Professor, UC Berkeley; Founder and CEO, Oasis Labs
Future of AI and Security
Dawn is talking about AI-powered DDOS cyber attacks.
Machine Learning in the Presence of the Attacker
Cyber attacks upon AI. It can attack the integrity and confidentiality of the AI system.
Consider self-driving car AI
Real-world stop signs are dirty or have broken paint.
However, people can purposely alter signs to confuse the AI image recognition. They can change or add letters.
People can also spray paint new road lines.
Tests show that AI can be fooled to misread altered stop signs or altered speed limits.
Adversarial Machine Learning
This is learning in the presence of adversaries.
Do Neural Networks remember training data? Can the training data be hacked? Yes the training data can be hacked. Such as extracting social security numbers from a certain training data. Differential privacy can be used to protect sensitive inputs.
Here is a previous recent talk by Dawn Song and her co-founders at Oasis Labs.
SOURCE- Live reporting from EMTech Digital 2019
Written by Brian Wang. <a href=”https://www.nextbigfuture.com”>Nextbigfuture.com</A>
Brian Wang is a prolific business-oriented writer of emerging and disruptive technologies. He is known for insightful articles that combine business and technical analysis that catches the attention of the general public and is also useful for those in the industries. He is the sole author and writer of nextbigfuture.com, the top online science blog. He is also involved in angel investing and raising funds for breakthrough technology startup companies.
He gave the recent keynote presentation at Monte Jade event with a talk entitled the Future for You. He gave an annual update on molecular nanotechnology at Singularity University on nanotechnology, gave a TEDX talk on energy, and advises USC ASTE 527 (advanced space projects program). He has been interviewed for radio, professional organizations. podcasts and corporate events. He was recently interviewed by the radio program Steel on Steel on satellites and high altitude balloons that will track all movement in many parts of the USA.
He fundraises for various high impact technology companies and has worked in computer technology, insurance, healthcare and with corporate finance.
He has substantial familiarity with a broad range of breakthrough technologies like age reversal and antiaging, quantum computers, artificial intelligence, ocean tech, agtech, nuclear fission, advanced nuclear fission, space propulsion, satellites, imaging, molecular nanotechnology, biotechnology, medicine, blockchain, crypto and many other areas.