Information Security Deep Learning

Yipeng Dong

Email: *******@**.***; Phone: +1-619-***-****; Date of Birth: August 2, 2002

Address: * * **** **, ****, Baltimore, Maryland, 21218 1

Solutions to Prevent ARP Spoofing 07/2023-08/2023

(Supervisor: Prof. William Nace, CMU)

Analyzed and compared three solutions: a fundamental solution that is S-ARP, a modular approach based on multiple modules, and a solution in an SDN-based cloud environment. Research on Side-channel Collision Attack 07/2022-Present

(Supervisor: Prof. Meiling Zhang)

Research on Face Recognition Based on Deep learning 08/2022-12/2022

(Supervisor: Prof. Hang Lu

Proposed a super-resolution reconstruction algorithm based on deep learning to solve the low-resolution problem of face recognition.

Established a new face dataset combining with the LFW dataset, and conducted CNN model training.

Performed experiments to verify the feasibility of this system. Course Project for Information Security 04/2022

Explored solutions to prevent ARP spoofing in different situations.

Proposed a bit-policy based collision attack that can efficiently break a software implementation of reused-mask AES.

Establish the deep learning framework for side-channel collision attack based on Hamming weight model to analyze power traces.

PUBLICATION

Qijun Li, Yipeng Dong. Advanced Approaches to Prevent ARP Attacks. Accepted by International Conference on Machine Learning and Automation. October 18, 2023. Oxford, UK RESEARCH&PROJECT

Major: Master of Science in Security Informatics

EDUCATION

Johns Hopkins University

Baltimore, MD

08/2024-Present

Courses: Introductin to Cryptography; Computer Forensics; Cybersecurity Risk Management; Information Securtity Projects; Ethical Hacking; Mobile Device Forensic; Cybersecurity Compliance: Regulation, Behavior, and Best Practices Xi’an University of Posts & Telecommunications(XUPT) Major: Information Security

GPA: 85/100

TOEFL: 105(Reading 28; Listening 29; Speaking 22; Writing 26) Xi’an, China

09/2020-06/2024

Yipeng Dong

Email: *******@**.***; Phone: +1-619-***-****; Date of Birth: August 2, 2002 Address: 9 E 33rd St, 922A, Baltimore, Maryland, 21218 2

(Supervisor: Prof. Linhao Li, Prof. Yajuan Wei

Established a system, including a login page, a registration page, and a home page, based on Django framework.

Wrote code to implement experiments like violent crack password, dictionary crack password, authentication audit system, data sniffing system, and firewall system. Internship

Beijing Venustech Inc. 03/2024-05/2024

Worked on performing security threat analysis and early warning platform. AWARDS&ACTIVITES

The Third-class Scholarship of Xi’an University of Posts & Telecommunications(Top 18%) 10/2023 Award of Excellence in the XJTU Four-school Joint CTF Invitational Tournament 07/2023 The Successful Entry Award in MathorCup Mathematical Modeling Challenge for College Students 04/2023 The Second Prize in the 2022 National English Competition for College Students 04/2022 The Second-class Scholarship of Xi’an University of Posts & Telecommunications(Top5%) 12/2021 The Second Prize in the 2021 National English Competition for College Students 04/2021 Broadcaster of the English Department at the XUPT Radio Station 09/2020-07/2021 SKILLS

Programming language: C, C++, Python

Software: Pycharm, Visual Studio Code, VMware, Wireshark, Latex, MySQL, Linux Framework: Python(Django), C++( vector, recursion, queue, stack, chain, binary tree, collection, heap, and graph)

Contact this candidate