BABAK SADEGHIYAN - Amirkabir University of Technology

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Amirkabir University of Technology

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BABAK SADEGHIYAN

Associate Professor
Department of Computer Engineering
Artificial Intelligent and Robotics

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Email:

basadegh

aut.ac.ir

Phone:

h-index (Scopus):

12.00

Citations (Scopus):

836

Supervised MSc Theses

Thesis title

Date

Generate APTs Dataset With Adversarial Learning

Hossein Shadabfar & Babak Sadeghiyan
Other Supervisor: Motahareh Dehghan

2024 Feb

Double-spending attack detection in bitcoin transactions using network mining approach

Aliyeh Haghollahi & S.alireza Hashemi Golpayegany
Other Supervisor: Babak Sadeghiyan

2024 Feb

Advanced Persistent Threat Privilege Escalation With Automatic Exploit Generation

Rahil Esnaashari & Babak Sadeghiyan

2024 Feb

Optimal Countermeasure Selection in Cyber Security Situational Awareness Systems

Sajed Yousefi Mashhour & Babak Sadeghiyan
Other Supervisor: S.alireza Hashemi Golpayegany

2024 Feb

Detection of Money Laundering in Cryptocurrency Payment Systems, Employing A Hybrid Approach of Network Mining And Machine Learning Technique

Seyedeh Anita Safavi Ardebily & S.alireza Hashemi Golpayegany
Other Supervisor: Babak Sadeghiyan

2023 Aug

Presentation of aMetric forMeasure of Effectiveness inCyber Security Situational Awareness

Amir Abbas Mahdizadeh & Babak Sadeghiyan

2023 Mar

Electronic Money Laundering Detection in Transactions of Payment Service Providers

Ali Nazari & Babak Sadeghiyan

2022 Jul

Privacy-preserving outsourced data clustering

Mohammad Hessam Hedayati Saghavaz & Babak Sadeghiyan

2020 Sep

Designing a new method for detecting money laundering based on social

Maryamalsadat Mahootiha & S.alireza Hashemi Golpayegany
Other Supervisor: Babak Sadeghiyan

2020 Sep

Study and evaluation of probabilistical worm origin identification algorithm with simulation

Sara Asgari & Babak Sadeghiyan

2020 Feb

Digital Forensic Analysis financial transactions in Payment system providers using Hybrid methods

Mohammad Hosein Hojati & Babak Sadeghiyan

2019 Jul

A Secure Multi- Party Coputation Protocol for Detecting Intersection of Two-Volume

Amirahmad Chapnevis & Babak Sadeghiyan

2019 Feb

An Improvement of Detecting Logic Bomb in Android Malwares through Concolic Execution

Mahmoud Aghvamipanah & Babak Sadeghiyan

2018 Oct

Algebraic Cryptanalysis of ARX-Design Hash Functions

Seyed Amir Hossain Naseredini & Babak Sadeghiyan

2018 Feb

Concolic Execution for Detecting Injection Vulnerabilities in Mobile Apps

Ehsan Edalat & Babak Sadeghiyan

2018 Feb

Investigation of Resistance of Lightweight Block Ciphers Against Algebraic attack With Grobner Bases Method

Helia Baradaran Nakhjavani & Babak Sadeghiyan

2017 Jul

Enhancing AEG (Automatic Exploit Generation) Algorithm for heap overflow Vulnerabilities and its Implementation

Hamed Mashayekhi & Babak Sadeghiyan

2017 Jul

Extending Automatic Generation of Infection Signature System Based on Security Policy

Parichehr Rezazadeh Bavil Soflae & Babak Sadeghiyan

2017 Jul

Enhancing Tor to Mitigate DoS Attacks

Hamid Mozaffari & Babak Sadeghiyan

2017 Feb

Privacy-preserving Genetic Algorithms for Scheduling Problem

Rasoul Jahanshahi & Babak Sadeghiyan

2016 Jun

Designing an Image Encryption Block Cipher based on Chaotic Map

Mohammad Sadegh Rafiee & Babak Sadeghiyan

2016 Jun

Evaluating the Security of a Light-weight Block Cipher Algorithm against Cube Attack

