亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Privacy and Artificial Intelligence

计算机科学 对抗制 领域(数学) 设计隐私 信息隐私 智能决策支持系统 计算机安全 人工智能 数据科学 风险分析(工程) 业务 数学 纯数学
作者
James Curzon,Tracy Ann Kosa,Rajen Akalu,Khalil El‐Khatib
出处
期刊:IEEE transactions on artificial intelligence [Institute of Electrical and Electronics Engineers]
卷期号:2 (2): 96-108 被引量:63
标识
DOI:10.1109/tai.2021.3088084
摘要

Artificial intelligence is a rapidly developing field of research with many practical applications. Congruent to advances in technologies that enable big data, deep learning, and neural networks to train, learn, and predict, artificial intelligence creates new risks that are difficult to predict and manage. Such risks include economic turmoil, existential crises, and the dissolution of individual privacy. If unchecked, the capabilities of artificially intelligent systems could pose a fundamental threat to privacy in their operation or these systems may leak information under adversarial conditions. In this article, we survey the literature and provide various scenarios for the use of artificial intelligence, highlighting potential risks to privacy and offering various mitigating strategies. For the purpose of this research, a North American perspective of privacy is adopted. Impact statement-While an appreciation of the privacy risks associated with artificial intelligence is important, a thorough understanding of the assortment of different technologies that comprise artificial intelligence better prepares those implementing such systems in assessing privacy impacts. This can be achieved through the independent consideration of each constituent of an artificially intelligent system and its interactions. Under individual consideration, privacy-enhancing tools can be applied in a targeted manner to reduce the risk associated with specific components of an artificially intelligent system. A generalized North American approach to assess privacy risks in such systems is proposed that will retain applicability as the field of research evolves and can be adapted to account for various sociopolitical influences. With such an approach, privacy risks in artificial intelligent systems can be well understood, measured, and reduced.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
4秒前
4秒前
一名小R发布了新的文献求助10
7秒前
7秒前
wlj发布了新的文献求助10
9秒前
剑八发布了新的文献求助10
9秒前
轨迹发布了新的文献求助10
11秒前
Akim应助薛冰雪采纳,获得10
12秒前
15秒前
思源应助剑八采纳,获得10
15秒前
Aliya完成签到 ,获得积分10
17秒前
NattyPoe完成签到,获得积分10
20秒前
20秒前
一名小R完成签到,获得积分10
21秒前
21秒前
22秒前
22秒前
22秒前
23秒前
Qin完成签到,获得积分10
23秒前
24秒前
充电宝应助小猫疯采纳,获得10
25秒前
27秒前
27秒前
27秒前
27秒前
27秒前
27秒前
27秒前
痞老板死磕蟹黄堡完成签到 ,获得积分10
40秒前
猪猪hero应助KamilahKupps采纳,获得10
42秒前
42秒前
Novak发布了新的文献求助10
46秒前
信徒完成签到,获得积分10
48秒前
情怀应助信徒采纳,获得10
52秒前
yutang完成签到 ,获得积分10
53秒前
高亦凡完成签到 ,获得积分10
57秒前
1分钟前
Tantantan发布了新的文献求助10
1分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Weaponeering, Fourth Edition – Two Volume SET 1000
First commercial application of ELCRES™ HTV150A film in Nichicon capacitors for AC-DC inverters: SABIC at PCIM Europe 1000
Handbook of pharmaceutical excipients, Ninth edition 800
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5996521
求助须知:如何正确求助?哪些是违规求助? 7466214
关于积分的说明 16080440
捐赠科研通 5139412
什么是DOI,文献DOI怎么找? 2755866
邀请新用户注册赠送积分活动 1730039
关于科研通互助平台的介绍 1629557