An Adversarial Risk Analysis Framework for Batch Acceptance Problems

نویسندگان

چکیده

We provide an adversarial risk analysis framework for batch acceptance problems in which a decision maker relies exclusively on the size of to accept or reject its admission system, albeit being aware presence opponent. The adversary acts as data-fiddler attacker perturbing observations perceived by through injecting faulty items and/or modifying existing ones. develop optimal policies against this combined attack strategy and illustrate methodology with review spam example.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Adversarial classification: An adversarial risk analysis approach

Classification problems in security settings are usually contemplated as confrontations in which one or more adversaries try to fool a classifier to obtain a benefit. Most approaches to such adversarial classification problems have focused on game theoretical ideas with strong underlying common knowledge assumptions, which are actually not realistic in security domains. We provide an alternativ...

متن کامل

an investigation about the appropriate stochastic modeling framework for agricultural insurance pricing

با توجه به اینکه بیمه محصولات کشاورزی در ایران بیشتر جنبه ای حمایتی دارد و خسارات گزارش شده عموما بیش از حق بیمه های دریافت شده است، در این پایان نامه به جهت تعیین قیمت بیمه محصولات کشاورزی (گندم دیم) از فرآیندهای نوفه شلیک به عنوان مدلی مناسب استفاده شده است. بر اساس داده های صندوق بیمه کشاورزی از خسارات اعلام شده در سال زراعی 1388-1389 گندم دیم، در این پایان نامه حق بیمه خالص و ناخالص این محص...

Coordinating Order Acceptance and Batch Delivery for an Integrated Supply Chain Scheduling

This paper develops Order Acceptance for an Integrated Production-Distribution Problem in which Batch Delivery is implemented. The aim of this problem is to coordinate: (1) rejecting some of the orders (2) production scheduling of the accepted orders and (3) batch delivery to maximize Total Net Profit. A Mixed Integer Programming is proposed for the problem. In addition, a hybrid meta-heuristic...

متن کامل

Adversarial risk analysis for counterterrorism modeling.

Recent large-scale terrorist attacks have raised interest in models for resource allocation against terrorist threats. The unifying theme in this area is the need to develop methods for the analysis of allocation decisions when risks stem from the intentional actions of intelligent adversaries. Most approaches to these problems have a game-theoretic flavor although there are also several intere...

متن کامل

Retrofitting an Acceptance Test Framework for Clarity

An XP customer needs to write and check acceptance tests. However, the format for defining the tests needs to be clear. Many acceptance test approaches use arcane formats which do not promote clarity for the customer, due to a conflict of interest between the complexities of automation and the needs of the customer. We discuss the evolution of acceptance tests to improve their clarity for the c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Decision Analysis

سال: 2021

ISSN: ['1545-8504', '1545-8490']

DOI: https://doi.org/10.1287/deca.2020.0420