Mojtaba Zaheri & Babak Sadeghiyan

2016 Mar

Privacy preserving feed-forward neural network

Soroush Karami & Babak Sadeghiyan

2015 Feb

design sboxes by chaotic maps

Maryam Mousavi & Babak Sadeghiyan

2014 Feb

forensic analysis of digital evidence with FSM

Mahsa Saeidi & Babak Sadeghiyan

2013 Nov

preserving data mining privacy in collaborative intrusion detection system

Motahareh Dehghanchachcami & Babak Sadeghiyan

2013 Oct

Forensics analysis to find the origin of network attacks using fuzzy logic

Maryam Rostamipoor & Babak Sadeghiyan

2013 Oct

modifying confu approach for enhancing automatic security vulnerability detection of programs

Mojtaba Javanmardi & Babak Sadeghiyan

2013 Feb

designing a privacy preserving secure multi-parties protocol for applyingl-diversity model without trusted third party

Ali Ghayuomi Bidhendi & Babak Sadeghiyan

2013 Feb

a hierarchical identity based encryption scheme using ideal lattice

Mohammad Zaheri Darkahi & Babak Sadeghiyan

2012 Oct

cryptanalysis of skein a hash function based on block cipher

Saeid Nourizadeh & Babak Sadeghiyan

2012 Oct

improving cryptanalysis of ECHO hash algorithm through differential approach

Hossein Talebi Mazraeh Shahi & Babak Sadeghiyan

2012 Jul

generation of decision tree for privacy preserving intrusion detection

Parisa Kaghazgaran & Babak Sadeghiyan

2011 Oct

modeling of p2p worms epidemic for the study of countermeasures

Amirreza Niakanlahiji & Babak Sadeghiyan

2011 Feb

ternary differential cryptanalysis for block ciphers

Farzaneh Abazari & Babak Sadeghiyan

2011 Feb

a web application anomaly IDS with automatic classification of IVas

Mona Hosseinkhani Loorak & Babak Sadeghiyan

2011 Feb

Security evaluation of light weight block ciphers against linear cryptanalysis

Seyedsaeed Sadeghian & Babak Sadeghiyan

2010 Jul

Improvement of Moamagar Block Cipher With Particles Swarm Optimization(pso)

