farsi Characters", International Journal of Image Processing (IJIP), Vol. 5(4), pp. 512-520, (2011).

Conference Papers

B. Pishgo, A. Akbari Azirani, Bijan Rahmi, "Diagnosis of botnet anomalies in Internet of Things domain based on the combination of hands-on and streaming learning methods", 25th Annual National Conference of Iran Computer Association, Iran University of Science and Technology, December 2018

S. Mehraban, B. Pishgo, A. Akbari Azirani, "Flexible clustering based on the density of huge network data", Big Data Conference, pages 147 to 160, Communication and Information Technology Research Institute (Iran Telecommunication Research Center), December 2013.

R. Azmi, B. Pishgo, H. Nemati, "Observer-based intrusion detection based on the approach of artificial security systems", 8th International Conference of Iranian Cryptography Association, pages 147 to 153, Ferdowsi University, Mashhad, Iran, 14 and 15 September 2018.

S. Behrozinia, R. Azmi, M. Keyvanpour, B. Pishgoo, "Biological Inspired Anomaly Detection Based on Danger Theory", 5th Conference on Information and knowledge Technology (IKT2013), Shiraz, Iran, pp. 102-106 (2013).

F. Soltani Nejad, R. Salkhi, R. Azmi, B. Pishgoo, "Structural TLR Algorithm for Anomaly Detection Based on Danger Theory", 9th International Iranian ISC conference on information security and cryptology, Tabriz, Iran, pp. 156-161, (2012).

N. Afzali, R. Azmi, B. Pishgoo, "Radius Regularization using Learning Automata for Spherical Intelligent Anomaly Detectors", 5th international conference on information security and cryptology (ISCTurkey), Ankara, Turkey, pp. 23-27, (2012).

N. Afzali, R. Azmi, B. Pishgoo, "A new clonal selection algorithm based on Radius Regularization of Anomaly Detectors", 16th CSI international symposium on Artificial intelligence and signal processing (AISP2012), Shiraz, Iran, pp. 497-502, (2012).

N. Afzali, R. Azmi, B. Pishgoo, "Hybrid Approach for Radius Regularization of Anomaly Detectors using Learning Automata and Simulated Annealing", 4th Conference on Information and knowledge Technology (IKT2012), Babol, Iran, pp. 577-582, (2012).

R. Azmi, G. Marin, B. Pishgoo, "Operating System Formal Framework for Attack Graph Creation", 3rd World Conference on Information Technology, Antalya, Turkey, (2012).

R. Azmi, B. Pishgoo and H. Nemati "Host Based Anomaly Detection Using a Combination of Artificial Immune Systems and Hypervisor Technology", 3rd World Conference on Information Technology, Turkey, (2012).

R. Azmi, B. Pishgoo, N. Norozi, "Ensemble Framework for Semi-Supervised Learning", 3rd World Conference on Information Technology, Turkey, (2012).

B. Pishgoo, N. Riahi, "Two Level Feature Selection for Vowel Recognition Enhancement", 3rd World Conference on Information Technology, Turkey, (2012).

R. Azmi, B. Pishgoo, N. Norouzi, M. Kivanpour, "Presenting an integrative framework in semi-supervised learning", 16th Annual National Conference of Iran Computer Association, pages 667-672, Sharif University of Technology, Tehran, Iran, 8-10 March 2011.

B. Peshgo, N. Riahi, "Presenting a two-level feature selection method, in order to increase the speed and improve the accuracy in speech vowel recognition", 16th Annual National Conference of the Iranian Computer Association, pages 602 to 607, Sharif University of Technology, Tehran, Iran. 8 to 10 March 2011

Reza Azmi, Bushra Pishgo, Zahra Rifat Panah, Masoumeh Raji, "Providing a new key management system with group support and metadata separation, for a secure file system", National Conference on Information and Communication Security, pages 197 to 204, Khuzestan Academic Jihad, Ahvaz, Iran, December 1 and 2, 2010.

Narges Heydari, Reza Azmi, Bushra Pishgo, "Determination of fabric texture error, using selection of suitable subsets of wavelet coefficients through genetic algorithm", Regional Electricity Conference, Yazd, Iran, 30 November and 1 December 2010.

