Arshiya Khan

Arshiya Khan

Google Scholar

Medium Blog

Resume

LinkedIn

ML Skills

- Software/Frameworks: PyTorch, TensorFlow, Keras, Transformers, 
- Tools: OpenCV, PIL, Pandas, Numpy, scikit-learn, Matplotlib, NLP, Google Colab, Jupyter Notebook
- Languages: R, Python, MATLAB, Java, C, C++, SQL

Cybersecurity Skills

- Cybersecurity Frameworks: pwntools, NIST
- Cybersecurity Tools: Docker, Radare2, Zeek, Wireshark, Snort, Burp Suite, Metasploit

Other Skills

- Frameworks: Google Firebase, AWS, Git, JIRA
- Databases: MySQL, Oracle, SQLite
- Web Technologies: jQuery, React, HTML, CSS, JavaScript

Publications

A. Khan and C. Cotton, “Detecting Attacks on IoT Devices using Featureless 1D-CNN,” 2021 IEEE International Conference on Cyber Security and Resilience (CSR), 2021, pp. 461-466, doi: 10.1109/CSR51186.2021.9527910
arXiv Preprint

Khan, Arshiya, and Chase Cotton. “Efficient Attack Detection in IOT Devices Using Feature Engineering-Less Machine Learning.” International Journal of Computer Science and Information Technology, vol. 14, no. 6, 2022, pp. 47–64., https://doi.org/10.5121/ijcsit.2022.14605.

Academic Projects & Posters

Below is the list of some formally documented projects that I have worked on.

• Sound Classification using 1D-Convolutional Neural Networks
• Defending against Adversarial Machine Learning In Image Recognition Models
• TwitterBot Detection and Categorization

M.S. Thesis

Expansive Taxonomy Model of network traffic to perform machine learning based tasks like anomaly detection and malware classification

Talks and Webinar

Webinar

• International Webinar on “Offense vs. Defense: How to differentiate between offensive and defensive modes of cyber activity”
• Seminar on “Phishing Attacks” at English Language Institure at University of Delaware

Internal Talks

• Novelty Search in Evolutionary Computations
• Foundations of GPT-3

Certifications

• JPMC Data for Good Hackathon 2021
• ITIL Foundation 2017

Education

• Ph.D. (Network and Data Science), University of Delaware, Newark DE USA (2019-present)
• M.S. (Cybersecurity), University of Delaware, Newark DE USA (2017-2019)
• B. Tech. (Computer Science), U. P. Technical Univerity, India (2010-2014)

Contact

• Email: arshiyak@udel.edu, arshiyak9.mmmec@gmail.com
• Mob: +1(302)-317-6961