Neda Kheiri & Babak Sadeghiyan

2010 Jul

Cryptanalysis of SHA-2 (256) through differential Approach

Hossein Arabnezhad & Babak Sadeghiyan

2010 Jul

Design of an Artificial Neural Network-based Secure Hash Function

Mohammad Nourian Awal Noughabi & Babak Sadeghiyan

2010 Jul

microsig micro payment scheme

Hasan Rikhtegar Mashad & Babak Sadeghiyan

2010 May

Investigating and Improving Anomaly Detection Methods for Web Attacks

Zahra Azizi & Babak Sadeghiyan

2009 Sep

combining rank and prize for reliability of mix-nets

Marjan Sadat Alavi & Babak Sadeghiyan

2009 Jul

design of a lightweight hash function for low-cost RFID tags

Maryam Izadi & Babak Sadeghiyan

2009 Jul

A multi-CTF secure electronic voting protocol

Mahdi Mohammadi Nasab & Babak Sadeghiyan

2009 Jun

feasibility study of SIP services in Iran

Sasan Azimi & Babak Sadeghiyan

2009 May

Design of an intrusion detection system for DoS attacks on resource in grid

Nima Azizibabani & Babak Sadeghiyan

2009 Jan

design and implementation of a crypto-coprocessor for chaotic image encryption

Arash Eghtesadi & Babak Sadeghiyan

2008 Oct

POWER ANALYSIS ATTACK ON SERPENT AND EFFECTIVENESS OF WDDL

Azita Faraji & Babak Sadeghiyan

2008 Jul

THE EFFECT OF RULES FOR A CELLULAR AUTOMATA BASED SECRET SHARING SCHEME FOR IMAGES

Hoda Maleki & Babak Sadeghiyan

2008 May

HOST-BASED WORM DETECTION IN PEER-TO-PEER NETWORKS

Fatemeh Sadat Kazemeyni & Babak Sadeghiyan

2008 Jan

HOST-BASED ANOMALY DETECTION OF INTRUSIONS THROUGH USER PROFILE SIMILARITY

Omid Mozaffari & Babak Sadeghiyan

2007 Oct

EXTENDING UML FOR MODELING SECURE RELATIONAL DATABASES BASED ON MANDATORY ACCESS CONTROL

Ebrahim Tarameshloo & Babak Sadeghiyan

2007 Mar

ADMINISTRATIVE ROLE BASED ACCESS CONTROL MODEL IN RELATIONAL DATABASES

Saleh Hafez Qorani & Babak Sadeghiyan

2007 Mar

LINEAR REPRESENTATION OF SPN AND FEISTEL STRUCTURE BLOCK CIPHERS

Shirin Nilizadeh & Babak Sadeghiyan

2007 Feb

A SURVIVABLE APPROACH FOR DISTRIBUTED INTRUSION DETECTION SYSTEMS USING A VOTING SCHEME

Ali Zand & Babak Sadeghiyan

2007 Jan

Advaced Persist Theat projection in cyber security situational awareness systems

Sajad Shamsisadr & Babak Sadeghiyan
Other Supervisor: Motahareh Dehghan

2025 Oct

Refining threat hunting by improving automated hypothesis modeling based on tactics, techniques and procedures by entering attack phases into the database

Amir Hossein Hemmati & Babak Sadeghiyan

2025 Oct

a Framework and a dataset for evaluating cybersecurity situational awareness systems

Mohammadmahdi Soori & Babak Sadeghiyan

2025 Apr

Books

Title

Author(s)

Publisher country

publication date

version

Hardening of Microsoft Windows 7 and Android Operating Systems (plus educational DVD)

B. Sadeghiyan, Gohar Shakoori-garakani

Iran

Hardening of Microsoft Windows Server 2008 (plus educational DVD)

B. Sadeghiyan, Gohar Shakoori-garakani

Iran

Hardening of Ubuntu Server 13.04 (plus educational DVD)

B. Sadeghiyan, Gohar Shakoori-garakani

Iran

Design of hashing algorithms

Josef Pieprzyh, B. Sadeghiyan

Iran

Journal Papers

A. Nazari, B. Sadeghiyan, "Electronic Money Laundering Detection in Transactions of Payment Service Providers", , 2023 Mar vol. 20, no. 2, pp.11-21, 2023.

H. Arabnezhad Khanooki, B. Sadeghiyan, "Toward A More Efficient Grobner-based Algebraic Cryptanalysis", Journal of Computing and Security, 2020 Aug vol. 7, no. 2, pp.1-15, 2020.

M. Jafaridehkordi, B. Sadeghiyan, "An effective node-removal method against P2P botnets", Computer Networks, 2020 Aug vol. 182, no. 182, pp.107488-107488, 2020.

M. Dehghan Chachkamy, B. Sadeghiyan, Erfan Khosravian, "Secure Multi-party Collision Resolution Protocol for Air Traffic Control", Journal of Intelligent and Fuzzy Systems, 2020 Apr vol. 38, no. 4, pp.4205-4221, 2020.

M. Jafaridehkordi, B. Sadeghiyan, "Reconstruction of C&C channel for P2P botnet", Iet Communications, 2020 Apr vol. 14, no. 8, pp.1318-1326, 2020.

S. Asgari, B. Sadeghiyan, "Simulating Benchmark Datasets for Worm Propagation Studies", International Journal of Information and Communication Technology(Ijict), 2020 Jan vol. 12, no. 1, pp.20-31, 2020.

