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whyisyoung/README.md

Hi there 👋

This is Limin Yang

I'm looking for a full time job of security/ML engineer in 2023 summer.

I'm a fourth-year CS PhD candidate at UIUC, working with Dr. Gang Wang on machine learning security.

Currently, I'm working on backdoor attack and network intrusion detection.

Previously, I've done some projects related to concept drift detection and explanation [USENIX Sec'21], VirusTotal reliability [USENIX Sec'20], IoT authentication system (Amazon Alexa and Google Home) [SafeThings'20], phishing detection [IMC'19], and vulnerability reproducibility [USENIX Sec'18]. I also collaborated with Blue Hexagon to release a Windows PE malware dataset [DLS'21].

I did an internship at TikTok as a Security Engineering Intern last summer, working on augmenting Email spam detection with rule system and user actions.

Pinned

  1. CADE Public

    Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

    Python 62 18

  2. BODMAS Public

    Blue Hexagon Open Dataset for Malware AnalysiS. Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware

    Python 19 3

114 contributions in the last year

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Activity overview
Contributed to whyisyoung/BODMAS, whyisyoung/whyisyoung, jivoi/awesome-ml-for-cybersecurity and 5 other repositories

Contribution activity

April 2022

whyisyoung has no activity yet for this period.

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