I am a Ph.D. student inBeijing Jiaotong University.

Recently, I have been interested in exploring various aspects of AI security, including the reliability and robustness of machine learning models, data security and privacy protection in big data environments, and the decision control of reinforcement learning and intelligent agent robots. Our goal is to reveal the vulnerabilities of these models and raise awareness, advocating for increased research dedicated to AI security. The specific intersts are listed below:

• 1) CPS/IoT security: Attacks and defenses against the physical world, sensors, algorithms and intelligent systems.
• 2) Data Augmentation: Image/Instance generation, especially focus on generative data augmentation (GDA) for addressing corner cases and long-tail problems.
• 3) Backdoor Learning: Backdoor attacks and defenses on deep neural networks (DNNs).
• 4) Reinforcement Learning: Safety and robustness in reinforcement learning for robots and self-driving systems.

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1. ccfddl/ccf-deadlinesccfddl/ccf-deadlinesPublic

   ⏰ Collaboratively track worldwide conference deadlines (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

   Rust 8.4k 551

2. Reinforcement-Learning-PapersReinforcement-Learning-PapersPublic

   📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

   359 35

3. BJTU-CS-NotebookBJTU-CS-NotebookPublic

   👨‍🎓 北京交通大学计算机科学与技术学院研究生课程资料、笔记、回忆和整理的期末考试卷及课程作业。希望对你们有所帮助❤️，如果喜欢记得给个star🌟

   Jupyter Notebook 295 50

4. Tutorial4RLTutorial4RLPublic

   Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

   181 13

5. BJTU-Beamer-ThemeBJTU-Beamer-ThemePublic

   🎆 北京交通大学 LaTeX 生成 PDF 的主题模板 | BJTU-Beamer-Theme

   TeX 24 2

6. BJTU-Slides-TemplateBJTU-Slides-TemplatePublic

   🏫 北京交通大学PPT模板 | Beijing Jiaotong University slides template

   57 5