Amir Afyanian, S. Niksefat, B. Sadeghiyan, David Baptiste, "Malware Dynamic Analysis Evasion Techniques: A Survey", Acm Computing Surveys, 2019 Dec vol. 52, no. 6, pp.1-28, 2019.

H. Arabnezhad Khanooki, B. Sadeghiyan, Josef Pieprzyk, "S-boxes Representation and Efficiency of Algebraic Attack", Iet Information Security, 2019 Mar vol. 0, no. 0, , 2019.

M. Dehghan Chachkamy, B. Sadeghiyan, "Privacy preserving collision detection of moving objects", Transactions On Emerging Telecommunications Technologies, 2018 Aug vol. 30, no. 3, pp.1-14, 2018.

T. Tafazzoli, B. Sadeghiyan, "Worm infectious probability distribution with back-to-origin model", Iet Communications, 2017 Oct vol. 11, no. 13, pp.2101-2109, 2017.

S. Niksefat, Parisa Kaghazgaran, B. Sadeghiyan, "Privacy issues in intrusion detection systems: A taxonomy, survey and future directions", Computer Science Review, 2017 Aug vol. 25, no. 1, pp.69-78, 2017.

T. Tafazzoli, B. Sadeghiyan, "A Stochastic Model for the Size of Worm Origin", Journal of Computers, 2016 Nov vol. 11, no. 6, pp.479-487, 2016.

M. Mouzarani, B. Sadeghiyan, "Towards Designing an Extendable Vulnerability Detection Method for Executable Codes", Information and Software Technology, 2016 Sep vol. 80, no. 0, pp.231-244, 2016.

M. Mouzarani, B. Sadeghiyan, Mohammad Zolfaghari, "A Smart Fuzzing Method for Detecting Heap-based Vulnerabilities in Executable Codes", Security and Communication Networks, 2016 Sep vol. 10, no. 16, pp.1-15, 2016.

M. Mouzarani, B. Sadeghiyan, Mohammad Zolfaghari, "Smart fuzzing method for detecting stack-based buffer overflow in binary codes", Iet Software, 2016 Apr vol. 10, no. 4, pp.96-107, 2016.

T. Tafazzoli, B. Sadeghiyan, "A Stochastic Model for the Size of Worm Origin", Security and Communication Networks, 2015 Dec vol. 0, no. 0, , 2015.

M. Rostamipoor, B. Sadeghiyan, "An Architecture for Host-based Intrusion Detection Systems using Fuzzy Logic", Journal of Network and Information Security, 2014 Nov vol. Volume 2, no. 0, pp.25-32, 2014.

M. Dehghanchachcami, B. Sadeghiyan, "Privacy Preserving Association Rule Mining in Collaborative Intrusion Detection Systems with Fuzzy Data", International Journal of Information and Communication Technology Research (Ijict, 2013 Nov vol. 3, no. 9, pp.272-276, 2013.

S. Niksefat, B. Sadeghiyan, Payman Mohassel, "Oblivious decision program evaluation", Iet Information Security, 2013 May vol. 1, no. 1, pp.1-9, 2013.

S. Niksefat, B. Sadeghiyan, Payman Mohassel, Saeed Sadeghian, "ZIDS: A Privacy-Preserving Intrusion Detection System Using Secure Two-Party Computation Protocols", Computer Journal, 2013 Mar vol. 1, no. 1, pp.1-16, 2013.

F. Abazari, B. Sadeghiyan, "Cryptanalysis with Ternary Difference: applied to Block Cipher PRESENT", International Journal of Information and Electronics Engineering(Ijiee), 2012 Apr vol. 2, no. 3, pp.441-445, 2012.

A. Niakanlahiji, B. Sadeghiyan, "Worm Containment in Gnutella Network with Heterogeneity", International Journal of Information and Electronics Engineering(Ijiee), 2012 Apr vol. 2, no. 3, pp.451-455, 2012.

P. Kaghazgaran, B. Sadeghiyan, "masquerade detection using GUI events in windows system", , 2012 Jan vol. 3, no. 2, pp.67-71, 2012.

