Shaikh Akib Shahriyar

RESEARCH

My research expands in multiple branches of Computer Science such as Machine Learning, Computer Security, Cryptography, Computer Vision and Bio-inspired Optimization Algorithms. Currently, I am keenly interested in leveraging Machine Learning concepts to secure today's computer systems. Another research drive is in securing Machine Learning algorithms through an adversarial approach.

I am also looking out for active collaboration to participate in interesting research works. I will be happy to hear about your project or the opportunity you are offering! Just send me an email. 

Graduate Research: (July 2018 – May 2019)

Developed a speech enhancement model utilizing Deep Learning which cleans noisy speech signals. Collaborated with Shimamura Laboratory of Saitama University, Japan to improve the robustness of the Speech Enhancement model.

Thesis Title: “Speech Enhancement Using Convolutional Denoising Auto-Encoder”

Research Supervisor: Dr. M. A. H. Akhand

Undergraduate Research: (January 2016 – February 2017)

Developed a novel Successive Parity Generation (SPG) based error correction algorithm to tolerate soft errors. The parity bits are generated through sequential XOR operation.

Thesis Title: “An Efficient Error Correction Approach by using Successive Parity Generation”

Research Supervisor: Dr. Md. Sheikh Sadi 

Publications

Peer-Reviewed International Journals:

1. M. A. H. Akhand, Safial Islam Ayon, Shaikh Akib Shahriyar, N. Siddique, H. Adeli, "Discrete Spider Monkey Optimization for Traveling Salesman Problem," Applied Soft Computing, Elsevier, Netherlands, 2019. IF: 5.472

Peer-Reviewed International Conferences:

1. Tahsin, Raisa, Mahmudul Hasan Mozumder, S. A. Shahriyar, and Md Abdus Salim Mollah. "A Novel Approach for E-mail Classification Using FastText." 2020 IEEE Region 10 Symposium (TENSYMP), IEEE, 2020, pp. 1392-1395.

2. M. I. R. Shuvo, S. A. Shahriyar and M. A. H. Akhand, "Bangla Numeral Recognition from Speech Signal Using Convolutional Neural Network," 2019 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, 2019, pp. 1-4.

3. S. I. Ayon, M. A. H. Akhand, S. A. Shahriyar and N. Siddique, "Spider Monkey Optimization to Solve Traveling Salesman Problem," 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox's Bazar, Bangladesh, 2019, pp. 1-5.

4. S. A. Shahriyar, M. A. H. Akhand, N. Siddique and T. Shimamura, "Speech Enhancement Using Convolutional Denoising Autoencoder," 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox'sBazar, Bangladesh, 2019, pp. 1-5.

5. S. A. Shahriyar, K. M. Rokibul Alam, S. S. Roy and Y. Morimoto, "An Approach for Multi Label Image Classification Using Single Label Convolutional Neural Network," 2018 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2018, pp. 1-6.

6. S. A. Shahriyar, M. A. Golap and M. S. Sadi, "An Efficient Error Correction Approach by using Successive Parity Generation," 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), Dhaka, Bangladesh, 2018, pp. 302-307.

7. S. S. Roy, S. A. Shahriyar, M. Asaf-Uddowla, K. M. R. Alam and Y. Morimoto, "A novel encryption model for text messages using delayed chaotic neural network and DNA cryptography," 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-6. 

professional Activities

• Peer Reviewer: 

  • IEEE Access

  • IJECE (International Journal of Electrical and Computer Engineering)

  • EAI ICDF2C 2020, 2021 (EAI International Conference on Digital Forensics & Cyber Crime)

  • TCCE 2020 (2nd International Conference on Trends in Computational and Cognitive Engineering)

• Technical Program Committee Member:

  • EAI ICDF2C 2020, 2021 (EAI International Conference on Digital Forensics & Cyber Crime)

Affiliation

• Associate Member (ID: A/20575), Institute of Engineers, Bangladesh (IEB).

• Member (ID: 191864), International Association of Engineers (IAENG). 

Awards & Certifications 

• Recipient of Prime Minister Gold Medal, 1st position in EEE Faculty of KUET awarded by the Honorable Prime Minister of Bangladesh.

• Recipient of President Gold Medal, 1st position in Dept. of CSE, KUET 2017 awarded by the Honorable President of Bangladesh.

• Recipient of Dean’s List Scholarship for outstanding academic performance (GPA 3.75+) for four consecutive years of Undergraduate Degree in KUET.

• Recipient of Technical Scholarship from KUET.

• 1st in ITEE Level 2: FE exam in Bangladesh, 24 April 2016 (ID – FE2016APR00003)

• 1st in ITEE Level 1: IP exam in Bangladesh, 10 May 2015 (ID – IP2015MAY00005) 

Leadership Activities 

• Mentor & Regional Lead, National Hackathon, NASA Space Apps Challenge, 2018, 2019 

• Volunteer Coordinator, International Conference on Electrical Information and Communication Technology (EICT), 2015, 2017, 2019

• General Secretary, CSE Association, KUET, July 2016 – March 2017

• Assistant General Secretary, CSE Association, KUET, January 2016 – June 2016

• Team Lead, KUET Team, BPO Summit Bangladesh, 2016

• Team Lead, Team 32Bits, National Hackathon, 2016

• Lead Organizer, Intra Department Idea Contest, KUET, 2016

• Coordinator, National High School Programming Contest (NHSPC) by ICT Division of Bangladesh Govt. Region: Khulna, 2015, 2016. 

• Team Lead, Team 32Bits, IT Business Idea Contest, 7th IUT Fest, 2015