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.
실제 위협 이해하기
Part
3
2
부에서는
DNN
을 속이는 적대적 입력을 개발할 때 사용하는 수식과 알고리즘을 알아보았습니다.
3
부에서는
2
부에서 살펴본 내용을 바탕으로,
DNN
을 대상으로 광범위한 컴퓨터 시스템이라는 실제 상황에서 발생하는
위협을 알아봅니다. 음성 제어 장비, 웹 필터링 소프트웨어, 자율 주행차 등이 그러한 예입니다.
7
장에서는 공격자가 공격 대상에 접근할 수 없는 경우 공격자가 선택할 수 있는 방법을 설명합니다. 직접 공
격, 복제 공격, 전송 공격 등 다양한 공격 패턴을 살펴보고, 공격을 어렵거나 쉽게 만들 수 있는 요소를 생각해
보겠습니다. 또한 특정 대상을 겨냥해 개발된 공격법이 다른 대상에서도 작동하는지 여부도 살펴볼 것입니다.
8
장에서는 실제 공격을 생성할 때 공격자에게 부과되는 복잡성을 고려합니다. 이러한 공격은 디지털 영역에서
벗어나 물리적 세계에서 생성되고 물리적 세계에 실제로 존재하는 적대적 물체나 소리로 이동합니다. 이 장
에서는 환경 변화 등의 외부 요인이나 데이터를 캡처하는 카메라나 마이크로폰의 위치와 관계없이 적대적 방
식으로 물리적 세계의 사례를 만드는 방법을 살펴보겠습니다.
위협을 이해함으로써 어떠한 시스템이든 지킬 수 있는 방어력을 강화하게 됩니다.
3
부에서는
4
부에서 설명할
방어 방법을 이해하는 데 필요한
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.