S. Sadeghian, B. Sadeghiyan, "A Study of Multiple Characteristic Differential Cryptanalysis", Ieice Transactions On Fundamentals of Electronics Communications and Computer Sciences, 2011 Oct vol. E94-A, no. 10, pp.2053-2058, 2011.

K. Manocheri Kalantari, B. Sadeghiyan, S. Pourmozafari, "High Performance Montgpmery Modular Multiplier With a New Recoding Method", Journal of Circuits Systems and Computers, 2011 Jan vol. 20, no. 3, pp.1-18, 2011.

Ali Varshovi, B. Sadeghiyan, "Ontological Classification of Network Denial of Service Attacks: basis for a unified detection framework", Scientia Iranica, 2010 Dec vol. 17, no. 2, pp.133-148, 2010.

Nasour Bagheri, Praveen Gauravanam, Naderi, B. Sadeghiyan, "EPC: A Provably Secure Permutation-based Compression Function", Ieice Transactions On Fundamentals of Electronics Communications and Computer Sciences, 2010 Nov vol. E93-A, no. 10, pp.1833-1836, 2010.

K. Manocheri Kalantari, B. Sadeghiyan, S. Pourmozafari, "A modified radix-2 Montgomery modular multiplication with new recoding method", Ieice Electronics Express, 2010 Apr vol. 7, no. 8, pp.513-519, 2010.

K. Manocheri Kalantari, S. Pourmozafari, B. Sadeghiyan, "Montgomery and RNS for RSA Hardware Implementation", Computing and Informatics, 2009 Dec vol. , no. 22, , 2009.

B. Sadeghiyan, "Cryptanalysis of an Iterated Halving-Based Hash Function:CRUSH", Iet Information Security, 2009 Dec vol. 3, no. 4, , 2009.

A. Valizadeh, M. Saheb Zamani, B. Sadeghiyan, F. Mehdipour, "A Reconfigurable Architecture for Implementing Multiple Cipher Algorithms", Journal On Computer Science and Engineering, 2009 Feb vol. 5, no. 2, pp.9-15, 2009.

A. Ghaemi Bafghi, R. Safabakhsh, B. Sadeghiyan, "Finding the differential characteristics of block ciphers with neural networks", Information Sciences, 2008 Aug vol. , no. 178, , 2008.

B. Bakhshisareskanrood, B. Sadeghiyan, "A Timing Attack on Blakleys Modular Multiplication Algorithm and Applications to DSA", , 2007 Dec vol. , no. 1, , 2007.

B. Sadeghiyan, A. Ghaemi Bafghi, "Finding Highly Probable Differential Characteristics of Substitution -Permutation Networks Using Genetic Algorithms", , 2007 Oct vol. , no. 2, , 2007.

K. Manocheri Kalantari, S. Pourmozafari, B. Sadeghiyan, "Improved RNS for RSA Hardware Implementation", , 2004 Dec vol. , no. 0, , 2004.

A. Beutelspacher, B. Sadeghiyan, "Strengthening DES and DES-like cryptosystems against differential cryptanalysis using linear codes", Journal Ratio Mathematica, 2002 Mar vol. 0, no. 0, , 2002.

, B. Sadeghiyan, "A new statistical test based on linear complexity profile(LCP)", , 2000 Mar vol. 0, no. 42, , 2000.

B. Sadeghiyan, "A new universal test for bit strings", , 1996 Jan vol. , no. , , 1996.

Taught Courses

Course title

Description

Headlines

Date

Applied Cryptography

The objective of this course is to study cryptographic techniques and functions for information protection. It covers the principles of designing and analyzing cryptographic functions and mechanisms for ensuring confidentiality, as well as the releva

4051

Computer Networks

In this course, the principles of design, implementation and performance evaluation of Computer Networks is studied.

4051

Security Protocols

4042

Computer Networks

4042

(Applied Cryptography)

4041

Data Communications

4041

(Security Protocols)

4032

Computer Networks

4032