R. Azmi, B. Pishgoo , N. Norozi , M. Kohzadi , F. Baesi, "A hybrid GA and SA algorithms for feature selection in recognition of hand-printed Farsi characters", 2010 IEEE international conference on intelligent computing and intelligent systems (ICIS 2010), Xiamen, China , pp. 384-387, (2010).

Executive activities

Assistant Professor, Faculty of Computer Engineering, Khwaja Nasiruddin Tusi University, 2023 until now)

Lecturer at Al-Zahra University Technical and Engineering Faculty, (2011 to 2023)

Vice Chairman of the Board of Directors of the Free/Open Source Software Association (2023 until now)

Vice-Chairman of the Board of Directors and Technical Manager of Tobitek Analysis Company, (2017 until now)

Responsible and internal manager of cloud computing and value-added services laboratory, Al-Zahra University , (from 2015 to 2022)

Responsible and internal manager of operating system security laboratory, Al-Zahra University , (2012 to 2022)

Responsible and manager of the host-based intelligent intrusion detection system technology unit, Al-Zahra University growth center (2012-2014)

Secretary of Computer Engineering Student Scientific Association, Al-Zahra University , (2005 to 2007)

Research Plans

Customization and launch of secure and native TooS storage system based on cloud platform, Information Technology Organization

Training to support, maintain and update cloud infrastructure and platform, IT organization

Security of bank USSD transactions, first companion company and Gostar Sharif security

Design and implementation of intelligent traffic camera equipped with speed detection radar, Road Safety Equipment Company

Design and implementation of PaaS solution in data centers, IT organization

Design and implementation of bank card reader (POS) operating system, Mehr Informatik Company

Providing advice in all areas of SIM card security, first mobile company and Gostar Sharif security

Choosing a cluster-based file system and adding security features to it, Darya web Company

Assessing Distributed File Systems and Big Data Infrastructure LegoApp, Legacy Analytics Inc. and Maps

Security of USSD transactions related to elections, first companion company and Gostar Sharif security.

Design and implementation of IaaS solution in data centers, information technology organization

Security assessment of BIP/CAT-TP service for Iran Mobile Communications Company

Limiting and detecting the abnormality of rootkits through the virtual machine monitor, Isiran company.

Designing and implementing the security assessment infrastructure of OTA/STK basic services, Iran Mobile Communications Company and Gostar Sharif Security Company.

Native secure file system, to the Ministry of Industries and Mines of Iran New Industries Projects Department (progressive projects)

Design and implementation of security assessment infrastructure of BIP/CATTP services of Iran Mobile Communications Company and Gostar Sharif Security Company

The initial security assessment of the headquarters' system and network regarding the determination of the level of penetration testing along with the development of the RFP, the Executive Headquarters of the Order of Hazrat Imam

Providing an intelligent intrusion detection system based on virtual machine approach, Iran Telecommunication Research Center

Agreement to establish a laboratory in the field of software testing in the operating system, Information Technology Organization

Testing and evaluation of the native operating system of the Zamin, Information and Communication Technology Organization.

Awards and recognitions

Obtaining the title of brilliant student and entering the doctoral degree in computer engineering at Iran University of Science and Technology without participating in the entrance exam, (2014)

Obtaining the first rank among master students entering the first semester of 2010, computer engineering field, artificial intelligence major at Al-Zahra University out of 15 students, (2013)

Obtaining the title of the best research student of Al-Zahra University, Tehran, Iran, (2013)

Obtaining the title of exemplary student of Al-Zahra University in the master's degree, (2010)

Earning the title of brilliant student and entering the master's degree in computer engineering at Al-Zahra University without participating in the entrance exam, (2010)

Ranked second among undergraduate students entering the first semester of 2006, computer engineering major, software orientation at Al-Zahra University out of 46 people, (2010)

Obtaining the title of exemplary student of Al-Zahra University at the undergraduate level, (2009)

Get in Touch

Contact

pishgoo@kntu.ac.ir

boshra.pishgoo@gmail.com

Room 418, Professors Building, Khajeh Nasiruddin Toosi University, Faculty of Electrical and Computer Engineering, Shariati St., Tehran