final_homework
TRANSCRIPT
![Page 1: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/1.jpg)
AI FooledIdea Of Future – An Anti AI Project as AI
CMP6162 Advanced Topics in Video Surveillance
![Page 2: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/2.jpg)
Before Starting
![Page 3: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/3.jpg)
Problem
• Too many AI projects• Military Weapons as AI• There is no AI as a Spoofer• Necessity of an Anti AI • Learning Deceptive Behaviors• Future is AI (Are We Ready?)
![Page 4: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/4.jpg)
Examples
• Military• Autonomous Swarm Boats by US Navy Research• http://www.youtube.com/watch?v=ITTvgkO2Xw4
• BigDog by Boston Dynamics & DARPA
• Life• Google Autonomous Car• Drones • http://www.youtube.com/watch?v=kndg0k695g8
• Commercial• Automation Engines
![Page 5: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/5.jpg)
Solution
• An Operating System built for AI• Something that can spoof other AI applications.• A hacking platform for AI technologies.
![Page 6: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/6.jpg)
Challenges
• Too broad• Many Implementations• Software & Hardware Requirements• Domain Specific • Must be adaptive (reacting new events)• Should hide itself• Working Offline or Online
![Page 7: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/7.jpg)
Simple Diagram
![Page 8: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/8.jpg)
Some Components
• Stereo Vision Creator (Augmented Reality)• Brute-force Noise Generator (ML Fooled)• AI Detector (Understanding Patterned Processes)• AI Listener (Our Input is AI, We Learn It!)• Hide and Seek (Untraceable, Undetectable)• Information Carrier (Sending Information Over AP)• Self Destroyer ( In case of Detected)• Most Important Component• Environment Adaptive Evolution
• All Components Replaceable and Pluggable
![Page 9: final_homework](https://reader035.vdocuments.us/reader035/viewer/2022071804/55d160f0bb61eb92628b45b8/html5/thumbnails/9.jpg)
Example: Visually Fooled AI that uses DNN
Confidence: 99%