December 2020
Beginner to intermediate
256 pages
5h 15m
Korean
Content preview from 안전한 인공지능 시스템을 위한 심층 신경망 강화
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
방어
Part
4
4
부에서는
3
장에서 배운 내용을 바탕으로 실제 시스템의
DNN
이 적대적 입력을 방어하는 방법을 살펴봅
니다.
먼저
9
장에서는 적대적 위협을 모델링하는 방법을 검토합니다. 모델링은 방어를 평가하는 데 매우 중요합니
다. 그다음에는 신경망의 견고성을 경험적 및 이론적으로 평가하는 방법을 살펴봅니다.
10
장에서는 적대적 공격을 방어할 더 강력한 방어법을 개발하기 위해 노력하고 있는 오픈 소스 프로젝트에
대해 알아보고, 적대적 입력에 대해
DNN
알고리즘을 강화하는 방법 중 가장 최근에 소개된 내용을 배웁니
다.
DNN
이 안전하게 작동할 수 있는 입력 세트를 설정하는 것이 가능한지를 확인하기 위해 더 넓은 관점에서
DNN
을 고려할 것입니다. 이 장에서는
6
장에 처음 제시된 예제를 기반으로 방어와 방어 평가를 설명하는 코
드 예제를 다룹니다. 또한 종합적 관점에서 정보 보증(
IA
)에 대한 내용을 이해하고 더 광범위한 처리 과정과 조
직적 절차가 적대적 입력의 위험을 줄이는 데 미치는 영향을 고려합니다.
마지막으로
11
장에서는 향후
DNN
이 어떻게 진화할 것이며, 이것이 속일 수 있는 용이성에 미치는 영향을 살
펴봅니다.
Part
4
방어
9
장 모델 견고성 평가
10
장 방어
11
장 미래 동향: 속지 않는 견고한 인공지능
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.