Week 12

2023/03/27 - 2023/04/02

Research Plan

• Jan. Reinforcement Learning
• Feb. Reinforcement Learning
  
  
• Mar. Object Tracking
  
  
• Apr. Man-in-the-Middle - WHAT (BMVC)
• May. Distributed Black-Box - BAT (BMVC)

Research Papers

Papers Accepted (x3):

• Interpretable Machine Learning for COVID-19, IEEE Trans on AI.
• Adversarial Driving: Attacking End-to-End Autonomous Driving System, IEEE Intelligent Vehicle.
• Adversarial Detection: Attacking Object Detection in Real Time, IEEE Intelligent Vehicle.

Papers to be submitted (x2):

• A Man-in-the-Middle Attack against Object Detection System.
• Distributed Black-box Attack against Image Classification Cloud Services.

Papers to be written (x2):

• Adversarial Tracking: Real-time Adversarial Attacks against Object Tracking.
• Adversarial Patch: Physical Patch in Carla Simulator.

Adversarial Tracking

[●] Object Tracking (Computer Vision)
[●] Vehicle Tracking (Autonomous Driving)
[●] Adversarial Tracking (Research Proposal)
[●] Adversarial Patch      (Research Proposal)