Boshra Pishgoo

Artificial Intelligence Researcher
Assistant Professor of K. N. Toosi University of Technology

Computer Engineering Department

Research Interest

Machine Learning

Big Data Infrastructure

Data Stream Learning

Intelligent Search Engines

Incremental Learning

Big Data Mining and BI

Anomaly Detection

Evolutionary Computing

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

― Alan Turing

Teaching

Advanced Data Mining

Artificial Intelligence

Machine Learning

Database System

Design of Algorithms

Research Methods

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

― Richard Feynman

Education

PhD of Computer Engineering

Field: Artificial Intelligence And Robotics
Department: School of Computer Engineering
University: Iran University of Science and Technology (IUST)
GPA: 18.2/20

Thesis Title: A Hybrid Solution For Batch-Stream Data processing
Defence Date : November 2022
Dissertation Defense Grade: Excellent
Supervisor: Dr. Ahmad Akbari Azirani

Journal Papers

B. Pishgoo, A. Akbari Azirani, B. Raahemi, "A dynamic feature selection and intelligent model serving for hybrid batch-stream processing", Knowledge-Based Systems, 256 (2022), p. 109749.

B. Pishgoo, A. Akbari Azirani, B. Raahemi, "A hybrid distributed batch-stream processing approach for anomaly detection", Information Sciences, 543(2021), pp. 309- 327.

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

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

Pishgoo, B., 2022. Improving IoT Botnet Anomaly Detection Based on Dynamic Feature Selection and Hybrid Processing. Nashriyyah-i Muhandisi-i Barq va Muhandisi-i Kampyutar-i Iran, 96(2), p.83.

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.

Conference Papers

B. Pishgo, A. Akbari Azirani, Bijan Raahemi, "BotNet detection in Internet of Things applications based on a hybrid batch-stream learning methods", 25th International Computer Conference - Computer Society of Iran (CSICC2020), Iran University of Science and Technology, (2020)

S. Mehraban, B. Pishgo, A. Akbari Azirani, "Density based clustering for network big data", Massive Data Conference, Iran Telecommunication Research Center, Tehran, Iran, pp. 147-160, (2015).

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 ISC Conference on Information Security and Cryptography (ISCISC'12), 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, H. Nemati, "Hypervisor-based anomaly detection using atificial immune systems", 8th International ISC Conference on Information Security and Cryptography (ISCISC'11), Ferdowsi University, Mashhad, Iran, pp. 147-153, (2011).

R. Azmi, B. Pishgoo, N. Norouzi, M. Keyvanpour, "a novel ensemble framework for semi-supervised learning", 16th International Computer Conference - Computer Society of Iran (CSICC2011), Sharif University of Technology, Tehran, Iran, pp. 667-672, (2011).

B. Pishgoo, N. Riahi, "Two-level feature selection method in order to increase the speed and improve the accuracy of speech vowel recognition", 16th International Computer Conference - Computer Society of Iran (CSICC2011), Sharif University of Technology, Tehran, Iran, pp. 602-607, (2011)

R. Azmi, B. Pishgoo, Z. RafatPanah, M. Raji, "Presenting a novel key management system with group support and metadata separation, for a secure file system", National Conference on Information and Communication Security, Ahvaz, Iran, pp. 197-204, 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).

Professional Experiences

Assistant Professor, Computer Engineering Department, K. N. Toosi University, 2023 - Now

Head of Entrepreneurship and Innovation Department, K. N. Toosi University, 2024 - Now

Adjunct Professor, Computer Engineering Department, Al-Zahra University, 2011 - 2023

Vice Chairman of the Board of Directors of the Free/Open Source Software Association (FlOSSIR), 2023 - Now

Vice-Chairman of the Board of Directors and Technical Manager of ToobaTech Company, 2016 - 2023

Head of Cloud Computing and Value-Added Services Laboratory (CCVL), Al-Zahra University , 2014 to 2022

Head of Operating System Security Laboratory (OSSL), Al-Zahra University , 2011 to 2022

Head of the Project "Host-Based Intelligent Intrusion Detection System", Roshd Center, Al-Zahra University, 2011 - 2013

Secretary of Computer Engineering Student Scientific Association, 2005 - 2007

Industrial Projects

Design and implementation of priority services for application development, (Backend as a Service (BaaS) platform), Telecommunication and Information Technology Research center, 2024

Development of open source smart mobile operating system evaluation laboratory, Deputy of Technology, Ministry of Communications and Information Technology, 2023

Presenting solutions for network service layer independence, Information Technology Organization, 2022

Big Data Analysis for USSD data of 780 application, Tehran Internet Company, 2019

Design and implementation of intelligent traffic camera equipped with speed detection radar, Road Safety Equipment Company, 2019

Customization and developing TooS as a secure and native software defined storage system based on cloud platform, Information Technology Organization, 2018

Support, maintenance and update cloud infrastructure and platforms, Information Technology organization, 2018

Evaluation of LegoApp as a distributed file systems and Big Data infrastructure, Miras and MAPS Companies,2018

Design and implementation of Platform as a Service (PaaS) solution in ITO data centers, Information Technology organization, 2017

Development of security solutions for USSD transactions related to election, MCI and AmnAfzar companies, 2017

Design and implementation of Infrastructure as a Service (IaaS) solution in ITO data centers, Information Technology organization, 2016

Developing a rootkit detection systtem based on virtual machine monitor, 2015

Security assessment of BIP/CAT-TP service for Iran Mobile Communication, MCI Company, 2015

Security assessment of OTA/STK value added services for Iran Mobile Communication, MCI Company, 2014

Security assessment of OTA/STK basic services for Iran Mobile Communication, MCI Company, 2013

Evaluation of Xamin as a native operating system, Information Technology Organization, 2013

Extraction of embedded file management system in native operating system, 2012

Establishment of a laboratory in the field of software testing in the operating system, Information Technology Organization, 2012

Development of a native secure file system, the Ministry of Industries and Mines of Iran, 2011

Providing an intelligent intrusion detection system based on virtual machine approach, Iran Telecommunication Research Center, 2010

Awards and Honors

Awarded the title of distinguished student and admitted to the Ph.D. program in Computer Engineering without taking the entrance exam, 2013.

Ranked first among Master's students admitted in the first semester of 2009 in the field of Computer Engineering, 2012.

Awarded the title of exemplary student of the university in the Master's program, 2011.

Awarded the title of top researcher student of the university, 2011.

Awarded the title of distinguished student and admitted to the Master's program in Computer Engineering without taking the entrance exam, 2009.

Ranked second among undergraduate students admitted in the first semester of 2003 in the field of Computer Engineering, 2009.

Awarded the title of exemplary student of the university in the undergraduate program, 2008.

Contact Information

pishgoo@kntu.ac.ir
boshra.pishgoo@gmail.com

No. 418, Professors Building, Faculty of Electrical and Computer Engineering, K. N. Toosi University of Technology, Seyed-Khandan Bridge, Dr. Shariati St., Tehran, Iran

Post code: 14317-14191

Telephone: 84062418

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